{ "editionDate": "2026-09-07", "generatedAt": "2026-09-07T09:00:00-04:00", "dataCutoff": "2026-09-07T07:00:00-04:00", "historicalDelta": { "version": "1.0", "currentEdition": "2026-09-07", "previousEdition": "2026-09-04", "generatedAt": "2026-09-07T09:00:00-04:00", "trackedCategories": [ "models", "availability", "prices", "benchmarks", "freeTiers" ], "materialChangeCount": 0, "counts": { "added": 0, "changed": 0, "removed": 0 }, "categories": { "models": { "id": "models", "label": "Models", "description": "New, removed or materially revised model records.", "status": "unchanged", "changeCount": 0, "previousTracked": 19, "currentTracked": 19, "unchangedCount": 19, "changes": [] }, "availability": { "id": "availability", "label": "Availability", "description": "Endpoint, region, alias, access and lifecycle changes.", "status": "unchanged", "changeCount": 0, "previousTracked": 19, "currentTracked": 19, "unchangedCount": 19, "changes": [] }, "prices": { "id": "prices", "label": "Prices", "description": "API token prices, paid-plan terms and published promotions.", "status": "unchanged", "changeCount": 0, "previousTracked": 29, "currentTracked": 29, "unchangedCount": 29, "changes": [] }, "benchmarks": { "id": "benchmarks", "label": "Benchmarks", "description": "Comparable score, rank, coverage or methodology-status changes.", "status": "unchanged", "changeCount": 0, "previousTracked": 57, "currentTracked": 57, "unchangedCount": 57, "changes": [] }, "freeTiers": { "id": "freeTiers", "label": "Free tiers", "description": "Published free-plan availability, limits and eligibility terms.", "status": "unchanged", "changeCount": 0, "previousTracked": 2, "currentTracked": 2, "unchangedCount": 2, "changes": [] } }, "timeline": [], "unchangedCategories": [ "models", "availability", "prices", "benchmarks", "freeTiers" ], "methodology": { "comparisonType": "Field-level day-over-day comparison", "sourceOnlyChangesIgnored": true, "modelFields": [ "released", "context", "modalities", "strength", "origin" ], "availabilityFields": [ "availability" ], "apiPriceFields": [ "inputPrice", "outputPrice", "cachedInputPrice", "priceCurrency" ], "benchmarkFields": [ "score", "value", "rank", "coverage", "status", "result", "unit" ], "freeTierFields": [ "price", "limit", "availability", "eligibility", "feature", "notes" ] } }, "trendTimeline": { "version": "1.0", "asOf": "2026-09-07", "timezone": "America/New_York", "availableHistoryStart": "2026-09-04", "availableHistoryEnd": "2026-09-07", "availableEditionCount": 2, "availableCalendarDays": 4, "defaultWindow": 7, "requestedWindows": [ 7, 30, 90 ], "groups": { "models": { "label": "Models and availability", "description": "Model additions, removals, capability-record revisions, endpoint access and lifecycle movement.", "categories": [ "models", "availability" ] }, "prices": { "label": "Prices and free tiers", "description": "API prices, subscriptions, promotions, free-plan availability and published quota changes.", "categories": [ "prices", "freeTiers" ] }, "benchmarks": { "label": "Benchmarks", "description": "Comparable scores, coverage, ranking and methodology-status movement.", "categories": [ "benchmarks" ] } }, "providers": [], "comparisonCount": 1, "totalEventCount": 0, "windows": { "7": { "id": "7d", "days": 7, "label": "7-day", "requestedStartDate": "2026-09-01", "endDate": "2026-09-07", "coverageStartDate": "2026-09-04", "coverageEndDate": "2026-09-07", "editionCount": 2, "coveredCalendarDays": 4, "missingEditionDays": 2, "complete": false, "coveragePercent": 57, "coverageLabel": "4 of 7 calendar days represented by 2 preserved editions", "eventCount": 0, "providers": [], "indicators": { "models": { "group": "models", "label": "Models and availability", "description": "Model additions, removals, capability-record revisions, endpoint access and lifecycle movement.", "categories": [ "models", "availability" ], "eventCount": 0, "counts": { "added": 0, "changed": 0, "removed": 0 }, "status": "stable", "symbol": "→", "statusLabel": "Stable", "latestEventDate": null }, "prices": { "group": "prices", "label": "Prices and free tiers", "description": "API prices, subscriptions, promotions, free-plan availability and published quota changes.", "categories": [ "prices", "freeTiers" ], "eventCount": 0, "counts": { "added": 0, "changed": 0, "removed": 0 }, "status": "stable", "symbol": "→", "statusLabel": "Stable", "latestEventDate": null }, "benchmarks": { "group": "benchmarks", "label": "Benchmarks", "description": "Comparable scores, coverage, ranking and methodology-status movement.", "categories": [ "benchmarks" ], "eventCount": 0, "counts": { "added": 0, "changed": 0, "removed": 0 }, "status": "stable", "symbol": "→", "statusLabel": "Stable", "latestEventDate": null } }, "dailyActivity": [ { "date": "2026-09-04", "displayDate": "Friday, September 4, 2026", "total": 0, "models": 0, "prices": 0, "benchmarks": 0 }, { "date": "2026-09-07", "displayDate": "Monday, September 7, 2026", "total": 0, "models": 0, "prices": 0, "benchmarks": 0 } ], "events": [] }, "30": { "id": "30d", "days": 30, "label": "30-day", "requestedStartDate": "2026-08-09", "endDate": "2026-09-07", "coverageStartDate": "2026-09-04", "coverageEndDate": "2026-09-07", "editionCount": 2, "coveredCalendarDays": 4, "missingEditionDays": 2, "complete": false, "coveragePercent": 13, "coverageLabel": "4 of 30 calendar days represented by 2 preserved editions", "eventCount": 0, "providers": [], "indicators": { "models": { "group": "models", "label": "Models and availability", "description": "Model additions, removals, capability-record revisions, endpoint access and lifecycle movement.", "categories": [ "models", "availability" ], "eventCount": 0, "counts": { "added": 0, "changed": 0, "removed": 0 }, "status": "stable", "symbol": "→", "statusLabel": "Stable", "latestEventDate": null }, "prices": { "group": "prices", "label": "Prices and free tiers", "description": "API prices, subscriptions, promotions, free-plan availability and published quota changes.", "categories": [ "prices", "freeTiers" ], "eventCount": 0, "counts": { "added": 0, "changed": 0, "removed": 0 }, "status": "stable", "symbol": "→", "statusLabel": "Stable", "latestEventDate": null }, "benchmarks": { "group": "benchmarks", "label": "Benchmarks", "description": "Comparable scores, coverage, ranking and methodology-status movement.", "categories": [ "benchmarks" ], "eventCount": 0, "counts": { "added": 0, "changed": 0, "removed": 0 }, "status": "stable", "symbol": "→", "statusLabel": "Stable", "latestEventDate": null } }, "dailyActivity": [ { "date": "2026-09-04", "displayDate": "Friday, September 4, 2026", "total": 0, "models": 0, "prices": 0, "benchmarks": 0 }, { "date": "2026-09-07", "displayDate": "Monday, September 7, 2026", "total": 0, "models": 0, "prices": 0, "benchmarks": 0 } ], "events": [] }, "90": { "id": "90d", "days": 90, "label": "90-day", "requestedStartDate": "2026-06-10", "endDate": "2026-09-07", "coverageStartDate": "2026-09-04", "coverageEndDate": "2026-09-07", "editionCount": 2, "coveredCalendarDays": 4, "missingEditionDays": 2, "complete": false, "coveragePercent": 4, "coverageLabel": "4 of 90 calendar days represented by 2 preserved editions", "eventCount": 0, "providers": [], "indicators": { "models": { "group": "models", "label": "Models and availability", "description": "Model additions, removals, capability-record revisions, endpoint access and lifecycle movement.", "categories": [ "models", "availability" ], "eventCount": 0, "counts": { "added": 0, "changed": 0, "removed": 0 }, "status": "stable", "symbol": "→", "statusLabel": "Stable", "latestEventDate": null }, "prices": { "group": "prices", "label": "Prices and free tiers", "description": "API prices, subscriptions, promotions, free-plan availability and published quota changes.", "categories": [ "prices", "freeTiers" ], "eventCount": 0, "counts": { "added": 0, "changed": 0, "removed": 0 }, "status": "stable", "symbol": "→", "statusLabel": "Stable", "latestEventDate": null }, "benchmarks": { "group": "benchmarks", "label": "Benchmarks", "description": "Comparable scores, coverage, ranking and methodology-status movement.", "categories": [ "benchmarks" ], "eventCount": 0, "counts": { "added": 0, "changed": 0, "removed": 0 }, "status": "stable", "symbol": "→", "statusLabel": "Stable", "latestEventDate": null } }, "dailyActivity": [ { "date": "2026-09-04", "displayDate": "Friday, September 4, 2026", "total": 0, "models": 0, "prices": 0, "benchmarks": 0 }, { "date": "2026-09-07", "displayDate": "Monday, September 7, 2026", "total": 0, "models": 0, "prices": 0, "benchmarks": 0 } ], "events": [] } }, "limitations": [ "A window is marked incomplete until preserved daily editions cover the requested calendar span without gaps.", "Activity indicators summarize verified change events; they are not model-quality rankings or investment signals.", "Pricing is never averaged across currencies, regions or incompatible billing units.", "Benchmark movement is included only when the underlying historical comparison identifies a comparable score, coverage, rank, result or methodology-status change." ] }, "pricingHistory": { "version": "1.0", "asOf": "2026-09-07", "generatedAt": "2026-09-07T09:00:00-04:00", "coverage": { "availableFrom": "2026-09-04", "availableTo": "2026-09-07", "editionCount": 2, "calendarDays": 4 }, "counts": { "total": 23, "api": 11, "plan": 8, "promotion": 2, "freeTier": 2 }, "providers": [ "Anthropic", "Baidu", "DeepSeek", "Google", "Microsoft", "Moonshot AI", "OpenAI", "Perplexity", "StepFun", "xAI" ], "currencies": [ "CNY", "Not separately published", "USD" ], "regions": [ "Not separately published" ], "sourceCounts": { "stale": 20, "primary-current": 2, "referenced-current": 1 }, "records": [ { "key": "api|anthropic|claude-fable-5|usd|not-separately-published|standard-published-tier", "type": "api", "provider": "Anthropic", "product": "Claude Fable 5", "currentTerms": { "inputPrice": 10, "outputPrice": 50, "cachedInputPrice": null, "currency": "USD", "unit": "Per 1M tokens", "region": "Not separately published", "tier": "Standard published tier" }, "effectiveFrom": null, "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "lastChanged": "2026-09-04", "observationCount": 2, "periodCount": 1, "periods": [ { "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "effectiveFrom": null, "terms": { "inputPrice": 10, "outputPrice": 50, "cachedInputPrice": null, "currency": "USD", "unit": "Per 1M tokens", "region": "Not separately published", "tier": "Standard published tier" }, "sourceId": "anthropic-fable5", "source": { "id": "anthropic-fable5", "title": "Claude Fable 5 and Mythos 5", "publisher": "Anthropic", "url": "https://www.anthropic.com/news/claude-fable-5-mythos-5", "published": "2026-06", "retrieved": "2026-07-20T19:24:00-04:00", "type": "Primary" } } ], "sourceId": "anthropic-fable5", "sourceValidity": { "status": "stale", "label": "Source retrieval stale", "primary": true, "urlValid": true, "retrievedAt": "2026-07-20T19:24:00-04:00", "ageDays": 49, "authority": "Primary", "publisher": "Anthropic", "published": "2026-06" } }, { "key": "api|anthropic|claude-opus-5|usd|not-separately-published|standard-published-tier", "type": "api", "provider": "Anthropic", "product": "Claude Opus 5", "currentTerms": { "inputPrice": 5, "outputPrice": 25, "cachedInputPrice": null, "currency": "USD", "unit": "Per 1M tokens", "region": "Not separately published", "tier": "Standard published tier" }, "effectiveFrom": null, "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "lastChanged": "2026-09-04", "observationCount": 2, "periodCount": 1, "periods": [ { "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "effectiveFrom": null, "terms": { "inputPrice": 5, "outputPrice": 25, "cachedInputPrice": null, "currency": "USD", "unit": "Per 1M tokens", "region": "Not separately published", "tier": "Standard published tier" }, "sourceId": "anthropic-models-overview-aug9", "source": { "id": "anthropic-models-overview-aug9", "title": "Claude models overview", "publisher": "Anthropic", "url": "https://platform.claude.com/docs/en/about-claude/models/overview", "published": "Current documentation", "retrieved": "2026-08-09T22:28:00-04:00", "type": "Primary model documentation" } } ], "sourceId": "anthropic-models-overview-aug9", "sourceValidity": { "status": "primary-current", "label": "Primary source current", "primary": true, "urlValid": true, "retrievedAt": "2026-08-09T22:28:00-04:00", "ageDays": 29, "authority": "Primary model documentation", "publisher": "Anthropic", "published": "Current documentation" } }, { "key": "api|baidu|ernie-5-0|usd|not-separately-published|standard-published-tier", "type": "api", "provider": "Baidu", "product": "ERNIE 5.0", "currentTerms": { "inputPrice": 1.4, "outputPrice": 5.6, "cachedInputPrice": null, "currency": "USD", "unit": "Per 1M tokens", "region": "Not separately published", "tier": "Standard published tier" }, "effectiveFrom": null, "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "lastChanged": "2026-09-04", "observationCount": 2, "periodCount": 1, "periods": [ { "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "effectiveFrom": null, "terms": { "inputPrice": 1.4, "outputPrice": 5.6, "cachedInputPrice": null, "currency": "USD", "unit": "Per 1M tokens", "region": "Not separately published", "tier": "Standard published tier" }, "sourceId": "baidu-ernie50", "source": { "id": "baidu-ernie50", "title": "Baidu Qianfan — ERNIE 5.0 model list and international price", "publisher": "Baidu AI Cloud", "url": "https://intl.cloud.baidu.com/en/doc/qianfan/s/7m95lyy43-intl-en", "published": "Current page", "retrieved": "2026-07-20T20:00:00-04:00", "type": "Primary" } } ], "sourceId": "baidu-ernie50", "sourceValidity": { "status": "stale", "label": "Source retrieval stale", "primary": true, "urlValid": true, "retrievedAt": "2026-07-20T20:00:00-04:00", "ageDays": 49, "authority": "Primary", "publisher": "Baidu AI Cloud", "published": "Current page" } }, { "key": "api|deepseek|v4-flash|usd|not-separately-published|standard-published-tier", "type": "api", "provider": "DeepSeek", "product": "V4 Flash", "currentTerms": { "inputPrice": 0.14, "outputPrice": 0.28, "cachedInputPrice": null, "currency": "USD", "unit": "Per 1M tokens", "region": "Not separately published", "tier": "Standard published tier" }, "effectiveFrom": null, "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "lastChanged": "2026-09-04", "observationCount": 2, "periodCount": 1, "periods": [ { "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "effectiveFrom": null, "terms": { "inputPrice": 0.14, "outputPrice": 0.28, "cachedInputPrice": null, "currency": "USD", "unit": "Per 1M tokens", "region": "Not separately published", "tier": "Standard published tier" }, "sourceId": "deepseek-v4-apr24", "source": { "id": "deepseek-v4-apr24", "title": "DeepSeek V4-Pro and V4-Flash release notes", "publisher": "DeepSeek", "url": "https://api-docs.deepseek.com/news/news260424/", "published": "2026-04-24", "retrieved": "2026-08-09T21:38:00-04:00", "type": "Primary model release documentation" } } ], "sourceId": "deepseek-v4-apr24", "sourceValidity": { "status": "primary-current", "label": "Primary source current", "primary": true, "urlValid": true, "retrievedAt": "2026-08-09T21:38:00-04:00", "ageDays": 29, "authority": "Primary model release documentation", "publisher": "DeepSeek", "published": "2026-04-24" } }, { "key": "api|deepseek|v4-pro|usd|not-separately-published|standard-published-tier", "type": "api", "provider": "DeepSeek", "product": "V4 Pro", "currentTerms": { "inputPrice": 0.435, "outputPrice": 0.87, "cachedInputPrice": 0.003625, "currency": "USD", "unit": "Per 1M tokens", "region": "Not separately published", "tier": "Standard published tier" }, "effectiveFrom": null, "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "lastChanged": "2026-09-04", "observationCount": 2, "periodCount": 1, "periods": [ { "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "effectiveFrom": null, "terms": { "inputPrice": 0.435, "outputPrice": 0.87, "cachedInputPrice": 0.003625, "currency": "USD", "unit": "Per 1M tokens", "region": "Not separately published", "tier": "Standard published tier" }, "sourceId": "reuters-deepseek-v4-0813-aug13", "source": { "id": "reuters-deepseek-v4-0813-aug13", "title": "DeepSeek releases official V4 Pro model as it steps up expansion", "publisher": "Reuters", "url": "https://www.reuters.com/world/china/deepseek-releases-official-v4-pro-model-it-steps-up-expansion-2026-08-13/", "published": "2026-08-13", "retrieved": "2026-08-13T19:38:00-04:00", "type": "Current model release reporting" } } ], "sourceId": "reuters-deepseek-v4-0813-aug13", "sourceValidity": { "status": "referenced-current", "label": "Referenced source current", "primary": false, "urlValid": true, "retrievedAt": "2026-08-13T19:38:00-04:00", "ageDays": 25, "authority": "Current model release reporting", "publisher": "Reuters", "published": "2026-08-13" } }, { "key": "api|moonshot-ai|kimi-k3|cny|not-separately-published|standard-published-tier", "type": "api", "provider": "Moonshot AI", "product": "Kimi K3", "currentTerms": { "inputPrice": 20, "outputPrice": 100, "cachedInputPrice": 2, "currency": "CNY", "unit": "Per 1M tokens", "region": "Not separately published", "tier": "Standard published tier" }, "effectiveFrom": null, "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "lastChanged": "2026-09-04", "observationCount": 2, "periodCount": 1, "periods": [ { "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "effectiveFrom": null, "terms": { "inputPrice": 20, "outputPrice": 100, "cachedInputPrice": 2, "currency": "CNY", "unit": "Per 1M tokens", "region": "Not separately published", "tier": "Standard published tier" }, "sourceId": "moonshot-kimi-k3", "source": { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "url": "https://platform.moonshot.cn/", "published": "Current page", "retrieved": "2026-07-20T20:00:00-04:00", "type": "Primary" } } ], "sourceId": "moonshot-kimi-k3", "sourceValidity": { "status": "stale", "label": "Source retrieval stale", "primary": true, "urlValid": true, "retrievedAt": "2026-07-20T20:00:00-04:00", "ageDays": 49, "authority": "Primary", "publisher": "Moonshot AI", "published": "Current page" } }, { "key": "api|openai|gpt-5-6-luna|usd|not-separately-published|standard-published-tier", "type": "api", "provider": "OpenAI", "product": "GPT-5.6 Luna", "currentTerms": { "inputPrice": 1, "outputPrice": 6, "cachedInputPrice": null, "currency": "USD", "unit": "Per 1M tokens", "region": "Not separately published", "tier": "Standard published tier" }, "effectiveFrom": null, "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "lastChanged": "2026-09-04", "observationCount": 2, "periodCount": 1, "periods": [ { "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "effectiveFrom": null, "terms": { "inputPrice": 1, "outputPrice": 6, "cachedInputPrice": null, "currency": "USD", "unit": "Per 1M tokens", "region": "Not separately published", "tier": "Standard published tier" }, "sourceId": "openai-gpt56", "source": { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "url": "https://openai.com/index/gpt-5-6/", "published": "2026-07-09", "retrieved": "2026-07-20T19:20:00-04:00", "type": "Primary" } } ], "sourceId": "openai-gpt56", "sourceValidity": { "status": "stale", "label": "Source retrieval stale", "primary": true, "urlValid": true, "retrievedAt": "2026-07-20T19:20:00-04:00", "ageDays": 49, "authority": "Primary", "publisher": "OpenAI", "published": "2026-07-09" } }, { "key": "api|openai|gpt-5-6-sol|usd|not-separately-published|standard-published-tier", "type": "api", "provider": "OpenAI", "product": "GPT-5.6 Sol", "currentTerms": { "inputPrice": 5, "outputPrice": 30, "cachedInputPrice": null, "currency": "USD", "unit": "Per 1M tokens", "region": "Not separately published", "tier": "Standard published tier" }, "effectiveFrom": null, "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "lastChanged": "2026-09-04", "observationCount": 2, "periodCount": 1, "periods": [ { "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "effectiveFrom": null, "terms": { "inputPrice": 5, "outputPrice": 30, "cachedInputPrice": null, "currency": "USD", "unit": "Per 1M tokens", "region": "Not separately published", "tier": "Standard published tier" }, "sourceId": "openai-gpt56", "source": { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "url": "https://openai.com/index/gpt-5-6/", "published": "2026-07-09", "retrieved": "2026-07-20T19:20:00-04:00", "type": "Primary" } } ], "sourceId": "openai-gpt56", "sourceValidity": { "status": "stale", "label": "Source retrieval stale", "primary": true, "urlValid": true, "retrievedAt": "2026-07-20T19:20:00-04:00", "ageDays": 49, "authority": "Primary", "publisher": "OpenAI", "published": "2026-07-09" } }, { "key": "api|openai|gpt-5-6-terra|usd|not-separately-published|standard-published-tier", "type": "api", "provider": "OpenAI", "product": "GPT-5.6 Terra", "currentTerms": { "inputPrice": 2.5, "outputPrice": 15, "cachedInputPrice": null, "currency": "USD", "unit": "Per 1M tokens", "region": "Not separately published", "tier": "Standard published tier" }, "effectiveFrom": null, "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "lastChanged": "2026-09-04", "observationCount": 2, "periodCount": 1, "periods": [ { "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "effectiveFrom": null, "terms": { "inputPrice": 2.5, "outputPrice": 15, "cachedInputPrice": null, "currency": "USD", "unit": "Per 1M tokens", "region": "Not separately published", "tier": "Standard published tier" }, "sourceId": "openai-gpt56", "source": { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "url": "https://openai.com/index/gpt-5-6/", "published": "2026-07-09", "retrieved": "2026-07-20T19:20:00-04:00", "type": "Primary" } } ], "sourceId": "openai-gpt56", "sourceValidity": { "status": "stale", "label": "Source retrieval stale", "primary": true, "urlValid": true, "retrievedAt": "2026-07-20T19:20:00-04:00", "ageDays": 49, "authority": "Primary", "publisher": "OpenAI", "published": "2026-07-09" } }, { "key": "api|stepfun|step-3-7-flash|cny|not-separately-published|standard-published-tier", "type": "api", "provider": "StepFun", "product": "Step 3.7 Flash", "currentTerms": { "inputPrice": 1.35, "outputPrice": 8.1, "cachedInputPrice": 0.27, "currency": "CNY", "unit": "Per 1M tokens", "region": "Not separately published", "tier": "Standard published tier" }, "effectiveFrom": null, "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "lastChanged": "2026-09-04", "observationCount": 2, "periodCount": 1, "periods": [ { "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "effectiveFrom": null, "terms": { "inputPrice": 1.35, "outputPrice": 8.1, "cachedInputPrice": 0.27, "currency": "CNY", "unit": "Per 1M tokens", "region": "Not separately published", "tier": "Standard published tier" }, "sourceId": "stepfun-37-flash", "source": { "id": "stepfun-37-flash", "title": "StepFun — Step 3.7 Flash pricing and model documentation", "publisher": "StepFun", "url": "https://platform.stepfun.com/docs/zh/guides/pricing/details", "published": "Current page", "retrieved": "2026-07-20T20:00:00-04:00", "type": "Primary" } } ], "sourceId": "stepfun-37-flash", "sourceValidity": { "status": "stale", "label": "Source retrieval stale", "primary": true, "urlValid": true, "retrievedAt": "2026-07-20T20:00:00-04:00", "ageDays": 49, "authority": "Primary", "publisher": "StepFun", "published": "Current page" } }, { "key": "api|xai|grok-4-5|usd|not-separately-published|standard-published-tier", "type": "api", "provider": "xAI", "product": "Grok 4.5", "currentTerms": { "inputPrice": 2, "outputPrice": 6, "cachedInputPrice": 0.3, "currency": "USD", "unit": "Per 1M tokens", "region": "Not separately published", "tier": "Standard published tier" }, "effectiveFrom": null, "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "lastChanged": "2026-09-04", "observationCount": 2, "periodCount": 1, "periods": [ { "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "effectiveFrom": null, "terms": { "inputPrice": 2, "outputPrice": 6, "cachedInputPrice": 0.3, "currency": "USD", "unit": "Per 1M tokens", "region": "Not separately published", "tier": "Standard published tier" }, "sourceId": "xai-pricing", "source": { "id": "xai-pricing", "title": "xAI API pricing", "publisher": "xAI", "url": "https://docs.x.ai/developers/pricing", "published": "2026-07", "retrieved": "2026-07-20T20:00:00-04:00", "type": "Primary" } } ], "sourceId": "xai-pricing", "sourceValidity": { "status": "stale", "label": "Source retrieval stale", "primary": true, "urlValid": true, "retrievedAt": "2026-07-20T20:00:00-04:00", "ageDays": 49, "authority": "Primary", "publisher": "xAI", "published": "2026-07" } }, { "key": "free-tier|openai|chatgpt-free-go-plus-pro-business-enterprise|not-separately-published", "type": "freeTier", "provider": "OpenAI", "product": "ChatGPT Free / Go / Plus / Pro / Business / Enterprise", "currentTerms": { "price": "Free tier included in plan family", "currency": "Not separately published", "region": "Not separately published", "limit": "Not separately quantified in this edition", "eligibility": "Not separately published", "feature": "Plus includes GPT-5.6 advanced reasoning; exact prices can vary by region.", "notes": "Derived from the preserved plan record until a dedicated provider limit is captured." }, "effectiveFrom": null, "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "lastChanged": "2026-09-04", "observationCount": 2, "periodCount": 1, "periods": [ { "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "effectiveFrom": null, "terms": { "price": "Free tier included in plan family", "currency": "Not separately published", "region": "Not separately published", "limit": "Not separately quantified in this edition", "eligibility": "Not separately published", "feature": "Plus includes GPT-5.6 advanced reasoning; exact prices can vary by region.", "notes": "Derived from the preserved plan record until a dedicated provider limit is captured." }, "sourceId": "openai-chatgpt-pricing", "source": { "id": "openai-chatgpt-pricing", "title": "ChatGPT Plans", "publisher": "OpenAI", "url": "https://openai.com/chatgpt/pricing/", "published": "Current page", "retrieved": "2026-07-20T20:00:00-04:00", "type": "Primary" } } ], "sourceId": "openai-chatgpt-pricing", "sourceValidity": { "status": "stale", "label": "Source retrieval stale", "primary": true, "urlValid": true, "retrievedAt": "2026-07-20T20:00:00-04:00", "ageDays": 49, "authority": "Primary", "publisher": "OpenAI", "published": "Current page" } }, { "key": "free-tier|perplexity|standard-pro-max-education-pro|not-separately-published", "type": "freeTier", "provider": "Perplexity", "product": "Standard / Pro / Max / Education Pro", "currentTerms": { "price": "Free tier included in plan family", "currency": "Not separately published", "region": "Not separately published", "limit": "Not separately quantified in this edition", "eligibility": "Not separately published", "feature": "Individual plans range from free search to higher-limit Pro and Max tiers; eligibility and regional terms vary.", "notes": "Derived from the preserved plan record until a dedicated provider limit is captured." }, "effectiveFrom": null, "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "lastChanged": "2026-09-04", "observationCount": 2, "periodCount": 1, "periods": [ { "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "effectiveFrom": null, "terms": { "price": "Free tier included in plan family", "currency": "Not separately published", "region": "Not separately published", "limit": "Not separately quantified in this edition", "eligibility": "Not separately published", "feature": "Individual plans range from free search to higher-limit Pro and Max tiers; eligibility and regional terms vary.", "notes": "Derived from the preserved plan record until a dedicated provider limit is captured." }, "sourceId": "perplexity-plans", "source": { "id": "perplexity-plans", "title": "Which Perplexity subscription plan is right for you?", "publisher": "Perplexity Support", "url": "https://www.perplexity.ai/help-center/en/articles/11187416-which-perplexity-subscription-plan-is-right-for-you", "published": "Updated 2026-07-22", "retrieved": "2026-07-23T07:11:00-04:00", "type": "Primary plan documentation" } } ], "sourceId": "perplexity-plans", "sourceValidity": { "status": "stale", "label": "Source retrieval stale", "primary": true, "urlValid": true, "retrievedAt": "2026-07-23T07:11:00-04:00", "ageDays": 46, "authority": "Primary plan documentation", "publisher": "Perplexity Support", "published": "Updated 2026-07-22" } }, { "key": "plan|anthropic|claude-max|not-separately-published", "type": "plan", "provider": "Anthropic", "product": "Claude Max", "currentTerms": { "price": "Verify current regional checkout", "currency": "Not separately published", "billingPeriod": "Not separately published", "region": "Not separately published", "feature": "Higher individual usage tiers for heavier Claude users where available." }, "effectiveFrom": null, "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "lastChanged": "2026-09-04", "observationCount": 2, "periodCount": 1, "periods": [ { "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "effectiveFrom": null, "terms": { "price": "Verify current regional checkout", "currency": "Not separately published", "billingPeriod": "Not separately published", "region": "Not separately published", "feature": "Higher individual usage tiers for heavier Claude users where available." }, "sourceId": "anthropic-claude", "source": { "id": "anthropic-claude", "title": "Claude product overview", "publisher": "Anthropic", "url": "https://claude.com/", "published": "Current page", "retrieved": "2026-07-20T20:00:00-04:00", "type": "Primary" } } ], "sourceId": "anthropic-claude", "sourceValidity": { "status": "stale", "label": "Source retrieval stale", "primary": true, "urlValid": true, "retrievedAt": "2026-07-20T20:00:00-04:00", "ageDays": 49, "authority": "Primary", "publisher": "Anthropic", "published": "Current page" } }, { "key": "plan|anthropic|claude-pro|not-separately-published", "type": "plan", "provider": "Anthropic", "product": "Claude Pro", "currentTerms": { "price": "Verify current regional checkout", "currency": "Not separately published", "billingPeriod": "Not separately published", "region": "Not separately published", "feature": "Individual paid tier with higher usage and access to current Claude models where available." }, "effectiveFrom": null, "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "lastChanged": "2026-09-04", "observationCount": 2, "periodCount": 1, "periods": [ { "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "effectiveFrom": null, "terms": { "price": "Verify current regional checkout", "currency": "Not separately published", "billingPeriod": "Not separately published", "region": "Not separately published", "feature": "Individual paid tier with higher usage and access to current Claude models where available." }, "sourceId": "anthropic-claude", "source": { "id": "anthropic-claude", "title": "Claude product overview", "publisher": "Anthropic", "url": "https://claude.com/", "published": "Current page", "retrieved": "2026-07-20T20:00:00-04:00", "type": "Primary" } } ], "sourceId": "anthropic-claude", "sourceValidity": { "status": "stale", "label": "Source retrieval stale", "primary": true, "urlValid": true, "retrievedAt": "2026-07-20T20:00:00-04:00", "ageDays": 49, "authority": "Primary", "publisher": "Anthropic", "published": "Current page" } }, { "key": "plan|google|google-ai-plus|not-separately-published", "type": "plan", "provider": "Google", "product": "Google AI Plus", "currentTerms": { "price": "$4.99 USD/month", "currency": "USD", "billingPeriod": "Monthly", "region": "Not separately published", "feature": "400GB storage and expanded Gemini access; availability and local tax vary." }, "effectiveFrom": null, "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "lastChanged": "2026-09-04", "observationCount": 2, "periodCount": 1, "periods": [ { "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "effectiveFrom": null, "terms": { "price": "$4.99 USD/month", "currency": "USD", "billingPeriod": "Monthly", "region": "Not separately published", "feature": "400GB storage and expanded Gemini access; availability and local tax vary." }, "sourceId": "google-ai-plans", "source": { "id": "google-ai-plans", "title": "Google AI plans", "publisher": "Google", "url": "https://one.google.com/about/google-ai-plans/", "published": "Current page", "retrieved": "2026-07-20T20:00:00-04:00", "type": "Primary" } } ], "sourceId": "google-ai-plans", "sourceValidity": { "status": "stale", "label": "Source retrieval stale", "primary": true, "urlValid": true, "retrievedAt": "2026-07-20T20:00:00-04:00", "ageDays": 49, "authority": "Primary", "publisher": "Google", "published": "Current page" } }, { "key": "plan|google|google-ai-pro|not-separately-published", "type": "plan", "provider": "Google", "product": "Google AI Pro", "currentTerms": { "price": "$19.99 USD/month", "currency": "USD", "billingPeriod": "Monthly", "region": "Not separately published", "feature": "5TB storage and higher access to Gemini tools; availability and local tax vary." }, "effectiveFrom": null, "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "lastChanged": "2026-09-04", "observationCount": 2, "periodCount": 1, "periods": [ { "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "effectiveFrom": null, "terms": { "price": "$19.99 USD/month", "currency": "USD", "billingPeriod": "Monthly", "region": "Not separately published", "feature": "5TB storage and higher access to Gemini tools; availability and local tax vary." }, "sourceId": "google-ai-plans", "source": { "id": "google-ai-plans", "title": "Google AI plans", "publisher": "Google", "url": "https://one.google.com/about/google-ai-plans/", "published": "Current page", "retrieved": "2026-07-20T20:00:00-04:00", "type": "Primary" } } ], "sourceId": "google-ai-plans", "sourceValidity": { "status": "stale", "label": "Source retrieval stale", "primary": true, "urlValid": true, "retrievedAt": "2026-07-20T20:00:00-04:00", "ageDays": 49, "authority": "Primary", "publisher": "Google", "published": "Current page" } }, { "key": "plan|microsoft|copilot-pro|not-separately-published", "type": "plan", "provider": "Microsoft", "product": "Copilot Pro", "currentTerms": { "price": "$20 USD/user/month", "currency": "USD", "billingPeriod": "Monthly", "region": "Not separately published", "feature": "Preferred access to advanced models and Copilot features in supported Microsoft 365 apps." }, "effectiveFrom": null, "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "lastChanged": "2026-09-04", "observationCount": 2, "periodCount": 1, "periods": [ { "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "effectiveFrom": null, "terms": { "price": "$20 USD/user/month", "currency": "USD", "billingPeriod": "Monthly", "region": "Not separately published", "feature": "Preferred access to advanced models and Copilot features in supported Microsoft 365 apps." }, "sourceId": "microsoft-copilot-pro", "source": { "id": "microsoft-copilot-pro", "title": "Microsoft Copilot Pro plan and pricing", "publisher": "Microsoft", "url": "https://www.microsoft.com/en-us/store/b/copilotpro", "published": "Current page", "retrieved": "2026-07-23T07:09:00-04:00", "type": "Primary plan page" } } ], "sourceId": "microsoft-copilot-pro", "sourceValidity": { "status": "stale", "label": "Source retrieval stale", "primary": true, "urlValid": true, "retrievedAt": "2026-07-23T07:09:00-04:00", "ageDays": 46, "authority": "Primary plan page", "publisher": "Microsoft", "published": "Current page" } }, { "key": "plan|openai|chatgpt-free-go-plus-pro-business-enterprise|not-separately-published", "type": "plan", "provider": "OpenAI", "product": "ChatGPT Free / Go / Plus / Pro / Business / Enterprise", "currentTerms": { "price": "Regional price shown at checkout", "currency": "Not separately published", "billingPeriod": "Not separately published", "region": "Not separately published", "feature": "Plus includes GPT-5.6 advanced reasoning; exact prices can vary by region." }, "effectiveFrom": null, "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "lastChanged": "2026-09-04", "observationCount": 2, "periodCount": 1, "periods": [ { "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "effectiveFrom": null, "terms": { "price": "Regional price shown at checkout", "currency": "Not separately published", "billingPeriod": "Not separately published", "region": "Not separately published", "feature": "Plus includes GPT-5.6 advanced reasoning; exact prices can vary by region." }, "sourceId": "openai-chatgpt-pricing", "source": { "id": "openai-chatgpt-pricing", "title": "ChatGPT Plans", "publisher": "OpenAI", "url": "https://openai.com/chatgpt/pricing/", "published": "Current page", "retrieved": "2026-07-20T20:00:00-04:00", "type": "Primary" } } ], "sourceId": "openai-chatgpt-pricing", "sourceValidity": { "status": "stale", "label": "Source retrieval stale", "primary": true, "urlValid": true, "retrievedAt": "2026-07-20T20:00:00-04:00", "ageDays": 49, "authority": "Primary", "publisher": "OpenAI", "published": "Current page" } }, { "key": "plan|perplexity|standard-pro-max-education-pro|not-separately-published", "type": "plan", "provider": "Perplexity", "product": "Standard / Pro / Max / Education Pro", "currentTerms": { "price": "Education Pro: $10/month with verification; verify other paid tiers", "currency": "USD", "billingPeriod": "Monthly", "region": "Not separately published", "feature": "Individual plans range from free search to higher-limit Pro and Max tiers; eligibility and regional terms vary." }, "effectiveFrom": null, "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "lastChanged": "2026-09-04", "observationCount": 2, "periodCount": 1, "periods": [ { "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "effectiveFrom": null, "terms": { "price": "Education Pro: $10/month with verification; verify other paid tiers", "currency": "USD", "billingPeriod": "Monthly", "region": "Not separately published", "feature": "Individual plans range from free search to higher-limit Pro and Max tiers; eligibility and regional terms vary." }, "sourceId": "perplexity-plans", "source": { "id": "perplexity-plans", "title": "Which Perplexity subscription plan is right for you?", "publisher": "Perplexity Support", "url": "https://www.perplexity.ai/help-center/en/articles/11187416-which-perplexity-subscription-plan-is-right-for-you", "published": "Updated 2026-07-22", "retrieved": "2026-07-23T07:11:00-04:00", "type": "Primary plan documentation" } } ], "sourceId": "perplexity-plans", "sourceValidity": { "status": "stale", "label": "Source retrieval stale", "primary": true, "urlValid": true, "retrievedAt": "2026-07-23T07:11:00-04:00", "ageDays": 46, "authority": "Primary plan documentation", "publisher": "Perplexity Support", "published": "Updated 2026-07-22" } }, { "key": "plan|xai|grok-premium-plans|not-separately-published", "type": "plan", "provider": "xAI", "product": "Grok premium plans", "currentTerms": { "price": "Verify current checkout", "currency": "Not separately published", "billingPeriod": "Not separately published", "region": "Not separately published", "feature": "Plan names, billing terms and regional availability can change; use the official product page." }, "effectiveFrom": null, "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "lastChanged": "2026-09-04", "observationCount": 2, "periodCount": 1, "periods": [ { "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "effectiveFrom": null, "terms": { "price": "Verify current checkout", "currency": "Not separately published", "billingPeriod": "Not separately published", "region": "Not separately published", "feature": "Plan names, billing terms and regional availability can change; use the official product page." }, "sourceId": "xai-grok-plans", "source": { "id": "xai-grok-plans", "title": "Grok product and plan page", "publisher": "xAI", "url": "https://grok.com/", "published": "Current page", "retrieved": "2026-07-23T07:12:00-04:00", "type": "Primary product page" } } ], "sourceId": "xai-grok-plans", "sourceValidity": { "status": "stale", "label": "Source retrieval stale", "primary": true, "urlValid": true, "retrievedAt": "2026-07-23T07:12:00-04:00", "ageDays": 46, "authority": "Primary product page", "publisher": "xAI", "published": "Current page" } }, { "key": "promotion|anthropic|claude-sonnet-5-introductory-api-pricing|not-separately-published", "type": "promotion", "provider": "Anthropic", "product": "Claude Sonnet 5 introductory API pricing", "currentTerms": { "offer": "$2 input / $10 output per 1M tokens through August 31, 2026", "currency": "USD", "region": "Not separately published", "eligibility": "Claude API usage under Anthropic’s published terms and regional availability.", "startsAt": null, "endsAt": null, "detail": "Anthropic says standard pricing changes to $3 input and $15 output per million tokens after the introductory period." }, "effectiveFrom": null, "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "lastChanged": "2026-09-04", "observationCount": 2, "periodCount": 1, "periods": [ { "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "effectiveFrom": null, "terms": { "offer": "$2 input / $10 output per 1M tokens through August 31, 2026", "currency": "USD", "region": "Not separately published", "eligibility": "Claude API usage under Anthropic’s published terms and regional availability.", "startsAt": null, "endsAt": null, "detail": "Anthropic says standard pricing changes to $3 input and $15 output per million tokens after the introductory period." }, "sourceId": "anthropic-sonnet5", "source": { "id": "anthropic-sonnet5", "title": "Introducing Claude Sonnet 5", "publisher": "Anthropic", "url": "https://www.anthropic.com/news/claude-sonnet-5", "published": "2026-06", "retrieved": "2026-07-23T07:13:00-04:00", "type": "Primary launch and pricing page" } } ], "sourceId": "anthropic-sonnet5", "sourceValidity": { "status": "stale", "label": "Source retrieval stale", "primary": true, "urlValid": true, "retrievedAt": "2026-07-23T07:13:00-04:00", "ageDays": 46, "authority": "Primary launch and pricing page", "publisher": "Anthropic", "published": "2026-06" } }, { "key": "promotion|microsoft|microsoft-365-copilot-business-promotional-pricing|not-separately-published", "type": "promotion", "provider": "Microsoft", "product": "Microsoft 365 Copilot Business promotional pricing", "currentTerms": { "offer": "First-year discount available through September 30, 2026", "currency": "Not separately published", "region": "Not separately published", "eligibility": "Eligible Microsoft 365 business customers; annual commitment and other terms apply.", "startsAt": null, "endsAt": null, "detail": "Microsoft lists promotional pricing for eligible Microsoft 365 Copilot Business plans and add-ons. Discount levels vary by selected plan." }, "effectiveFrom": null, "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "lastChanged": "2026-09-04", "observationCount": 2, "periodCount": 1, "periods": [ { "firstObserved": "2026-09-04", "lastObserved": "2026-09-07", "effectiveFrom": null, "terms": { "offer": "First-year discount available through September 30, 2026", "currency": "Not separately published", "region": "Not separately published", "eligibility": "Eligible Microsoft 365 business customers; annual commitment and other terms apply.", "startsAt": null, "endsAt": null, "detail": "Microsoft lists promotional pricing for eligible Microsoft 365 Copilot Business plans and add-ons. Discount levels vary by selected plan." }, "sourceId": "microsoft-copilot-business-promo", "source": { "id": "microsoft-copilot-business-promo", "title": "Microsoft 365 Copilot plans and promotional pricing", "publisher": "Microsoft", "url": "https://www.microsoft.com/en-us/microsoft-365-copilot/pricing", "published": "Current promotion through 2026-09-30", "retrieved": "2026-07-23T07:10:00-04:00", "type": "Primary promotion page" } } ], "sourceId": "microsoft-copilot-business-promo", "sourceValidity": { "status": "stale", "label": "Source retrieval stale", "primary": true, "urlValid": true, "retrievedAt": "2026-07-23T07:10:00-04:00", "ageDays": 46, "authority": "Primary promotion page", "publisher": "Microsoft", "published": "Current promotion through 2026-09-30" } } ], "events": [], "windows": { "7": { "requestedDays": 7, "startDate": "2026-09-01", "endDate": "2026-09-07", "editionCount": 2, "representedDays": 4, "missingDays": 5, "complete": false, "status": "incomplete", "availableFrom": "2026-09-04", "availableTo": "2026-09-07", "counts": { "total": 0, "api": 0, "plan": 0, "promotion": 0, "freeTier": 0, "introduced": 0, "changed": 0, "removed": 0 }, "events": [], "activeProviders": [], "activeCurrencies": [] }, "30": { "requestedDays": 30, "startDate": "2026-08-09", "endDate": "2026-09-07", "editionCount": 2, "representedDays": 4, "missingDays": 28, "complete": false, "status": "incomplete", "availableFrom": "2026-09-04", "availableTo": "2026-09-07", "counts": { "total": 0, "api": 0, "plan": 0, "promotion": 0, "freeTier": 0, "introduced": 0, "changed": 0, "removed": 0 }, "events": [], "activeProviders": [], "activeCurrencies": [] }, "90": { "requestedDays": 90, "startDate": "2026-06-10", "endDate": "2026-09-07", "editionCount": 2, "representedDays": 4, "missingDays": 88, "complete": false, "status": "incomplete", "availableFrom": "2026-09-04", "availableTo": "2026-09-07", "counts": { "total": 0, "api": 0, "plan": 0, "promotion": 0, "freeTier": 0, "introduced": 0, "changed": 0, "removed": 0 }, "events": [], "activeProviders": [], "activeCurrencies": [] } }, "sources": { "openai-gpt56": { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "url": "https://openai.com/index/gpt-5-6/", "published": "2026-07-09", "retrieved": "2026-07-20T19:20:00-04:00", "type": "Primary" }, "openai-chatgpt-pricing": { "id": "openai-chatgpt-pricing", "title": "ChatGPT Plans", "publisher": "OpenAI", "url": "https://openai.com/chatgpt/pricing/", "published": "Current page", "retrieved": "2026-07-20T20:00:00-04:00", "type": "Primary" }, "openai-gpt-red": { "id": "openai-gpt-red", "title": "GPT-Red: Unlocking Self-Improvement for Robustness", "publisher": "OpenAI", "url": "https://openai.com/", "published": "2026-07-15", "retrieved": "2026-07-20T19:45:00-04:00", "type": "Primary" }, "anthropic-fable5": { "id": "anthropic-fable5", "title": "Claude Fable 5 and Mythos 5", "publisher": "Anthropic", "url": "https://www.anthropic.com/news/claude-fable-5-mythos-5", "published": "2026-06", "retrieved": "2026-07-20T19:24:00-04:00", "type": "Primary" }, "anthropic-claude": { "id": "anthropic-claude", "title": "Claude product overview", "publisher": "Anthropic", "url": "https://claude.com/", "published": "Current page", "retrieved": "2026-07-20T20:00:00-04:00", "type": "Primary" }, "xai-grok45": { "id": "xai-grok45", "title": "Grok 4.5", "publisher": "xAI", "url": "https://x.ai/news/grok-4-5", "published": "2026-07-16", "retrieved": "2026-07-20T19:28:00-04:00", "type": "Primary" }, "xai-pricing": { "id": "xai-pricing", "title": "xAI API pricing", "publisher": "xAI", "url": "https://docs.x.ai/developers/pricing", "published": "2026-07", "retrieved": "2026-07-20T20:00:00-04:00", "type": "Primary" }, "xai-grok-build": { "id": "xai-grok-build", "title": "Grok Build release", "publisher": "xAI", "url": "https://x.ai/news", "published": "2026-07-15", "retrieved": "2026-07-20T19:30:00-04:00", "type": "Primary" }, "google-gemini35": { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "url": "https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-5/", "published": "2026-05-19", "retrieved": "2026-07-20T19:31:00-04:00", "type": "Primary" }, "google-ai-plans": { "id": "google-ai-plans", "title": "Google AI plans", "publisher": "Google", "url": "https://one.google.com/about/google-ai-plans/", "published": "Current page", "retrieved": "2026-07-20T20:00:00-04:00", "type": "Primary" }, "google-parallel-search": { "id": "google-parallel-search", "title": "Parallel web search grounding update", "publisher": "Google", "url": "https://blog.google/technology/ai/", "published": "2026-07", "retrieved": "2026-07-20T19:48:00-04:00", "type": "Primary" }, "deepseek-v4": { "id": "deepseek-v4", "title": "DeepSeek V4 Preview", "publisher": "DeepSeek", "url": "https://api-docs.deepseek.com/news/news260424/", "published": "2026-04-24", "retrieved": "2026-07-20T19:35:00-04:00", "type": "Primary" }, "deepseek-models": { "id": "deepseek-models", "title": "DeepSeek API model and alias documentation", "publisher": "DeepSeek", "url": "https://api-docs.deepseek.com/quick_start/pricing/", "published": "Current page", "retrieved": "2026-07-20T19:36:00-04:00", "type": "Primary" }, "amd-microsoft-helios": { "id": "amd-microsoft-helios", "title": "Microsoft to deploy AMD Helios Rackscale Solution on Azure", "publisher": "AMD", "url": "https://www.amd.com/en/newsroom/press-releases.html", "published": "2026-07-20", "retrieved": "2026-07-20T19:40:00-04:00", "type": "Primary" }, "reuters-waic-governance": { "id": "reuters-waic-governance", "title": "China positions itself in global AI governance at WAIC", "publisher": "Reuters", "url": "https://www.reuters.com/technology/artificial-intelligence/", "published": "2026-07-17", "retrieved": "2026-07-20T19:43:00-04:00", "type": "Secondary" }, "reuters-huawei-waic": { "id": "reuters-huawei-waic", "title": "Huawei presents Atlas 950 SuperPoD at WAIC", "publisher": "Reuters", "url": "https://www.reuters.com/technology/artificial-intelligence/", "published": "2026-07-16", "retrieved": "2026-07-20T19:44:00-04:00", "type": "Secondary" }, "reuters-earnings-watch": { "id": "reuters-earnings-watch", "title": "Alphabet and Intel earnings put AI trade to the test", "publisher": "Reuters", "url": "https://www.reuters.com/technology/artificial-intelligence/", "published": "2026-07-17", "retrieved": "2026-07-20T19:44:00-04:00", "type": "Secondary" }, "nvidia-rtx50": { "id": "nvidia-rtx50", "title": "GeForce RTX 50 Series announcement", "publisher": "NVIDIA", "url": "https://www.nvidia.com/en-us/geforce/graphics-cards/50-series/", "published": "Current product page", "retrieved": "2026-07-20T19:50:00-04:00", "type": "Primary" }, "nvidia-rtx5070": { "id": "nvidia-rtx5070", "title": "GeForce RTX 5070", "publisher": "NVIDIA", "url": "https://www.nvidia.com/en-us/geforce/graphics-cards/50-series/rtx-5070-family/", "published": "Current product page", "retrieved": "2026-07-20T19:50:00-04:00", "type": "Primary" }, "nvidia-rtx5050": { "id": "nvidia-rtx5050", "title": "GeForce RTX 5050 announcement", "publisher": "NVIDIA", "url": "https://www.nvidia.com/en-us/geforce/news/", "published": "2026-07", "retrieved": "2026-07-20T19:51:00-04:00", "type": "Primary" }, "amd-halo": { "id": "amd-halo", "title": "Ryzen AI Halo Developer Platform", "publisher": "AMD / Micro Center", "url": "https://www.amd.com/en/developer/resources/ryzen-ai-software.html", "published": "2026", "retrieved": "2026-07-20T19:52:00-04:00", "type": "Primary / retailer" }, "apple-m5pro": { "id": "apple-m5pro", "title": "MacBook Pro with M5 Pro and M5 Max", "publisher": "Apple", "url": "https://www.apple.com/macbook-pro/", "published": "2026", "retrieved": "2026-07-20T19:54:00-04:00", "type": "Primary" }, "apple-neo": { "id": "apple-neo", "title": "MacBook Neo", "publisher": "Apple", "url": "https://www.apple.com/macbook-neo/", "published": "2026", "retrieved": "2026-07-20T19:54:00-04:00", "type": "Primary" }, "market-feed": { "id": "market-feed", "title": "Latest available US market quote feed", "publisher": "Market data feed", "url": "https://www.nasdaq.com/market-activity", "published": "2026-07-20", "retrieved": "2026-07-20T19:59:00-04:00", "type": "Market data" }, "alibaba-qwen37": { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "url": "https://help.aliyun.com/en/model-studio/what-is-model-studio", "published": "Updated 2026-07-10", "retrieved": "2026-07-20T20:00:00-04:00", "type": "Primary" }, "moonshot-kimi-k3": { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "url": "https://platform.moonshot.cn/", "published": "Current page", "retrieved": "2026-07-20T20:00:00-04:00", "type": "Primary" }, "zhipu-glm52": { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "url": "https://docs.bigmodel.cn/cn/guide/start/model-overview", "published": "Current page", "retrieved": "2026-07-20T20:00:00-04:00", "type": "Primary" }, "zhipu-glm-ocr": { "id": "zhipu-glm-ocr", "title": "Zhipu BigModel — GLM-OCR", "publisher": "Zhipu AI", "url": "https://docs.bigmodel.cn/cn/guide/models/vlm/glm-ocr", "published": "Current page", "retrieved": "2026-07-20T20:00:00-04:00", "type": "Primary" }, "baidu-ernie50": { "id": "baidu-ernie50", "title": "Baidu Qianfan — ERNIE 5.0 model list and international price", "publisher": "Baidu AI Cloud", "url": "https://intl.cloud.baidu.com/en/doc/qianfan/s/7m95lyy43-intl-en", "published": "Current page", "retrieved": "2026-07-20T20:00:00-04:00", "type": "Primary" }, "bytedance-doubao-seed21": { "id": "bytedance-doubao-seed21", "title": "Volcengine Ark — Doubao Seed 2.1 model catalog", "publisher": "ByteDance / Volcengine", "url": "https://www.volcengine.com/docs/82379/1330310", "published": "Current page", "retrieved": "2026-07-20T20:00:00-04:00", "type": "Primary" }, "minimax-m3": { "id": "minimax-m3", "title": "MiniMax API — MiniMax-M3 model release and catalog", "publisher": "MiniMax", "url": "https://platform.minimax.io/docs/release-notes/models", "published": "2026-06-01", "retrieved": "2026-07-20T20:00:00-04:00", "type": "Primary" }, "stepfun-37-flash": { "id": "stepfun-37-flash", "title": "StepFun — Step 3.7 Flash pricing and model documentation", "publisher": "StepFun", "url": "https://platform.stepfun.com/docs/zh/guides/pricing/details", "published": "Current page", "retrieved": "2026-07-20T20:00:00-04:00", "type": "Primary" }, "tencent-hunyuan-a13b": { "id": "tencent-hunyuan-a13b", "title": "Tencent Cloud — Hunyuan A13B model overview", "publisher": "Tencent Cloud", "url": "https://cloud.tencent.com/document/product/1729/104753", "published": "Current page", "retrieved": "2026-07-20T20:00:00-04:00", "type": "Primary" }, "openai-hf-incident": { "id": "openai-hf-incident", "title": "OpenAI and Hugging Face partner to address security incident during model evaluation", "publisher": "OpenAI", "url": "https://openai.com/index/hugging-face-model-evaluation-security-incident/", "published": "2026-07-21", "retrieved": "2026-07-21T19:35:00-04:00", "type": "Primary" }, "reuters-china-controls": { "id": "reuters-china-controls", "title": "China considers tighter export controls on AI models and chips, FT reports", "publisher": "Reuters", "url": "https://www.reuters.com/world/asia-pacific/china-considers-tighter-export-controls-ai-models-chips-ft-reports-2026-07-21/", "published": "2026-07-21", "retrieved": "2026-07-21T19:40:00-04:00", "type": "Secondary reporting" }, "reuters-tsmc-prices": { "id": "reuters-tsmc-prices", "title": "TSMC to raise chipmaking prices by up to 10% in 2027, Nikkei Asia reports", "publisher": "Reuters", "url": "https://www.reuters.com/world/asia-pacific/tsmc-raise-chipmaking-prices-by-up-10-2027-nikkei-asia-reports-2026-07-21/", "published": "2026-07-21", "retrieved": "2026-07-21T19:42:00-04:00", "type": "Secondary reporting" }, "supermicro-q4-update": { "id": "supermicro-q4-update", "title": "Supermicro Provides Fourth Quarter of Fiscal Year 2026 Preliminary Business Update", "publisher": "Supermicro Investor Relations", "url": "https://ir.supermicro.com/news/news-details/2026/Supermicro-Provides-Fourth-Quarter-of-Fiscal-Year-2026-Preliminary-Business-Update/default.aspx", "published": "2026-07-21", "retrieved": "2026-07-21T19:44:00-04:00", "type": "Primary" }, "reuters-alphabet-earnings": { "id": "reuters-alphabet-earnings", "title": "Alphabet's Gemini delay, spending worries loom over earnings", "publisher": "Reuters", "url": "https://www.reuters.com/business/alphabets-gemini-delay-spending-worries-loom-over-earnings-2026-07-21/", "published": "2026-07-21", "retrieved": "2026-07-21T19:47:00-04:00", "type": "Secondary reporting" }, "reuters-anthropic-patent": { "id": "reuters-anthropic-patent", "title": "Anthropic sued for infringing neural network technology patents", "publisher": "Reuters", "url": "https://www.reuters.com/legal/government/university-tennessee-sues-anthropic-over-neural-network-technology-2026-07-21/", "published": "2026-07-21", "retrieved": "2026-07-21T19:50:00-04:00", "type": "Secondary reporting" }, "reuters-humanoid-funding": { "id": "reuters-humanoid-funding", "title": "Robotics startup Humanoid raises $152 million Series A round at $1.35 billion valuation", "publisher": "Reuters", "url": "https://www.reuters.com/business/robotics-startup-humanoid-raises-152-million-series-round-135-billion-valuation-2026-07-21/", "published": "2026-07-21", "retrieved": "2026-07-21T19:52:00-04:00", "type": "Secondary reporting" }, "market-msft": { "id": "market-msft", "title": "Microsoft stock quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/msft", "published": "Live market page", "retrieved": "2026-07-21T19:48:00-04:00", "type": "Market data" }, "market-googl": { "id": "market-googl", "title": "Alphabet Class A stock quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/googl", "published": "Live market page", "retrieved": "2026-07-21T19:48:00-04:00", "type": "Market data" }, "market-meta": { "id": "market-meta", "title": "Meta Platforms stock quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/meta", "published": "Live market page", "retrieved": "2026-07-21T19:48:00-04:00", "type": "Market data" }, "market-amzn": { "id": "market-amzn", "title": "Amazon stock quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/amzn", "published": "Live market page", "retrieved": "2026-07-21T19:48:00-04:00", "type": "Market data" }, "market-tsm": { "id": "market-tsm", "title": "TSMC ADR stock quote", "publisher": "NYSE", "url": "https://www.nyse.com/quote/XNYS:TSM", "published": "Live market page", "retrieved": "2026-07-21T19:48:00-04:00", "type": "Market data" }, "market-orcl": { "id": "market-orcl", "title": "Oracle stock quote", "publisher": "NYSE", "url": "https://www.nyse.com/quote/XNYS:ORCL", "published": "Live market page", "retrieved": "2026-07-21T19:48:00-04:00", "type": "Market data" }, "openai-presence": { "id": "openai-presence", "title": "Introducing OpenAI Presence", "publisher": "OpenAI", "url": "https://openai.com/index/introducing-openai-presence/", "published": "2026-07-22", "retrieved": "2026-07-23T06:35:00-04:00", "type": "Primary" }, "openai-national-science": { "id": "openai-national-science", "title": "Advancing the next era of national science", "publisher": "OpenAI", "url": "https://openai.com/index/advancing-the-next-era-of-national-science/", "published": "2026-07-22", "retrieved": "2026-07-23T06:38:00-04:00", "type": "Primary" }, "amd-anthropic": { "id": "amd-anthropic", "title": "AMD and Anthropic announce strategic partnership for up to 2 GW of MI450 Series GPUs", "publisher": "AMD Newsroom", "url": "https://newsroom.amd.com/news/amd-anthropic-strategic-partnership/", "published": "2026-07-22", "retrieved": "2026-07-23T06:42:00-04:00", "type": "Primary" }, "google-q2-2026": { "id": "google-q2-2026", "title": "Alphabet Q2 2026 earnings call — CEO remarks", "publisher": "Google / Alphabet", "url": "https://blog.google/company-news/inside-google/message-ceo/alphabet-earnings-q2-2026/", "published": "2026-07-22", "retrieved": "2026-07-23T06:45:00-04:00", "type": "Primary" }, "qwen-image3": { "id": "qwen-image3", "title": "Qwen-Image-3.0: Rich Content, Authentic Details, Deep Knowledge", "publisher": "Alibaba Cloud / Qwen", "url": "https://www.alibabacloud.com/blog/qwen-image-3-0-rich-content-authentic-details-deep-knowledge_603385", "published": "2026-07-22", "retrieved": "2026-07-23T06:50:00-04:00", "type": "Primary provider publication" }, "qwen-audio3": { "id": "qwen-audio3", "title": "Qwen-Audio-3.0-TTS: More Multilingual, Easier to Direct", "publisher": "Alibaba Cloud / Qwen", "url": "https://www.alibabacloud.com/blog/qwen-audio-3-0-tts-more-multilingual-easier-to-direct_603379", "published": "2026-07-21", "retrieved": "2026-07-23T06:52:00-04:00", "type": "Primary provider publication" }, "reuters-server-cpu-china": { "id": "reuters-server-cpu-china", "title": "Intel and AMD sign longer-term server CPU deals with Chinese clients as prices surge", "publisher": "Reuters", "url": "https://www.reuters.com/legal/transactional/intel-amd-sign-long-term-server-cpu-deals-with-chinese-clients-prices-surge-2026-07-23/", "published": "2026-07-23", "retrieved": "2026-07-23T07:02:00-04:00", "type": "Secondary reporting" }, "ap-markets-jul22": { "id": "ap-markets-jul22", "title": "How major US stock indexes fared Wednesday, July 22, 2026", "publisher": "Associated Press", "url": "https://apnews.com/article/87e0cd1ef1994f0fcbfb8f025064f64f", "published": "2026-07-22", "retrieved": "2026-07-23T07:05:00-04:00", "type": "Market summary" }, "market-nvda": { "id": "market-nvda", "title": "NVIDIA July 22, 2026 closing quote", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/NVDA/", "published": "2026-07-22 close", "retrieved": "2026-07-23T07:05:00-04:00", "type": "Market data" }, "market-amd": { "id": "market-amd", "title": "AMD July 22, 2026 closing quote", "publisher": "ChartExchange", "url": "https://chartexchange.com/symbol/nasdaq-amd/", "published": "2026-07-22 close", "retrieved": "2026-07-23T07:06:00-04:00", "type": "Market data" }, "market-smci": { "id": "market-smci", "title": "Super Micro Computer July 22, 2026 closing quote", "publisher": "ChartExchange", "url": "https://chartexchange.com/symbol/nasdaq-smci/historical/", "published": "2026-07-22 close", "retrieved": "2026-07-23T07:06:00-04:00", "type": "Market data" }, "market-avgo": { "id": "market-avgo", "title": "Broadcom July 22, 2026 closing quote", "publisher": "MarketWatch", "url": "https://www.marketwatch.com/investing/stock/avgo", "published": "2026-07-22 close", "retrieved": "2026-07-23T07:07:00-04:00", "type": "Market data" }, "microsoft-copilot-pro": { "id": "microsoft-copilot-pro", "title": "Microsoft Copilot Pro plan and pricing", "publisher": "Microsoft", "url": "https://www.microsoft.com/en-us/store/b/copilotpro", "published": "Current page", "retrieved": "2026-07-23T07:09:00-04:00", "type": "Primary plan page" }, "microsoft-copilot-business-promo": { "id": "microsoft-copilot-business-promo", "title": "Microsoft 365 Copilot plans and promotional pricing", "publisher": "Microsoft", "url": "https://www.microsoft.com/en-us/microsoft-365-copilot/pricing", "published": "Current promotion through 2026-09-30", "retrieved": "2026-07-23T07:10:00-04:00", "type": "Primary promotion page" }, "perplexity-plans": { "id": "perplexity-plans", "title": "Which Perplexity subscription plan is right for you?", "publisher": "Perplexity Support", "url": "https://www.perplexity.ai/help-center/en/articles/11187416-which-perplexity-subscription-plan-is-right-for-you", "published": "Updated 2026-07-22", "retrieved": "2026-07-23T07:11:00-04:00", "type": "Primary plan documentation" }, "xai-grok-plans": { "id": "xai-grok-plans", "title": "Grok product and plan page", "publisher": "xAI", "url": "https://grok.com/", "published": "Current page", "retrieved": "2026-07-23T07:12:00-04:00", "type": "Primary product page" }, "anthropic-sonnet5": { "id": "anthropic-sonnet5", "title": "Introducing Claude Sonnet 5", "publisher": "Anthropic", "url": "https://www.anthropic.com/news/claude-sonnet-5", "published": "2026-06", "retrieved": "2026-07-23T07:13:00-04:00", "type": "Primary launch and pricing page" }, "openai-health-chatgpt": { "id": "openai-health-chatgpt", "title": "Launching Health in ChatGPT", "publisher": "OpenAI", "url": "https://openai.com/index/health-in-chatgpt/", "published": "2026-07-23", "retrieved": "2026-07-23T19:55:00-04:00", "type": "Primary" }, "google-atlas-ai-economy": { "id": "google-atlas-ai-economy", "title": "Understanding the AI economy — the first ATLAS report", "publisher": "Google", "url": "https://blog.google/innovation-and-ai/technology/research/understanding-the-ai-economy/", "published": "2026-07-23", "retrieved": "2026-07-23T20:00:00-04:00", "type": "Primary" }, "deepseek-v4-pricing-retirement": { "id": "deepseek-v4-pricing-retirement", "title": "DeepSeek V4 models, pricing and legacy alias retirement", "publisher": "DeepSeek API Docs", "url": "https://api-docs.deepseek.com/quick_start/pricing", "published": "Current documentation; alias retirement 2026-07-24 15:59 UTC", "retrieved": "2026-07-23T20:05:00-04:00", "type": "Primary" }, "ftc-ai-accuracy-policy": { "id": "ftc-ai-accuracy-policy", "title": "FTC seeks public comment on policy statement addressing AI accuracy", "publisher": "Federal Trade Commission", "url": "https://www.ftc.gov/news-events/news/press-releases/2026/07/ftc-seeks-public-comment-policy-statement-addressing-ai-accuracy", "published": "2026-07; comments due 2026-07-31", "retrieved": "2026-07-23T20:08:00-04:00", "type": "Government source" }, "ap-markets-jul23": { "id": "ap-markets-jul23", "title": "How major US stock indexes fared Thursday, July 23, 2026", "publisher": "Associated Press", "url": "https://apnews.com/article/wall-street-dow-nasdaq-stocks-3cb4bc150707e0a4378312fbb825f5e4", "published": "2026-07-23", "retrieved": "2026-07-23T20:12:00-04:00", "type": "Market summary" }, "market-googl-jul23": { "id": "market-googl-jul23", "title": "Alphabet July 23, 2026 closing quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/googl/historical", "published": "2026-07-23 close", "retrieved": "2026-07-23T20:15:00-04:00", "type": "Historical market data" }, "market-nvda-jul23": { "id": "market-nvda-jul23", "title": "NVIDIA July 23, 2026 closing quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/nvda/historical", "published": "2026-07-23 close", "retrieved": "2026-07-23T20:16:00-04:00", "type": "Historical market data" }, "market-amd-jul23": { "id": "market-amd-jul23", "title": "AMD July 23, 2026 closing quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/amd/historical", "published": "2026-07-23 close", "retrieved": "2026-07-23T20:17:00-04:00", "type": "Historical market data" }, "market-smci-jul23": { "id": "market-smci-jul23", "title": "Super Micro Computer July 23, 2026 closing quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/smci/historical", "published": "2026-07-23 close", "retrieved": "2026-07-23T20:18:00-04:00", "type": "Historical market data" }, "market-avgo-jul23": { "id": "market-avgo-jul23", "title": "Broadcom July 23, 2026 closing quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/avgo/historical", "published": "2026-07-23 close", "retrieved": "2026-07-23T20:19:00-04:00", "type": "Historical market data" }, "market-msft-jul23": { "id": "market-msft-jul23", "title": "Microsoft July 23, 2026 closing quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/msft/historical", "published": "2026-07-23 close", "retrieved": "2026-07-23T20:20:00-04:00", "type": "Historical market data" }, "meta-ai-actions-jul24": { "id": "meta-ai-actions-jul24", "title": "Meta AI Doesn’t Just Think, It Acts", "publisher": "Meta", "url": "https://about.fb.com/news/2026/07/meta-ai-muse-spark-doesnt-just-think-it-acts/", "published": "2026-07-24", "retrieved": "2026-07-25T03:25:00-04:00", "type": "Primary" }, "google-eu-ai-transparency-code": { "id": "google-eu-ai-transparency-code", "title": "Google signs the EU AI Act Code of Practice on Transparency of AI-Generated Content", "publisher": "Google", "url": "https://blog.google/company-news/outreach-and-initiatives/public-policy/eu-ai-act-transparency-code-of-practice/", "published": "2026-07-24", "retrieved": "2026-07-25T03:30:00-04:00", "type": "Primary" }, "amd-advancing-ai-2026": { "id": "amd-advancing-ai-2026", "title": "AMD Advancing AI 2026", "publisher": "AMD", "url": "https://www.amd.com/en/corporate/events/advancing-ai.html", "published": "2026-07-22 to 2026-07-23", "retrieved": "2026-07-25T03:35:00-04:00", "type": "Primary" }, "deepseek-v4-post-retirement": { "id": "deepseek-v4-post-retirement", "title": "DeepSeek V4 models, pricing and legacy alias retirement", "publisher": "DeepSeek API Docs", "url": "https://api-docs.deepseek.com/quick_start/pricing", "published": "Current documentation; legacy aliases retired 2026-07-24 15:59 UTC", "retrieved": "2026-07-25T03:40:00-04:00", "type": "Primary" }, "market-summary-jul24": { "id": "market-summary-jul24", "title": "Broadcom shares fall as the S&P 500 and Dow finish slightly higher", "publisher": "MarketWatch", "url": "https://www.marketwatch.com/data-news/broadcom-inc-stock-underperforms-friday-when-compared-to-competitors-9e8602a4-a84725bbedab", "published": "2026-07-24 close", "retrieved": "2026-07-25T03:45:00-04:00", "type": "Market summary" }, "market-googl-jul24": { "id": "market-googl-jul24", "title": "Alphabet July 24, 2026 historical quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/googl/historical", "published": "2026-07-24 close", "retrieved": "2026-07-25T03:46:00-04:00", "type": "Historical market data" }, "market-nvda-jul24": { "id": "market-nvda-jul24", "title": "NVIDIA July 24, 2026 historical quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/nvda/historical", "published": "2026-07-24 close", "retrieved": "2026-07-25T03:47:00-04:00", "type": "Historical market data" }, "market-amd-jul24": { "id": "market-amd-jul24", "title": "AMD July 24, 2026 historical quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/amd/historical", "published": "2026-07-24 close", "retrieved": "2026-07-25T03:48:00-04:00", "type": "Historical market data" }, "market-smci-jul24": { "id": "market-smci-jul24", "title": "Super Micro Computer July 24, 2026 historical quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/smci/historical", "published": "2026-07-24 close", "retrieved": "2026-07-25T03:49:00-04:00", "type": "Historical market data" }, "market-avgo-jul24": { "id": "market-avgo-jul24", "title": "Broadcom July 24, 2026 historical quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/avgo/historical", "published": "2026-07-24 close", "retrieved": "2026-07-25T03:50:00-04:00", "type": "Historical market data" }, "nvidia-sk-ai-factory-jul24": { "id": "nvidia-sk-ai-factory-jul24", "title": "SK Group and NVIDIA Expand Strategic Partnership Across AI Factories and Next-Generation Memory", "publisher": "NVIDIA Newsroom", "url": "https://nvidianews.nvidia.com/news/sk-group-and-nvidia-expand-strategic-partnership-across-ai-factories-and-next-generation-memory", "published": "2026-07-24", "retrieved": "2026-07-26T05:20:00-04:00", "type": "Primary" }, "nvidia-korea-summit-jul24": { "id": "nvidia-korea-summit-jul24", "title": "At AI Summit, South Korea Outlines Its AI Future With NVIDIA and Partners", "publisher": "NVIDIA Blog", "url": "https://blogs.nvidia.com/blog/ai-summit-korea-partners-and-nvidia/", "published": "2026-07-23; updated 2026-07-24", "retrieved": "2026-07-26T05:30:00-04:00", "type": "Primary" }, "nvidia-kaist-lab-jul23": { "id": "nvidia-kaist-lab-jul23", "title": "NVIDIA and KAIST Launch Joint AI Research Lab to Accelerate AI Innovation in Korea", "publisher": "NVIDIA Newsroom", "url": "https://nvidianews.nvidia.com/news/nvidia-and-kaist-launch-joint-ai-research-lab-to-accelerate-ai-innovation-in-korea", "published": "2026-07-23", "retrieved": "2026-07-26T05:35:00-04:00", "type": "Primary" }, "wsj-openai-ohio-backstop-jul26": { "id": "wsj-openai-ohio-backstop-jul26", "title": "Nvidia in Talks With OpenAI to Guarantee $250 Billion Financing for Data Center", "publisher": "The Wall Street Journal", "url": "https://www.wsj.com/tech/ai/nvidia-in-talks-with-openai-to-guarantee-250-billion-financing-for-data-center-3dd6eae3", "published": "2026-07-26", "retrieved": "2026-07-26T20:30:00-04:00", "type": "Secondary reporting" }, "reuters-openai-ohio-backstop-jul26": { "id": "reuters-openai-ohio-backstop-jul26", "title": "Nvidia in talks with OpenAI to guarantee $250 billion financing for data center, WSJ reports", "publisher": "Reuters", "url": "https://wtaq.com/2026/07/26/nvidia-in-talks-with-openai-to-guarantee-250-billion-financing-for-data-center-wsj-reports/", "published": "2026-07-26", "retrieved": "2026-07-26T20:35:00-04:00", "type": "Secondary reporting" }, "theinformation-openai-ohio-campus-jun09": { "id": "theinformation-openai-ohio-campus-jun09", "title": "OpenAI in Talks to Lease 10 Gigawatt Ohio Data Center with Backing From Nvidia", "publisher": "The Information", "url": "https://www.theinformation.com/articles/openai-talks-lease-10-gigawatt-ohio-data-center-backing-nvidia/", "published": "2026-06-09", "retrieved": "2026-07-26T20:38:00-04:00", "type": "Secondary reporting" }, "nvidia-open-secure-ai-alliance-jul27": { "id": "nvidia-open-secure-ai-alliance-jul27", "title": "Industry Leaders Unite in Open Secure AI Alliance for AI Safety and Security", "publisher": "NVIDIA Blog", "url": "https://blogs.nvidia.com/blog/open-secure-ai-alliance/", "published": "2026-07-27", "retrieved": "2026-07-27T19:45:00-04:00", "type": "Primary" }, "nvidia-ssi-partnership-jul27": { "id": "nvidia-ssi-partnership-jul27", "title": "Ilya Sutskever’s Safe Superintelligence Inc. and NVIDIA Announce Long-Term Strategic Partnership", "publisher": "NVIDIA Newsroom", "url": "https://nvidianews.nvidia.com/news/ilya-sutskevers-safe-superintelligence-inc-and-nvidia-announce-long-term-strategic-partnership", "published": "2026-07-27", "retrieved": "2026-07-27T19:55:00-04:00", "type": "Primary" }, "openai-work-frontier-jul27": { "id": "openai-work-frontier-jul27", "title": "How AI is expanding what people do at work", "publisher": "OpenAI", "url": "https://openai.com/index/how-ai-is-expanding-what-people-do-at-work/", "published": "2026-07-27", "retrieved": "2026-07-27T20:05:00-04:00", "type": "Primary" }, "reuters-altman-huang-warner-jul27": { "id": "reuters-altman-huang-warner-jul27", "title": "OpenAI CEO Sam Altman and NVIDIA CEO Jensen Huang to meet Senator Mark Warner", "publisher": "Reuters", "url": "https://www.reuters.com/business/openais-sam-altman-meet-with-senate-intelligence-committees-top-democrat-2026-07-27/", "published": "2026-07-27", "retrieved": "2026-07-27T20:15:00-04:00", "type": "Secondary reporting" }, "ap-us-market-close-jul27": { "id": "ap-us-market-close-jul27", "title": "How major US stock indexes fared Monday 7/27/2026", "publisher": "The Associated Press", "url": "https://apnews.com/article/wall-street-stocks-dow-nasdaq-e7325919557efc52535a96f09ab38b0d", "published": "2026-07-27 close", "retrieved": "2026-07-27T20:25:00-04:00", "type": "Market summary" }, "market-nvda-jul27": { "id": "market-nvda-jul27", "title": "NVIDIA July 27, 2026 historical quote", "publisher": "Investing.com", "url": "https://www.investing.com/equities/nvidia-corp-historical-data?symbol=NVDA", "published": "2026-07-27 close", "retrieved": "2026-07-27T20:30:00-04:00", "type": "Historical market data" }, "meta-blackrock-el-paso-jul28": { "id": "meta-blackrock-el-paso-jul28", "title": "Meta Announces New Strategic Venture with BlackRock to Develop Data Center in El Paso", "publisher": "Meta Investor Relations", "url": "https://investor.atmeta.com/investor-news/press-release-details/2026/Meta-Announces-New-Strategic-Venture-with-BlackRock-to-Develop-Data-Center-in-El-Paso/default.aspx", "published": "2026-07-28", "retrieved": "2026-07-29T00:02:00-04:00", "type": "Primary" }, "pacing-frontier-jul28": { "id": "pacing-frontier-jul28", "title": "Pacing the Frontier", "publisher": "Pacing the Frontier", "url": "https://www.pacingthefrontier.com/", "published": "2026-07-28", "retrieved": "2026-07-29T00:05:00-04:00", "type": "Employee statement" }, "mcp-releases-status-jul28": { "id": "mcp-releases-status-jul28", "title": "Releases · modelcontextprotocol/modelcontextprotocol", "publisher": "Model Context Protocol on GitHub", "url": "https://github.com/modelcontextprotocol/modelcontextprotocol/releases", "published": "Status at 2026-07-29 cutoff", "retrieved": "2026-07-29T00:08:00-04:00", "type": "Official repository" }, "mcp-versioning-status-jul28": { "id": "mcp-versioning-status-jul28", "title": "Versioning - Model Context Protocol", "publisher": "Model Context Protocol", "url": "https://modelcontextprotocol.io/docs/learn/versioning", "published": "Status at 2026-07-29 cutoff", "retrieved": "2026-07-29T00:09:00-04:00", "type": "Official documentation" }, "fcc-robots-inverters-jul28": { "id": "fcc-robots-inverters-jul28", "title": "FCC bans humanoid robots from China, citing unacceptable risks", "publisher": "The Guardian", "url": "https://www.theguardian.com/us-news/2026/jul/28/fcc-ban-humanoid-robots-china", "published": "2026-07-28", "retrieved": "2026-07-29T00:11:00-04:00", "type": "Secondary reporting with FCC determination link" }, "reuters-chip-rout-jul28": { "id": "reuters-chip-rout-jul28", "title": "Chip rout", "publisher": "Reuters", "url": "https://www.reuters.com/podcasts/reuters-morning-bid/chip-rout-2026-07-28/", "published": "2026-07-28", "retrieved": "2026-07-29T00:13:00-04:00", "type": "Market analysis" }, "ap-us-market-close-jul28": { "id": "ap-us-market-close-jul28", "title": "How major US stock indexes fared Tuesday 7/28/2026", "publisher": "The Associated Press", "url": "https://apnews.com/article/wall-street-stocks-dow-nasdaq-d2a114bce818cab6ee9583f4815cb89a", "published": "2026-07-28 close", "retrieved": "2026-07-29T00:15:00-04:00", "type": "Market summary" }, "market-qcom-jul28": { "id": "market-qcom-jul28", "title": "Qualcomm Inc. stock underperforms Tuesday when compared to competitors", "publisher": "MarketWatch", "url": "https://www.marketwatch.com/data-news/qualcomm-inc-stock-underperforms-tuesday-when-compared-to-competitors-55f7faa8-4edc212b9770", "published": "2026-07-28 close", "retrieved": "2026-07-29T00:17:00-04:00", "type": "Historical market data" }, "reuters-wall-street-fed-ai-jul29": { "id": "reuters-wall-street-fed-ai-jul29", "title": "Wall Street closes down sharply after Fed holds rates unchanged", "publisher": "Reuters", "url": "https://www.reuters.com/business/sp-500-nasdaq-futures-inch-up-before-fed-decision-chip-stocks-wobble-2026-07-29/", "published": "2026-07-29", "retrieved": "2026-07-29T19:10:00-04:00", "type": "Market and earnings reporting" }, "ap-us-market-close-jul29": { "id": "ap-us-market-close-jul29", "title": "How major US stock indexes fared Wednesday 7/29/2026", "publisher": "The Associated Press", "url": "https://apnews.com/article/a483060a0aa9c24c50f589b0b7713497", "published": "2026-07-29 close", "retrieved": "2026-07-29T19:12:00-04:00", "type": "Market summary" }, "meta-q2-event-jul29": { "id": "meta-q2-event-jul29", "title": "Q2 2026 Earnings Call", "publisher": "Meta Investor Relations", "url": "https://investor.atmeta.com/investor-events/event-details/2026/Q2-2026-Earnings-Call/default.aspx", "published": "2026-07-29", "retrieved": "2026-07-29T19:15:00-04:00", "type": "Primary" }, "microsoft-fy26-q4-event-jul29": { "id": "microsoft-fy26-q4-event-jul29", "title": "Microsoft announces quarterly earnings release date", "publisher": "Microsoft Source", "url": "https://news.microsoft.com/source/2026/07/08/microsoft-announces-quarterly-earnings-release-date-68/", "published": "2026-07-08; results scheduled 2026-07-29", "retrieved": "2026-07-29T19:17:00-04:00", "type": "Primary" }, "mcp-releases-jul29": { "id": "mcp-releases-jul29", "title": "Releases · modelcontextprotocol/modelcontextprotocol", "publisher": "Model Context Protocol on GitHub", "url": "https://github.com/modelcontextprotocol/modelcontextprotocol/releases", "published": "Status at 2026-07-29 cutoff", "retrieved": "2026-07-29T19:20:00-04:00", "type": "Official repository" }, "mcp-versioning-jul29": { "id": "mcp-versioning-jul29", "title": "Versioning - Model Context Protocol", "publisher": "Model Context Protocol", "url": "https://modelcontextprotocol.io/docs/learn/versioning", "published": "Status at 2026-07-29 cutoff", "retrieved": "2026-07-29T19:21:00-04:00", "type": "Official documentation" }, "eu-ai-transparency-guidelines-jul20": { "id": "eu-ai-transparency-guidelines-jul20", "title": "Commission publishes guidelines on transparency obligations for providers and deployers of certain AI systems", "publisher": "European Commission", "url": "https://digital-strategy.ec.europa.eu/en/news/commission-publishes-guidelines-transparency-obligations-providers-and-deployers-certain-ai-systems", "published": "2026-07-20", "retrieved": "2026-07-29T19:24:00-04:00", "type": "Primary" }, "microsoft-project-perception-jul27": { "id": "microsoft-project-perception-jul27", "title": "Rethinking security for the age of AI", "publisher": "Microsoft", "url": "https://blogs.microsoft.com/blog/2026/07/27/rethinking-security-for-the-age-of-ai/", "published": "2026-07-27", "retrieved": "2026-07-29T19:27:00-04:00", "type": "Primary" }, "market-spx-jul29": { "id": "market-spx-jul29", "title": "S&P 500 Index historical data", "publisher": "MarketWatch", "url": "https://www.marketwatch.com/investing/index/spx/historical", "published": "2026-07-29 close", "retrieved": "2026-07-29T19:30:00-04:00", "type": "Historical market data" }, "market-dji-jul29": { "id": "market-dji-jul29", "title": "Dow Jones Industrial Average historical data", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EDJI/history/", "published": "2026-07-29 close", "retrieved": "2026-07-29T19:31:00-04:00", "type": "Historical market data" }, "market-ixic-jul29": { "id": "market-ixic-jul29", "title": "Nasdaq Composite historical data", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EIXIC/history/", "published": "2026-07-29 close", "retrieved": "2026-07-29T19:32:00-04:00", "type": "Historical market data" }, "reuters-amazon-aws-jul30": { "id": "reuters-amazon-aws-jul30", "title": "Amazon lifts investment plans after strong cloud sales; shares jump", "publisher": "Reuters", "url": "https://www.reuters.com/business/retail-consumer/amazon-beats-estimates-quarterly-cloud-revenue-growth-2026-07-30/", "published": "2026-07-30", "retrieved": "2026-07-30T21:50:00-04:00", "type": "Market and earnings reporting" }, "reuters-wall-street-microsoft-jul30": { "id": "reuters-wall-street-microsoft-jul30", "title": "Wall Street ends sharply higher, lifted by soaring Microsoft", "publisher": "Reuters", "url": "https://www.reuters.com/business/us-stock-futures-steady-microsoft-offsets-fed-concerns-2026-07-30/", "published": "2026-07-30 close", "retrieved": "2026-07-30T21:53:00-04:00", "type": "Market and earnings reporting" }, "ap-apple-q3-jul30": { "id": "ap-apple-q3-jul30", "title": "Strong iPhone sales propel Apple fiscal Q3 results past Wall Street expectations", "publisher": "The Associated Press", "url": "https://apnews.com/article/94102918cb3592ebc1d2a38c4d7d819a", "published": "2026-07-30", "retrieved": "2026-07-30T21:56:00-04:00", "type": "Company earnings reporting" }, "amazon-q2-event-jul30": { "id": "amazon-q2-event-jul30", "title": "Q2 2026 Amazon.com earnings conference call", "publisher": "Amazon Investor Relations", "url": "https://ir.aboutamazon.com/events/event-details/default.aspx", "published": "2026-07-30", "retrieved": "2026-07-30T21:58:00-04:00", "type": "Official company event" }, "mcp-releases-jul30": { "id": "mcp-releases-jul30", "title": "Releases · modelcontextprotocol/modelcontextprotocol", "publisher": "Model Context Protocol on GitHub", "url": "https://github.com/modelcontextprotocol/modelcontextprotocol/releases", "published": "Stable 2026-07-28 release verified 2026-07-30", "retrieved": "2026-07-30T22:01:00-04:00", "type": "Official repository" }, "mcp-versioning-jul30": { "id": "mcp-versioning-jul30", "title": "Versioning - Model Context Protocol 2026-07-28", "publisher": "Model Context Protocol", "url": "https://modelcontextprotocol.io/docs/2026-07-28/learn/versioning", "published": "Current documentation verified 2026-07-30", "retrieved": "2026-07-30T22:03:00-04:00", "type": "Official documentation" }, "market-spx-jul30": { "id": "market-spx-jul30", "title": "S&P 500 Index historical data", "publisher": "MarketWatch", "url": "https://www.marketwatch.com/investing/index/spx/historical", "published": "2026-07-30 close", "retrieved": "2026-07-30T22:05:00-04:00", "type": "Historical market data" }, "market-dji-jul30": { "id": "market-dji-jul30", "title": "Dow Jones Industrial Average historical data", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EDJI/history/", "published": "2026-07-30 close", "retrieved": "2026-07-30T22:07:00-04:00", "type": "Historical market data" }, "market-ixic-jul30": { "id": "market-ixic-jul30", "title": "Nasdaq Composite historical data", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EIXIC/history/", "published": "2026-07-30 close", "retrieved": "2026-07-30T22:09:00-04:00", "type": "Historical market data" }, "eu-article50-aug2": { "id": "eu-article50-aug2", "title": "Commission publishes guidelines on transparency obligations for providers and deployers of certain AI systems", "publisher": "European Commission", "url": "https://digital-strategy.ec.europa.eu/en/news/commission-publishes-guidelines-transparency-obligations-providers-and-deployers-certain-ai-systems", "published": "2026-07-20; obligations apply 2026-08-02", "retrieved": "2026-08-02T21:45:00-04:00", "type": "Official regulatory guidance" }, "eu-gpai-enforcement-aug2": { "id": "eu-gpai-enforcement-aug2", "title": "Commission enforcement powers for obligations covering the most advanced general-purpose AI models", "publisher": "European Commission AI Act Service Desk", "url": "https://ai-act-service-desk.ec.europa.eu/en/faq?faq_category_id=69", "published": "Enforcement powers apply 2026-08-02", "retrieved": "2026-08-02T21:49:00-04:00", "type": "Official enforcement guidance" }, "eu-ai-act-timeline-aug2": { "id": "eu-ai-act-timeline-aug2", "title": "Timeline for the implementation of the EU AI Act", "publisher": "European Commission AI Act Service Desk", "url": "https://ai-act-service-desk.ec.europa.eu/en/ai-act/timeline/timeline-implementation-eu-ai-act", "published": "Current timeline verified 2026-08-02", "retrieved": "2026-08-02T21:52:00-04:00", "type": "Official implementation timeline" }, "eu-governance-enforcement-aug2": { "id": "eu-governance-enforcement-aug2", "title": "Governance and enforcement of the AI Act", "publisher": "European Commission", "url": "https://digital-strategy.ec.europa.eu/en/policies/ai-act-governance-and-enforcement", "published": "Current governance page verified 2026-08-02", "retrieved": "2026-08-02T21:55:00-04:00", "type": "Official governance guidance" }, "huggingface-agent-incident-jul16": { "id": "huggingface-agent-incident-jul16", "title": "Security incident disclosure — July 2026", "publisher": "Hugging Face", "url": "https://huggingface.co/blog/security-incident-july-2026", "published": "2026-07-16", "retrieved": "2026-08-02T21:58:00-04:00", "type": "Official security disclosure" }, "reuters-eu-agent-talks-jul31": { "id": "reuters-eu-agent-talks-jul31", "title": "EU in talks with OpenAI, Anthropic after rogue AI agent hacks", "publisher": "Reuters", "url": "https://www.reuters.com/world/eu-says-necessary-monitor-high-risk-ai-systems-after-openai-anthropic-ai-hacking-2026-07-31/", "published": "2026-07-31", "retrieved": "2026-08-02T22:04:00-04:00", "type": "Regulatory and security reporting" }, "reuters-us-voluntary-tests-aug3": { "id": "reuters-us-voluntary-tests-aug3", "title": "Meta, Anthropic, Google, OpenAI to meet Trump officials about AI safety testing", "publisher": "Reuters", "url": "https://www.reuters.com/world/us-finalizes-voluntary-ai-safety-tests-white-house-official-says-2026-08-03/", "published": "2026-08-03", "retrieved": "2026-08-04T08:38:00-04:00", "type": "Government and technology reporting" }, "whitehouse-frontier-security-order-jun2": { "id": "whitehouse-frontier-security-order-jun2", "title": "Promoting Advanced Artificial Intelligence Innovation and Security", "publisher": "The White House", "url": "https://www.whitehouse.gov/presidential-actions/2026/06/promoting-advanced-artificial-intelligence-innovation-and-security/", "published": "2026-06-02", "retrieved": "2026-08-04T08:42:00-04:00", "type": "Official executive order" }, "reuters-uk-voluntary-regulation-aug3": { "id": "reuters-uk-voluntary-regulation-aug3", "title": "Britain says it is open to AI regulation if voluntary safeguards fall short", "publisher": "Reuters", "url": "https://www.reuters.com/business/media-telecom/britain-says-it-is-open-ai-regulation-if-voluntary-safeguards-fall-short-2026-08-03/", "published": "2026-08-03", "retrieved": "2026-08-04T08:46:00-04:00", "type": "Government and technology reporting" }, "uk-ai-cyber-code-jul10": { "id": "uk-ai-cyber-code-jul10", "title": "Code of Practice for the Cyber Security of AI", "publisher": "UK Government", "url": "https://www.gov.uk/government/publications/ai-cyber-security-code-of-practice/code-of-practice-for-the-cyber-security-of-ai", "published": "Current code verified 2026-08-04", "retrieved": "2026-08-04T08:49:00-04:00", "type": "Official cyber-security guidance" }, "reuters-palantir-q2-aug3": { "id": "reuters-palantir-q2-aug3", "title": "Palantir lifts annual revenue forecast on steady demand for AI-powered data analytics", "publisher": "Reuters", "url": "https://www.reuters.com/technology/palantir-raises-annual-revenue-forecast-strong-demand-us-government-commercial-2026-08-03/", "published": "2026-08-03", "retrieved": "2026-08-04T08:53:00-04:00", "type": "Company earnings reporting" }, "ap-us-markets-aug3": { "id": "ap-us-markets-aug3", "title": "How major US stock indexes fared Monday 8/3/2026", "publisher": "The Associated Press", "url": "https://apnews.com/article/wall-street-stocks-dow-nasdaq-f8e5f81b45c83878f5b7f69832bb0c95", "published": "2026-08-03 close", "retrieved": "2026-08-04T08:57:00-04:00", "type": "Market close reporting" }, "reuters-ai-futures-aug4": { "id": "reuters-ai-futures-aug4", "title": "US stock futures advance as strong AI-linked earnings continue", "publisher": "Reuters", "url": "https://www.reuters.com/business/nasdaq-futures-underpinned-by-strong-ai-forecasts-focus-earnings-data-2026-08-04/", "published": "2026-08-04", "retrieved": "2026-08-04T09:03:00-04:00", "type": "Premarket and earnings reporting" }, "market-spx-aug3": { "id": "market-spx-aug3", "title": "S&P 500 Index historical data", "publisher": "MarketWatch", "url": "https://www.marketwatch.com/investing/index/spx/historical", "published": "2026-08-03 close", "retrieved": "2026-08-04T10:54:00-04:00", "type": "Historical market data" }, "market-dji-aug3": { "id": "market-dji-aug3", "title": "Dow Jones Industrial Average historical data", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EDJI/history/", "published": "2026-08-03 close", "retrieved": "2026-08-04T10:55:00-04:00", "type": "Historical market data" }, "market-ixic-aug3": { "id": "market-ixic-aug3", "title": "Nasdaq Composite historical data", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EIXIC/history/", "published": "2026-08-03 close", "retrieved": "2026-08-04T10:56:00-04:00", "type": "Historical market data" }, "reuters-whitehouse-open-weight-aug4": { "id": "reuters-whitehouse-open-weight-aug4", "title": "Trump advisers tell AI firms they will not safety-test open-weight models", "publisher": "Reuters", "url": "https://www.reuters.com/legal/litigation/meta-anthropic-google-openai-meet-with-trump-white-house-amid-rogue-ai-agent-2026-08-04/", "published": "2026-08-04", "retrieved": "2026-08-04T20:52:00-04:00", "type": "Government and technology reporting" }, "aisi-unsanctioned-agent-report-aug4": { "id": "aisi-unsanctioned-agent-report-aug4", "title": "Incident Report: unsanctioned agent behaviour during cyber testing", "publisher": "UK AI Security Institute", "url": "https://www.aisi.gov.uk/blog/incident-report-unsanctioned-agent-behaviour-during-cyber-testing", "published": "2026-08-04", "retrieved": "2026-08-04T20:56:00-04:00", "type": "Official government incident report" }, "openai-third-party-cyber-evals-aug4": { "id": "openai-third-party-cyber-evals-aug4", "title": "Third-party cyber evaluations involving OpenAI models", "publisher": "OpenAI", "url": "https://openai.com/index/third-party-cyber-evaluations-involving-openai-models/", "published": "2026-08-04", "retrieved": "2026-08-04T21:01:00-04:00", "type": "Official company security disclosure" }, "reuters-agent-breaches-aug5": { "id": "reuters-agent-breaches-aug5", "title": "OpenAI, Anthropic AI agents implicated in new security breaches", "publisher": "Reuters", "url": "https://www.reuters.com/legal/litigation/openai-anthropic-ai-agents-implicated-new-security-breaches-2026-08-05/", "published": "2026-08-05", "retrieved": "2026-08-04T21:06:00-04:00", "type": "Cybersecurity and technology reporting" }, "reuters-anthropic-global-affairs-aug4": { "id": "reuters-anthropic-global-affairs-aug4", "title": "Anthropic names global affairs chief to tackle AI policy as Trump tensions persist", "publisher": "Reuters", "url": "https://www.reuters.com/world/anthropic-names-global-affairs-chief-tackle-ai-policy-trump-tensions-persist-2026-08-04/", "published": "2026-08-04", "retrieved": "2026-08-04T21:11:00-04:00", "type": "Company and policy reporting" }, "reuters-us-markets-aug4": { "id": "reuters-us-markets-aug4", "title": "Dow, S&P 500 close at record on AI-linked earnings, Mideast deal hopes", "publisher": "Reuters", "url": "https://www.reuters.com/business/nasdaq-futures-underpinned-by-strong-ai-forecasts-focus-earnings-data-2026-08-04/", "published": "2026-08-04 close", "retrieved": "2026-08-04T21:16:00-04:00", "type": "Market close and company earnings reporting" }, "market-spx-aug4": { "id": "market-spx-aug4", "title": "S&P 500 Index historical data — August 4, 2026 close", "publisher": "MarketWatch", "url": "https://www.marketwatch.com/investing/index/spx/historical", "published": "2026-08-04 close", "retrieved": "2026-08-04T21:20:00-04:00", "type": "Historical market data" }, "market-dji-aug4": { "id": "market-dji-aug4", "title": "Dow Jones Industrial Average historical data — August 4, 2026 close", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EDJI/history/", "published": "2026-08-04 close", "retrieved": "2026-08-04T21:21:00-04:00", "type": "Historical market data" }, "market-ixic-aug4": { "id": "market-ixic-aug4", "title": "Nasdaq Composite historical data — August 4, 2026 close", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EIXIC/history/", "published": "2026-08-04 close", "retrieved": "2026-08-04T21:22:00-04:00", "type": "Historical market data" }, "reuters-google-ai-leadership-aug5": { "id": "reuters-google-ai-leadership-aug5", "title": "Google shakes up AI leadership as DeepMind chief shifts role", "publisher": "Reuters", "url": "https://www.reuters.com/business/google-shakes-up-ai-leadership-deepmind-chief-shifts-role-2026-08-05/", "published": "2026-08-05", "retrieved": "2026-08-05T20:42:00-04:00", "type": "Company and technology reporting" }, "reuters-meta-cyber-eval-aug5": { "id": "reuters-meta-cyber-eval-aug5", "title": "Meta AI model hacks another company during testing", "publisher": "Reuters", "url": "https://www.reuters.com/technology/metas-ai-model-hacked-another-company-during-testing-information-reports-2026-08-05/", "published": "2026-08-05", "retrieved": "2026-08-05T20:47:00-04:00", "type": "Cybersecurity and technology reporting" }, "reuters-amd-ai-payoff-aug5": { "id": "reuters-amd-ai-payoff-aug5", "title": "AMD falls as investors demand bigger AI payoff", "publisher": "Reuters", "url": "https://www.reuters.com/business/amd-falls-investors-seek-bigger-ai-payoff-2026-08-05/", "published": "2026-08-05", "retrieved": "2026-08-05T20:52:00-04:00", "type": "Semiconductor and market reporting" }, "reuters-global-markets-aug5": { "id": "reuters-global-markets-aug5", "title": "Stocks mixed with Nasdaq down; US oil eases on Iran talks", "publisher": "Reuters", "url": "https://www.reuters.com/world/china/global-markets-global-markets-2026-08-05/", "published": "2026-08-05 close", "retrieved": "2026-08-05T20:57:00-04:00", "type": "Market close reporting" }, "market-spx-aug5": { "id": "market-spx-aug5", "title": "S&P 500 Index historical data — August 5, 2026 close", "publisher": "MarketWatch", "url": "https://www.marketwatch.com/investing/index/spx/historical", "published": "2026-08-05 close", "retrieved": "2026-08-05T21:02:00-04:00", "type": "Historical market data" }, "market-dji-aug5": { "id": "market-dji-aug5", "title": "Dow Jones Industrial Average historical data — August 5, 2026 close", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EDJI/history/", "published": "2026-08-05 close", "retrieved": "2026-08-05T21:03:00-04:00", "type": "Historical market data" }, "market-ixic-aug5": { "id": "market-ixic-aug5", "title": "Nasdaq Composite historical data — August 5, 2026 close", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EIXIC/history/", "published": "2026-08-05 close", "retrieved": "2026-08-05T21:04:00-04:00", "type": "Historical market data" }, "reuters-alibaba-qwen38-license-aug7": { "id": "reuters-alibaba-qwen38-license-aug7", "title": "Alibaba plans to charge big users of its next open-source AI model, sources say", "publisher": "Reuters", "url": "https://www.reuters.com/business/retail-consumer/alibaba-plans-charge-big-users-its-next-open-source-ai-model-sources-say-2026-08-07/", "published": "2026-08-07", "retrieved": "2026-08-07T02:18:00-04:00", "type": "Company, licensing and AI-market reporting" }, "reuters-amd-taalas-aug6": { "id": "reuters-amd-taalas-aug6", "title": "AMD deepens AI inference bet with Taalas deal as chip race heats up", "publisher": "Reuters", "url": "https://www.reuters.com/business/amd-deepens-ai-inference-bet-with-taalas-deal-chip-race-heats-up-2026-08-06/", "published": "2026-08-06", "retrieved": "2026-08-07T02:21:00-04:00", "type": "Semiconductor and acquisition reporting" }, "reuters-deepseek-unitree-aug6": { "id": "reuters-deepseek-unitree-aug6", "title": "DeepSeek invests $20.8 million in Unitree's Shanghai IPO", "publisher": "Reuters", "url": "https://www.reuters.com/world/asia-pacific/deepseek-invests-208-million-unitrees-shanghai-ipo-2026-08-06/", "published": "2026-08-06", "retrieved": "2026-08-07T02:24:00-04:00", "type": "AI, robotics and China technology reporting" }, "reuters-deepseek-funding-aug6": { "id": "reuters-deepseek-funding-aug6", "title": "DeepSeek resumes funding round seeking nearly $8 billion, Bloomberg News reports", "publisher": "Reuters", "url": "https://www.reuters.com/world/asia-pacific/deepseek-resumes-funding-round-seeking-nearly-8-billion-bloomberg-news-reports-2026-08-06/", "published": "2026-08-06", "retrieved": "2026-08-07T02:27:00-04:00", "type": "Company funding and valuation reporting" }, "reuters-us-ai-policy-pressure-aug6": { "id": "reuters-us-ai-policy-pressure-aug6", "title": "Trump's tech ties come under bipartisan fire after AI agents go rogue", "publisher": "Reuters", "url": "https://www.reuters.com/legal/litigation/trumps-tech-ties-blamed-ai-inaction-by-maga-republicans-democrats-2026-08-06/", "published": "2026-08-06", "retrieved": "2026-08-07T02:30:00-04:00", "type": "AI policy and cybersecurity reporting" }, "reuters-us-markets-aug6": { "id": "reuters-us-markets-aug6", "title": "Stocks close lower as investors eye Mideast talks, earnings", "publisher": "Reuters", "url": "https://www.reuters.com/business/retail-consumer/sp-500-dow-futures-steady-mideast-deal-focus-chips-stumble-2026-08-06/", "published": "2026-08-06 close", "retrieved": "2026-08-07T02:33:00-04:00", "type": "Market close and company earnings reporting" }, "reuters-global-markets-aug7": { "id": "reuters-global-markets-aug7", "title": "Asian shares pause for US jobs, oil extends gains on Mideast risk", "publisher": "Reuters", "url": "https://www.reuters.com/world/china/global-markets-global-markets-2026-08-07/", "published": "2026-08-07", "retrieved": "2026-08-07T02:36:00-04:00", "type": "Global market and macroeconomic reporting" }, "market-spx-aug6": { "id": "market-spx-aug6", "title": "S&P 500 Index historical data — August 6, 2026 close", "publisher": "MarketWatch", "url": "https://www.marketwatch.com/investing/index/spx/historical", "published": "2026-08-06 close", "retrieved": "2026-08-07T02:39:00-04:00", "type": "Historical market data" }, "market-dji-aug6": { "id": "market-dji-aug6", "title": "Dow Jones Industrial Average historical data — August 6, 2026 close", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EDJI/history/", "published": "2026-08-06 close", "retrieved": "2026-08-07T02:40:00-04:00", "type": "Historical market data" }, "market-ixic-aug6": { "id": "market-ixic-aug6", "title": "Nasdaq Composite historical data — August 6, 2026 close", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EIXIC/history/", "published": "2026-08-06 close", "retrieved": "2026-08-07T02:41:00-04:00", "type": "Historical market data" }, "whitehouse-frontier-ai-eo-jun2": { "id": "whitehouse-frontier-ai-eo-jun2", "title": "Promoting Advanced Artificial Intelligence Innovation and Security", "publisher": "The White House", "url": "https://www.whitehouse.gov/presidential-actions/2026/06/promoting-advanced-artificial-intelligence-innovation-and-security/", "published": "2026-06-02", "retrieved": "2026-08-08T00:52:00-04:00", "type": "Primary government policy source" }, "guardian-whitehouse-ai-framework-aug7": { "id": "guardian-whitehouse-ai-framework-aug7", "title": "The White House's plan to vet potentially dangerous AI is cloaked in secrecy", "publisher": "The Guardian", "url": "https://www.theguardian.com/technology/2026/aug/07/white-house-ai", "published": "2026-08-07", "retrieved": "2026-08-08T00:57:00-04:00", "type": "AI policy and transparency reporting" }, "reuters-open-weight-testing-aug4": { "id": "reuters-open-weight-testing-aug4", "title": "Trump advisers tell AI firms they will not safety-test open-weight models", "publisher": "Reuters", "url": "https://www.reuters.com/legal/litigation/meta-anthropic-google-openai-meet-with-trump-white-house-amid-rogue-ai-agent-2026-08-04/", "published": "2026-08-04", "retrieved": "2026-08-08T01:02:00-04:00", "type": "AI policy and cybersecurity reporting" }, "reuters-us-jobs-aug7": { "id": "reuters-us-jobs-aug7", "title": "US suffers unexpected job losses in July, markets dial back rate hike expectations", "publisher": "Reuters", "url": "https://www.reuters.com/business/us-nonfarm-payrolls-fall-july-unemployment-rate-eases-41-2026-08-07/", "published": "2026-08-07", "retrieved": "2026-08-08T01:07:00-04:00", "type": "U.S. labor-market and macroeconomic reporting" }, "reuters-us-markets-aug7": { "id": "reuters-us-markets-aug7", "title": "S&P closes at record high as soft jobs report eases rate-hike concerns", "publisher": "Reuters", "url": "https://www.reuters.com/business/sp-500-dow-futures-muted-ahead-jobs-data-chips-software-stocks-rise-2026-08-07/", "published": "2026-08-07 close", "retrieved": "2026-08-08T01:12:00-04:00", "type": "U.S. market close and rate-expectation reporting" }, "reuters-inflation-weekahead-aug7": { "id": "reuters-inflation-weekahead-aug7", "title": "Wall St Week Ahead: Inflation data to test record-setting US stocks, Fed rate views", "publisher": "Reuters", "url": "https://www.reuters.com/business/wall-st-week-ahead-inflation-data-test-record-setting-us-stocks-fed-rate-views-2026-08-07/", "published": "2026-08-07", "retrieved": "2026-08-08T01:17:00-04:00", "type": "Markets, inflation and technology-sector reporting" }, "wsj-source-foundry-aug7": { "id": "wsj-source-foundry-aug7", "title": "Situational Awareness Bets $400 Million on Stealth Chip Startup After Crash", "publisher": "The Wall Street Journal", "url": "https://www.wsj.com/tech/ai/situational-awareness-bets-400-million-on-stealth-chip-startup-after-crash-02c7374e", "published": "2026-08-07", "retrieved": "2026-08-08T01:22:00-04:00", "type": "AI infrastructure and semiconductor investment reporting" }, "market-dji-aug7": { "id": "market-dji-aug7", "title": "Dow Jones Industrial Average historical data — August 7, 2026 close", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EDJI/history/", "published": "2026-08-07 close", "retrieved": "2026-08-08T01:27:00-04:00", "type": "Historical market data" }, "market-ixic-aug7": { "id": "market-ixic-aug7", "title": "Nasdaq Composite historical data — August 7, 2026 close", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EIXIC/history/", "published": "2026-08-07 close", "retrieved": "2026-08-08T01:28:00-04:00", "type": "Historical market data" }, "market-spx-aug7": { "id": "market-spx-aug7", "title": "S&P 500 Index historical data — August 7, 2026 close", "publisher": "MarketWatch", "url": "https://www.marketwatch.com/investing/index/spx/historical", "published": "2026-08-07 close", "retrieved": "2026-08-08T01:26:00-04:00", "type": "Historical market data" }, "reuters-apple-qwen-mac-aug8": { "id": "reuters-apple-qwen-mac-aug8", "title": "Apple says Mac users in China can connect to Alibaba's Qwen AI service", "publisher": "Reuters", "url": "https://www.reuters.com/business/retail-consumer/apple-says-mac-users-china-can-connect-alibabas-qwen-ai-service-2026-08-08/", "published": "2026-08-08", "retrieved": "2026-08-08T19:10:00-04:00", "type": "AI product and China-market reporting" }, "reuters-openai-astra-cyber-aug7": { "id": "reuters-openai-astra-cyber-aug7", "title": "OpenAI flags possible critical cybersecurity risk in upcoming model, tightens controls", "publisher": "Reuters", "url": "https://www.reuters.com/legal/litigation/openai-flags-possible-critical-cybersecurity-risk-upcoming-model-tightens-2026-08-07/", "published": "2026-08-07", "retrieved": "2026-08-08T19:12:00-04:00", "type": "Frontier-model cybersecurity reporting" }, "openai-preparedness-framework-v2": { "id": "openai-preparedness-framework-v2", "title": "Preparedness Framework v2", "publisher": "OpenAI", "url": "https://cdn.openai.com/pdf/18a02b5d-6b67-4cec-ab64-68cdfbddebcd/preparedness-framework-v2.pdf", "published": "2026", "retrieved": "2026-08-08T19:14:00-04:00", "type": "Primary AI safety framework" }, "reuters-aisi-agent-evals-aug5": { "id": "reuters-aisi-agent-evals-aug5", "title": "OpenAI, Anthropic AI agents implicated in new security breaches", "publisher": "Reuters", "url": "https://www.reuters.com/legal/litigation/openai-anthropic-ai-agents-implicated-new-security-breaches-2026-08-05/", "published": "2026-08-05", "retrieved": "2026-08-08T19:16:00-04:00", "type": "AI agent evaluation and cybersecurity reporting" }, "reuters-nist-ai-evals-aug7": { "id": "reuters-nist-ai-evals-aug7", "title": "Trump says Congress wants to regulate AI industry 'out of business'", "publisher": "Reuters", "url": "https://www.reuters.com/legal/litigation/trump-says-congress-wants-regulate-ai-industry-out-business-2026-08-07/", "published": "2026-08-07", "retrieved": "2026-08-08T19:18:00-04:00", "type": "U.S. AI policy and standards reporting" }, "apple-cn-intelligence-support-aug8": { "id": "apple-cn-intelligence-support-aug8", "title": "Use Apple Intelligence on Mac", "publisher": "Apple Support China", "url": "https://support.apple.com/zh-cn/guide/mac-help-cn/mchl46361784/26/mac/26", "published": "Current support documentation", "retrieved": "2026-08-08T19:20:00-04:00", "type": "Primary product support documentation" }, "openai-atlas-retirement-aug9": { "id": "openai-atlas-retirement-aug9", "title": "Evolving Atlas into ChatGPT for browser-based agentic work", "publisher": "OpenAI Help Center", "url": "https://help.openai.com/en/articles/20001371-evolving-atlas-into-chatgpt-for-browser-based-agentic-work", "published": "2026-08-09 retirement date", "retrieved": "2026-08-09T21:18:00-04:00", "type": "Primary product documentation" }, "anthropic-opus5-release-jul24": { "id": "anthropic-opus5-release-jul24", "title": "Claude Platform release notes — Claude Opus 5", "publisher": "Anthropic", "url": "https://platform.claude.com/docs/en/release-notes/overview", "published": "2026-07-24", "retrieved": "2026-08-09T21:22:00-04:00", "type": "Primary model documentation" }, "arcprize-opus5-jul24": { "id": "arcprize-opus5-jul24", "title": "Claude Opus 5 — ARC-AGI results", "publisher": "ARC Prize", "url": "https://arcprize.org/results/anthropic-claude-opus-5", "published": "2026-07-24", "retrieved": "2026-08-09T21:25:00-04:00", "type": "Benchmark-owner result page" }, "arcprize-gpt56-jul9": { "id": "arcprize-gpt56-jul9", "title": "GPT-5.6 — ARC-AGI results", "publisher": "ARC Prize", "url": "https://arcprize.org/results/openai-gpt-5-6", "published": "2026-07-09", "retrieved": "2026-08-09T21:27:00-04:00", "type": "Benchmark-owner result page" }, "reuters-qwen38-aug3": { "id": "reuters-qwen38-aug3", "title": "Alibaba unveils Qwen3.8-Max", "publisher": "Reuters", "url": "https://www.reuters.com/business/retail-consumer/alibaba-unveils-its-most-capable-ai-model-date-not-far-behind-moonshots-size-2026-08-03/", "published": "2026-08-03", "retrieved": "2026-08-09T21:31:00-04:00", "type": "Model release reporting" }, "alibaba-model-catalog-aug9": { "id": "alibaba-model-catalog-aug9", "title": "Alibaba Cloud Model Studio model catalog", "publisher": "Alibaba Cloud", "url": "https://www.alibabacloud.com/help/en/model-studio/models", "published": "Current documentation", "retrieved": "2026-08-09T21:33:00-04:00", "type": "Primary model catalog" }, "alibaba-model-pricing-aug9": { "id": "alibaba-model-pricing-aug9", "title": "Alibaba Cloud Model Studio pricing", "publisher": "Alibaba Cloud", "url": "https://www.alibabacloud.com/help/en/model-studio/model-pricing", "published": "Current documentation", "retrieved": "2026-08-09T21:35:00-04:00", "type": "Primary pricing documentation" }, "deepseek-v4-apr24": { "id": "deepseek-v4-apr24", "title": "DeepSeek V4-Pro and V4-Flash release notes", "publisher": "DeepSeek", "url": "https://api-docs.deepseek.com/news/news260424/", "published": "2026-04-24", "retrieved": "2026-08-09T21:38:00-04:00", "type": "Primary model release documentation" }, "deepseek-v4-pricing-aug9": { "id": "deepseek-v4-pricing-aug9", "title": "DeepSeek API pricing — V4-Flash", "publisher": "DeepSeek", "url": "https://api-docs.deepseek.com/quick_start/pricing/", "published": "Current documentation", "retrieved": "2026-08-09T21:40:00-04:00", "type": "Primary API pricing documentation" }, "artificialanalysis-v4flash-aug9": { "id": "artificialanalysis-v4flash-aug9", "title": "DeepSeek V4 Flash — independent model analysis", "publisher": "Artificial Analysis", "url": "https://artificialanalysis.ai/models/deepseek-v4-flash", "published": "Current evaluation page", "retrieved": "2026-08-09T21:43:00-04:00", "type": "Independent model evaluation" }, "reuters-deepseek-v4-aug3": { "id": "reuters-deepseek-v4-aug3", "title": "DeepSeek V4-Flash cost and performance reporting", "publisher": "Reuters", "url": "https://www.reuters.com/business/retail-consumer/deepseeks-new-ai-model-is-by-far-cheapest-well-known-models-run-research-firm-2026-08-03/", "published": "2026-08-03", "retrieved": "2026-08-09T21:46:00-04:00", "type": "Model economics reporting" }, "reuters-bigtech-leases-aug4": { "id": "reuters-bigtech-leases-aug4", "title": "AI data-centre race builds $1 trillion lease burden for Big Tech", "publisher": "Reuters", "url": "https://www.reuters.com/business/retail-consumer/ai-data-centre-race-builds-1-trillion-lease-burden-big-tech-2026-08-04/", "published": "2026-08-04", "retrieved": "2026-08-09T21:50:00-04:00", "type": "Infrastructure and financial reporting" }, "sec-msft-leases-mar31": { "id": "sec-msft-leases-mar31", "title": "Microsoft Form 10-Q — leases not yet commenced", "publisher": "U.S. Securities and Exchange Commission", "url": "https://www.sec.gov/Archives/edgar/data/789019/000119312526191507/msft-20260331.htm", "published": "2026-03-31 quarter", "retrieved": "2026-08-09T21:53:00-04:00", "type": "Primary financial filing" }, "sec-meta-leases-mar31": { "id": "sec-meta-leases-mar31", "title": "Meta Platforms Form 10-Q lease commitments", "publisher": "U.S. Securities and Exchange Commission", "url": "https://www.sec.gov/Archives/edgar/data/1326801/000162828026028526/R16.htm", "published": "2026-03-31 quarter", "retrieved": "2026-08-09T21:56:00-04:00", "type": "Primary financial filing" }, "sec-alphabet-leases-mar31": { "id": "sec-alphabet-leases-mar31", "title": "Alphabet Form 10-Q — leases not yet commenced", "publisher": "U.S. Securities and Exchange Commission", "url": "https://www.sec.gov/Archives/edgar/data/1652044/000165204426000048/goog-20260331.htm", "published": "2026-03-31 quarter", "retrieved": "2026-08-09T21:58:00-04:00", "type": "Primary financial filing" }, "aisi-test-time-compute": { "id": "aisi-test-time-compute", "title": "Measuring AI agents progress on multi-step cyber attack scenarios", "publisher": "UK AI Security Institute", "url": "https://www.aisi.gov.uk/research/measuring-ai-agents-progress-on-multi-step-cyber-attack-scenarios", "published": "2026 research", "retrieved": "2026-08-09T22:02:00-04:00", "type": "Government AI evaluation research" }, "anthropic-models-overview-aug9": { "id": "anthropic-models-overview-aug9", "title": "Claude models overview", "publisher": "Anthropic", "url": "https://platform.claude.com/docs/en/about-claude/models/overview", "published": "Current documentation", "retrieved": "2026-08-09T22:28:00-04:00", "type": "Primary model documentation" }, "reuters-nvidia-financing-aug10": { "id": "reuters-nvidia-financing-aug10", "title": "Wall Street giants partner with Nvidia on $500 billion AI financing plan", "publisher": "Reuters", "url": "https://www.reuters.com/technology/wall-street-giants-partner-with-nvidia-500-billion-ai-financing-deal-ft-reports-2026-08-10/", "published": "2026-08-10", "retrieved": "2026-08-10T23:08:00-04:00", "type": "AI infrastructure financing reporting" }, "nvidia-naver-brookfield-jul24": { "id": "nvidia-naver-brookfield-jul24", "title": "NAVER, NVIDIA and Brookfield to Expand Korea’s National AI Factory Infrastructure Buildout", "publisher": "NVIDIA Newsroom", "url": "https://nvidianews.nvidia.com/news/naver-nvidia-and-brookfield-to-expand-koreas-national-ai-factory-infrastructure-buildout", "published": "2026-07-24", "retrieved": "2026-08-10T23:08:00-04:00", "type": "Primary infrastructure announcement" }, "reuters-datacenter-lender-risk-aug10": { "id": "reuters-datacenter-lender-risk-aug10", "title": "Lenders scrutinize U.S. data-center financing as community opposition builds", "publisher": "Reuters", "url": "https://www.reuters.com/legal/transactional/lenders-scrutinize-us-data-center-financing-community-opposition-builds-2026-08-10/", "published": "2026-08-10", "retrieved": "2026-08-10T23:08:00-04:00", "type": "Infrastructure financing and permitting reporting" }, "reuters-house-agent-oversight-aug10": { "id": "reuters-house-agent-oversight-aug10", "title": "U.S. House Democrats press Anthropic, OpenAI about AI-agent incidents", "publisher": "Reuters", "url": "https://www.reuters.com/legal/litigation/us-house-democrats-press-anthropic-openai-about-rogue-ai-agents-2026-08-10/", "published": "2026-08-10", "retrieved": "2026-08-10T23:08:00-04:00", "type": "U.S. policy and AI-agent safety reporting" }, "openai-hf-incident-jul21": { "id": "openai-hf-incident-jul21", "title": "Hugging Face model-evaluation security incident", "publisher": "OpenAI", "url": "https://openai.com/index/hugging-face-model-evaluation-security-incident/", "published": "2026-07-21", "retrieved": "2026-08-10T23:08:00-04:00", "type": "Primary security-incident disclosure" }, "huggingface-agent-intrusion-jul27": { "id": "huggingface-agent-intrusion-jul27", "title": "Agent intrusion technical timeline", "publisher": "Hugging Face", "url": "https://huggingface.co/blog/agent-intrusion-technical-timeline", "published": "2026-07-27", "retrieved": "2026-08-10T23:08:00-04:00", "type": "Primary security-incident reconstruction" }, "anthropic-containment-may25": { "id": "anthropic-containment-may25", "title": "How we contain Claude across products", "publisher": "Anthropic", "url": "https://www.anthropic.com/engineering/how-we-contain-claude", "published": "2026-05-25", "retrieved": "2026-08-10T23:08:00-04:00", "type": "Primary agent-containment engineering" }, "reuters-meta-glimmer-aug10": { "id": "reuters-meta-glimmer-aug10", "title": "Meta launches new AI model as Zuckerberg champions open-weight push", "publisher": "Reuters", "url": "https://www.reuters.com/world/china/meta-launches-new-ai-model-zuckerberg-champions-open-weight-push-2026-08-10/", "published": "2026-08-10", "retrieved": "2026-08-10T23:08:00-04:00", "type": "Model release and strategy reporting" }, "reuters-maia300-aug10": { "id": "reuters-maia300-aug10", "title": "Microsoft plans to unveil its new Maia 300 AI chip this fall, The Information reports", "publisher": "Reuters", "url": "https://www.reuters.com/business/microsoft-plans-unveil-its-new-maia-300-ai-chip-this-fall-information-reports-2026-08-10/", "published": "2026-08-10", "retrieved": "2026-08-10T23:08:00-04:00", "type": "AI accelerator reporting" }, "microsoft-maia300-transcript-mar4": { "id": "microsoft-maia300-transcript-mar4", "title": "Morgan Stanley Technology, Media & Telecom Conference", "publisher": "Microsoft Investor Relations", "url": "https://www.microsoft.com/en-us/investor/events/fy-2026/morgan-stanley-tmt-conference", "published": "2026-03-04", "retrieved": "2026-08-10T23:08:00-04:00", "type": "Primary executive transcript" }, "cvpr-agentsafe-2026": { "id": "cvpr-agentsafe-2026", "title": "AGENTSAFE: Benchmarking the Safety of Embodied Agents on Hazardous Instructions", "publisher": "CVPR 2026", "url": "https://openaccess.thecvf.com/content/CVPR2026/html/Ying_AGENTSAFE_Benchmarking_the_Safety_of_Embodied_Agents_on_Hazardous_Instructions_CVPR_2026_paper.html", "published": "2026", "retrieved": "2026-08-10T23:08:00-04:00", "type": "Peer-reviewed conference paper" }, "acl-safeagent-2026": { "id": "acl-safeagent-2026", "title": "SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator", "publisher": "ACL 2026", "url": "https://aclanthology.org/2026.acl-long.1501/", "published": "2026", "retrieved": "2026-08-10T23:08:00-04:00", "type": "Peer-reviewed conference paper" }, "ap-us-markets-aug10": { "id": "ap-us-markets-aug10", "title": "How major U.S. stock indexes fared Monday 8/10/2026", "publisher": "Associated Press", "url": "https://apnews.com/article/37588f23787295860e468d19399b56ca", "published": "2026-08-10 close", "retrieved": "2026-08-10T23:08:00-04:00", "type": "Market close reporting" }, "reuters-coreweave-supermicro-aug12": { "id": "reuters-coreweave-supermicro-aug12", "title": "CoreWeave, Super Micro surge on signs of sustained AI buildout", "publisher": "Reuters", "url": "https://www.reuters.com/business/coreweave-super-micro-climb-signs-sustained-ai-buildout-2026-08-12/", "published": "2026-08-12", "retrieved": "2026-08-12T23:16:00-04:00", "type": "Current financial and infrastructure reporting" }, "coreweave-q1-backlog-definition-2026": { "id": "coreweave-q1-backlog-definition-2026", "title": "CoreWeave Reports Strong First Quarter 2026 Results", "publisher": "CoreWeave Investor Relations", "url": "https://investors.coreweave.com/news/news-details/2026/CoreWeave-Reports-Strong-First-Quarter-2026-Results/", "published": "2026-05-07", "retrieved": "2026-08-12T23:16:00-04:00", "type": "Primary company financial disclosure" }, "supermicro-q4-preliminary-jul21": { "id": "supermicro-q4-preliminary-jul21", "title": "Supermicro Provides Fourth Quarter of Fiscal Year 2026 Preliminary Business Update", "publisher": "Super Micro Computer Investor Relations", "url": "https://ir.supermicro.com/news/news-details/2026/Supermicro-Provides-Fourth-Quarter-of-Fiscal-Year-2026-Preliminary-Business-Update/default.aspx", "published": "2026-07-21", "retrieved": "2026-08-12T23:16:00-04:00", "type": "Primary company financial disclosure" }, "reuters-cisco-ai-orders-aug12": { "id": "reuters-cisco-ai-orders-aug12", "title": "Cisco forecasts annual revenue above estimates on sustained AI spending", "publisher": "Reuters", "url": "https://www.reuters.com/technology/cisco-forecasts-upbeat-annual-revenue-2026-08-12/", "published": "2026-08-12", "retrieved": "2026-08-12T23:16:00-04:00", "type": "Current financial and infrastructure reporting" }, "reuters-foxconn-cowos-aug12": { "id": "reuters-foxconn-cowos-aug12", "title": "Taiwan’s Foxconn reports 35% rise in Q2 profit on AI demand, beats forecasts", "publisher": "Reuters", "url": "https://www.reuters.com/world/asia-pacific/taiwans-foxconn-reports-35-rise-q2-profit-beats-forecasts-2026-08-12/", "published": "2026-08-12", "retrieved": "2026-08-12T23:16:00-04:00", "type": "Current manufacturing and AI-server reporting" }, "tsmc-cowos-3dfabric": { "id": "tsmc-cowos-3dfabric", "title": "3DFabric: CoWoS and advanced packaging", "publisher": "TSMC", "url": "https://3dfabric.tsmc.com/english/dedicatedFoundry/technology/3DFabric.htm", "published": "Current reference", "retrieved": "2026-08-12T23:16:00-04:00", "type": "Primary semiconductor technical documentation" }, "reuters-taiwan-ai-attack-aug13": { "id": "reuters-taiwan-ai-attack-aug13", "title": "Taiwan says it was targeted last month in AI-driven hacking campaign", "publisher": "Reuters", "url": "https://www.reuters.com/world/china/taiwan-says-it-was-targeted-last-month-ai-driven-hacking-campaign-2026-08-13/", "published": "2026-08-13 UTC / 2026-08-12 New York edition window", "retrieved": "2026-08-12T23:16:00-04:00", "type": "Government-confirmation reporting" }, "ft-taiwan-agent-cyber-aug12": { "id": "ft-taiwan-agent-cyber-aug12", "title": "China-linked hackers hit Taiwan in unprecedented autonomous AI cyber attack", "publisher": "Financial Times", "url": "https://www.ft.com/content/7d2ab3e0-9085-48f6-b38a-d90260d58795", "published": "2026-08-12", "retrieved": "2026-08-12T23:16:00-04:00", "type": "Investigative cyber reporting based on Dream findings" }, "taiwan-openclaw-advisory-mar2026": { "id": "taiwan-openclaw-advisory-mar2026", "title": "OpenClaw cybersecurity risk advisory", "publisher": "Taiwan Administration for Cyber Security", "url": "https://moda.gov.tw/ACS/press/news/press/19294", "published": "2026-03", "retrieved": "2026-08-12T23:16:00-04:00", "type": "Primary government security advisory" }, "reuters-google-deepmind-aug12": { "id": "reuters-google-deepmind-aug12", "title": "Inside the Google executive moves that led to its big AI reshuffle", "publisher": "Reuters", "url": "https://www.reuters.com/world/inside-google-executive-moves-that-led-its-big-ai-reshuffle-2026-08-12/", "published": "2026-08-12", "retrieved": "2026-08-12T23:16:00-04:00", "type": "Current organization and model-development reporting" }, "google-gemini-35-current": { "id": "google-gemini-35-current", "title": "Gemini 3.5", "publisher": "Google DeepMind", "url": "https://deepmind.google/models/gemini/", "published": "Current product page", "retrieved": "2026-08-12T23:16:00-04:00", "type": "Primary model availability source" }, "reuters-cerebras-q2-aug12": { "id": "reuters-cerebras-q2-aug12", "title": "Cerebras raises annual targets on strong AI chip demand", "publisher": "Reuters", "url": "https://www.reuters.com/business/cerebras-raises-annual-targets-strong-ai-chip-demand-2026-08-12/", "published": "2026-08-12", "retrieved": "2026-08-12T23:16:00-04:00", "type": "Current financial reporting" }, "reuters-lightcap-openai-aug11": { "id": "reuters-lightcap-openai-aug11", "title": "Senior OpenAI executive Brad Lightcap to leave for new venture", "publisher": "Reuters", "url": "https://www.reuters.com/technology/brad-lightcap-leaving-openai-2026-08-11/", "published": "2026-08-11", "retrieved": "2026-08-12T23:16:00-04:00", "type": "Current company leadership reporting" }, "reuters-japan-ai-adoption-aug12": { "id": "reuters-japan-ai-adoption-aug12", "title": "Strong majority of Japanese firms have yet to fully embrace AI", "publisher": "Reuters / Nikkei Research", "url": "https://www.reuters.com/world/asia-pacific/strong-majority-japanese-firms-have-yet-fully-embrace-ai-2026-08-12/", "published": "2026-08-12", "retrieved": "2026-08-12T23:16:00-04:00", "type": "Enterprise-adoption survey reporting" }, "whitehouse-frontier-order-jun2026": { "id": "whitehouse-frontier-order-jun2026", "title": "Promoting Advanced Artificial Intelligence Innovation and Security", "publisher": "The White House", "url": "https://www.whitehouse.gov/presidential-actions/2026/06/promoting-advanced-artificial-intelligence-innovation-and-security/", "published": "2026-06", "retrieved": "2026-08-12T23:16:00-04:00", "type": "Primary U.S. policy document" }, "whitehouse-nspm11-jun2026": { "id": "whitehouse-nspm11-jun2026", "title": "National Security Presidential Memorandum 11", "publisher": "The White House", "url": "https://www.whitehouse.gov/presidential-actions/2026/06/national-security-presidential-memorandum-nspm-11/", "published": "2026-06", "retrieved": "2026-08-12T23:16:00-04:00", "type": "Primary U.S. national-security policy document" }, "wired-open-model-policy-aug12": { "id": "wired-open-model-policy-aug12", "title": "The White House Is Going to Expand Its AI Policy", "publisher": "WIRED", "url": "https://www.wired.com/story/the-white-house-is-going-to-expand-its-ai-policy/", "published": "2026-08-12", "retrieved": "2026-08-12T23:16:00-04:00", "type": "Attributed policy reporting; no new implementation document located by cutoff" }, "ap-us-markets-aug12": { "id": "ap-us-markets-aug12", "title": "How major U.S. stock indexes fared Wednesday 8/12/2026", "publisher": "Associated Press", "url": "https://apnews.com/article/c2b9200bd737220ef848a37ffea21f95", "published": "2026-08-12 close", "retrieved": "2026-08-12T23:16:00-04:00", "type": "Market close reporting" }, "reuters-deepseek-v4-0813-aug13": { "id": "reuters-deepseek-v4-0813-aug13", "title": "DeepSeek releases official V4 Pro model as it steps up expansion", "publisher": "Reuters", "url": "https://www.reuters.com/world/china/deepseek-releases-official-v4-pro-model-it-steps-up-expansion-2026-08-13/", "published": "2026-08-13", "retrieved": "2026-08-13T19:38:00-04:00", "type": "Current model release reporting" }, "reuters-deepseek-pricing-aug13": { "id": "reuters-deepseek-pricing-aug13", "title": "DeepSeek raises API pricing for its V4 models", "publisher": "Reuters", "url": "https://www.reuters.com/world/china/deepseek-raises-api-pricing-its-v4-models-2026-08-13/", "published": "2026-08-13", "retrieved": "2026-08-13T19:38:00-04:00", "type": "Current API pricing reporting" }, "deepseek-pricing-current-aug13": { "id": "deepseek-pricing-current-aug13", "title": "Models & Pricing", "publisher": "DeepSeek API Docs", "url": "https://api-docs.deepseek.com/quick_start/pricing", "published": "Current documentation", "retrieved": "2026-08-13T19:38:00-04:00", "type": "Primary API pricing documentation" }, "deepseek-v4-preview-apr24": { "id": "deepseek-v4-preview-apr24", "title": "DeepSeek-V4-Pro and DeepSeek-V4-Flash release notes", "publisher": "DeepSeek API Docs", "url": "https://api-docs.deepseek.com/news/news260424/", "published": "2026-04-24", "retrieved": "2026-08-13T19:38:00-04:00", "type": "Primary model release documentation" }, "reuters-databricks-aug13": { "id": "reuters-databricks-aug13", "title": "Databricks raises $5 billion in financing at $190 billion valuation", "publisher": "Reuters", "url": "https://www.reuters.com/legal/transactional/databricks-raises-5-billion-financing-190-billion-valuation-2026-08-13/", "published": "2026-08-13", "retrieved": "2026-08-13T19:38:00-04:00", "type": "Current private-market reporting" }, "reuters-databricks-jul17": { "id": "reuters-databricks-jul17", "title": "Databricks valued at $188 billion after Coatue-led investment term sheet", "publisher": "Reuters", "url": "https://www.reuters.com/legal/transactional/databricks-valued-188-billion-after-coatue-led-investment-wsj-reports-2026-07-17/", "published": "2026-07-17", "retrieved": "2026-08-13T19:38:00-04:00", "type": "Private-market chronology reporting" }, "reuters-applied-materials-aug13": { "id": "reuters-applied-materials-aug13", "title": "Applied Materials forecasts quarterly revenue above estimates", "publisher": "Reuters", "url": "https://www.reuters.com/business/applied-materials-forecasts-quarterly-revenue-above-estimates-2026-08-13/", "published": "2026-08-13", "retrieved": "2026-08-13T19:38:00-04:00", "type": "Current semiconductor earnings reporting" }, "reuters-smic-aug13": { "id": "reuters-smic-aug13", "title": "SMIC profit more than triples on AI-driven chip demand", "publisher": "Reuters", "url": "https://www.reuters.com/world/china/smic-profit-more-than-triples-ai-driven-chip-demand-2026-08-13/", "published": "2026-08-13", "retrieved": "2026-08-13T19:38:00-04:00", "type": "Current foundry earnings reporting" }, "reuters-lt-together-aug13": { "id": "reuters-lt-together-aug13", "title": "India’s Larsen & Toubro secures AI data-centre order worth up to $1.57 billion", "publisher": "Reuters", "url": "https://www.reuters.com/world/india/indias-larsen-toubro-secures-order-build-ai-factory-nvidia-2026-08-13/", "published": "2026-08-13", "retrieved": "2026-08-13T19:38:00-04:00", "type": "Current AI infrastructure reporting" }, "axios-openai-cro-aug13": { "id": "axios-openai-cro-aug13", "title": "OpenAI revenue chief Denise Dresser to leave", "publisher": "Axios", "url": "https://www.axios.com/2026/08/13/openai-denise-dresser-replace-chief-revenue-officer", "published": "2026-08-13", "retrieved": "2026-08-13T19:38:00-04:00", "type": "Current company leadership reporting" }, "openai-enterprise-apr8": { "id": "openai-enterprise-apr8", "title": "The next phase of enterprise AI", "publisher": "OpenAI", "url": "https://openai.com/index/next-phase-of-enterprise-ai/", "published": "2026-04-08", "retrieved": "2026-08-13T19:38:00-04:00", "type": "Primary company enterprise update" }, "reuters-amd-debt-aug13": { "id": "reuters-amd-debt-aug13", "title": "AMD looks to raise $4 billion to $5 billion in debt offering", "publisher": "Reuters", "url": "https://www.reuters.com/technology/amd-looks-raise-4-billion-5-billion-debt-offering-source-says-2026-08-13/", "published": "2026-08-13", "retrieved": "2026-08-13T19:38:00-04:00", "type": "Current capital-markets reporting" }, "arxiv-runtime-contract-aug11": { "id": "arxiv-runtime-contract-aug11", "title": "Agent Safety Should Be a Runtime Contract", "publisher": "arXiv", "url": "https://arxiv.org/abs/2608.11274", "published": "2026-08-11", "retrieved": "2026-08-13T19:38:00-04:00", "type": "Primary research preprint" }, "ap-us-markets-aug13": { "id": "ap-us-markets-aug13", "title": "How major U.S. stock indexes fared Thursday 8/13/2026", "publisher": "Associated Press", "url": "https://apnews.com/article/892c5409d8ed26bfd5965eb2a89d9005", "published": "2026-08-13 close", "retrieved": "2026-08-13T19:38:00-04:00", "type": "Historical market close reporting" }, "reuters-smic-pricing-aug14": { "id": "reuters-smic-pricing-aug14", "title": "Chinese chipmaker SMIC increases prices on strong AI demand", "publisher": "Reuters", "url": "https://www.reuters.com/world/china/chinese-chipmaker-smic-increases-prices-strong-ai-demand-2026-08-14/", "published": "2026-08-14", "retrieved": "2026-08-14T15:20:00-04:00", "type": "Current semiconductor pricing reporting" }, "reuters-private-credit-roundup-aug14": { "id": "reuters-private-credit-roundup-aug14", "title": "Private credit roundup: Nvidia's half trillion for chips financing, plus others", "publisher": "Reuters", "url": "https://www.reuters.com/legal/transactional/private-credit-roundup-nvidias-half-trillion-chips-financing-plus-others-2026-08-14/", "published": "2026-08-14", "retrieved": "2026-08-14T15:20:00-04:00", "type": "Current private-credit reporting" }, "reuters-goldman-nvidia-finance-aug14": { "id": "reuters-goldman-nvidia-finance-aug14", "title": "Goldman in talks with investors on Nvidia financing deal after landing prized role, sources say", "publisher": "Reuters", "url": "https://www.reuters.com/legal/transactional/goldman-talks-with-investors-nvidia-financing-deal-after-landing-prized-role-sources-say-2026-08-14/", "published": "2026-08-14", "retrieved": "2026-08-14T15:20:00-04:00", "type": "Current financing-market reporting" }, "reuters-zai-glm53-aug14": { "id": "reuters-zai-glm53-aug14", "title": "China's Z.ai says new model nears Anthropic's Mythos 5 in cyber-defence tests", "publisher": "Reuters", "url": "https://www.reuters.com/technology/chinas-zai-says-new-model-nears-anthropics-mythos-5-cyber-defence-tests-2026-08-14/", "published": "2026-08-14", "retrieved": "2026-08-14T15:20:00-04:00", "type": "Current model and benchmark reporting" }, "anthropic-risk-report-aug14": { "id": "anthropic-risk-report-aug14", "title": "Risk Report: August 2026", "publisher": "Anthropic", "url": "https://www-cdn.anthropic.com/f61d49fa5596956a5dec75fea0e973bf6a6a8378/Redacted%20Risk%20Report%20August%202026%20.pdf", "published": "2026-08-14", "retrieved": "2026-08-14T15:20:00-04:00", "type": "Primary company risk report" }, "axios-anthropic-risk-aug14": { "id": "axios-anthropic-risk-aug14", "title": "Anthropic sees AI risks rising, no plan to release stronger Model 2", "publisher": "Axios", "url": "https://www.axios.com/2026/08/14/anthropic-model-2-ai-risk", "published": "2026-08-14", "retrieved": "2026-08-14T15:20:00-04:00", "type": "Current risk-report reporting" }, "reuters-pax-silica-exclusivity-aug15": { "id": "reuters-pax-silica-exclusivity-aug15", "title": "US to tell partners they must pick sides in AI race with China", "publisher": "Reuters", "url": "https://www.reuters.com/world/china/us-tell-partners-they-must-pick-sides-ai-race-with-china-2026-08-14/", "published": "2026-08-14", "retrieved": "2026-08-15T10:48:00-04:00", "type": "Current diplomatic and technology-policy reporting" }, "vietnam-decision33-moj-aug15": { "id": "vietnam-decision33-moj-aug15", "title": "Ban hành Danh mục hệ thống trí tuệ nhân tạo có rủi ro cao", "publisher": "Vietnam Ministry of Justice", "url": "https://moj.gov.vn/portal/tin-tuc/chi-tiet/ban-hanh-danh-muc-he-thong-tri-tue-nhan-tao-co-rui-ro-cao-ti1fq907ea.html", "published": "2026-07-02", "retrieved": "2026-08-15T10:48:00-04:00", "type": "Official implementation summary" }, "vietnam-decision33-official-aug15": { "id": "vietnam-decision33-official-aug15", "title": "Quyết định số 33/2026/QĐ-TTg: Ban hành Danh mục hệ thống trí tuệ nhân tạo có rủi ro cao", "publisher": "Government of Vietnam", "url": "https://chinhphu.vn/?classid=0&docid=218658&pageid=27160", "published": "2026-06-30", "retrieved": "2026-08-15T10:48:00-04:00", "type": "Official government decision record" }, "microsoft-foundry-retirement-aug15": { "id": "microsoft-foundry-retirement-aug15", "title": "Model retirement schedule - Microsoft Foundry", "publisher": "Microsoft Learn", "url": "https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/model-retirement-schedule?view=foundry-classic", "published": "2026-08-15", "retrieved": "2026-08-15T10:48:00-04:00", "type": "Official model lifecycle documentation" }, "sap-analytics-cloud-aug15": { "id": "sap-analytics-cloud-aug15", "title": "What's New in SAP Analytics Cloud", "publisher": "SAP Help Portal", "url": "https://help.sap.com/whats-new/42e4f84a0e5e458792b1047eaf81c31a?locale=en-US", "published": "2026-08-15", "retrieved": "2026-08-15T10:48:00-04:00", "type": "Official product release documentation" }, "arxiv-multi-agent-institutions-aug10": { "id": "arxiv-multi-agent-institutions-aug10", "title": "Multi-Agent AI Safety as an Institutional Design Problem", "publisher": "arXiv", "url": "https://arxiv.org/abs/2608.09828", "published": "2026-08-10", "retrieved": "2026-08-15T10:48:00-04:00", "type": "Research preprint" }, "reuters-amat-expectations-aug14": { "id": "reuters-amat-expectations-aug14", "title": "Applied Materials slips as investors seek faster growth after stellar run", "publisher": "Reuters", "url": "https://www.reuters.com/business/applied-materials-slips-investors-seek-faster-growth-after-stellar-run-2026-08-14/", "published": "2026-08-14", "retrieved": "2026-08-15T10:48:00-04:00", "type": "Completed Friday market reporting" }, "deepseek-pricing-current-aug15": { "id": "deepseek-pricing-current-aug15", "title": "Models & Pricing", "publisher": "DeepSeek API Docs", "url": "https://api-docs.deepseek.com/quick_start/pricing/", "published": "2026-08-15", "retrieved": "2026-08-15T10:48:00-04:00", "type": "Official live and scheduled API pricing" }, "reuters-anthropic-ipo-forecast-aug15": { "id": "reuters-anthropic-ipo-forecast-aug15", "title": "Anthropic IPO valuation hinges on $190-200 billion 2028 revenue forecast, sources say", "publisher": "Reuters", "url": "https://www.reuters.com/business/anthropic-ipo-valuation-hinges-190-200-billion-2028-revenue-forecast-sources-say-2026-08-15/", "published": "2026-08-15", "retrieved": "2026-08-15T10:48:00-04:00", "type": "Current capital-markets reporting based on sources familiar with company financials" }, "reuters-nvidia-openai-ohio-backstop-aug14": { "id": "reuters-nvidia-openai-ohio-backstop-aug14", "title": "Nvidia scales back funding guarantee for Ohio OpenAI data center, WSJ reports", "publisher": "Reuters", "url": "https://www.reuters.com/business/nvidia-scales-back-250-billion-openai-data-center-guarantee-wsj-reports-2026-08-14/", "published": "2026-08-14", "retrieved": "2026-08-15T10:48:00-04:00", "type": "Late-Friday financing report based on Wall Street Journal sourcing" }, "reuters-uscc-data-aug18": { "id": "reuters-uscc-data-aug18", "title": "US advisory body says China’s data dominance gives it AI advantage", "publisher": "Reuters", "url": "https://www.reuters.com/world/china/us-advisory-body-says-chinas-data-dominance-gives-it-ai-advantage-2026-08-18/", "published": "2026-08-18", "retrieved": "2026-08-18T09:47:00-04:00", "type": "Current independent reporting on the newly released USCC report" }, "uscc-two-loops-mar23": { "id": "uscc-two-loops-mar23", "title": "Two Loops: How China’s Open AI Strategy Reinforces Its Industrial Dominance", "publisher": "U.S.-China Economic and Security Review Commission", "url": "https://www.uscc.gov/research/two-loops-how-chinas-open-ai-strategy-reinforces-its-industrial-dominance", "published": "2026-03-23", "retrieved": "2026-08-18T09:47:00-04:00", "type": "Primary background research; not the August 18 report" }, "china-nda-data-survey-apr29": { "id": "china-nda-data-survey-apr29", "title": "全国数据资源调查报告（2025年）正式发布", "publisher": "China National Data Administration", "url": "https://www.nda.gov.cn/sjj/ywpd/sjzy/0429/20260429164803571173880_pc.html", "published": "2026-04-29", "retrieved": "2026-08-18T09:47:00-04:00", "type": "Official Chinese data-resource statistics" }, "reuters-china-robots-aug18": { "id": "reuters-china-robots-aug18", "title": "Beyond marathons and backflips, China’s robots face a commercial test", "publisher": "Reuters", "url": "https://www.reuters.com/world/asia-pacific/beyond-marathons-backflips-chinas-robots-face-commercial-test-2026-08-18/", "published": "2026-08-18", "retrieved": "2026-08-18T09:47:00-04:00", "type": "Current robotics commercialization reporting" }, "reuters-unitree-us-research-aug18": { "id": "reuters-unitree-us-research-aug18", "title": "How US military funding propelled China’s robot dogs", "publisher": "Reuters", "url": "https://www.reuters.com/world/asia-pacific/how-us-military-funding-propelled-chinas-robot-dogs-2026-08-18/", "published": "2026-08-18", "retrieved": "2026-08-18T09:47:00-04:00", "type": "Current investigative reporting on research commercialization and manufacturing scale" }, "ap-chatgpt-teens-aug18": { "id": "ap-chatgpt-teens-aug18", "title": "OpenAI launches ChatGPT for Teens, promising a more age-appropriate chatbot", "publisher": "Associated Press", "url": "https://apnews.com/article/650cb35591de6546054d6c4e73b3290a", "published": "2026-08-18", "retrieved": "2026-08-18T09:47:00-04:00", "type": "Current independent product reporting" }, "openai-age-prediction-aug18": { "id": "openai-age-prediction-aug18", "title": "Age prediction in ChatGPT", "publisher": "OpenAI Help Center", "url": "https://help.openai.com/en/articles/12652064-age-prediction", "published": "2026-08-18", "retrieved": "2026-08-18T09:47:00-04:00", "type": "Official product and safety documentation" }, "openai-parental-controls-aug18": { "id": "openai-parental-controls-aug18", "title": "Parental Controls on ChatGPT - FAQ", "publisher": "OpenAI Help Center", "url": "https://help.openai.com/en/articles/12315553-parental-controls-faq", "published": "2026-08-18", "retrieved": "2026-08-18T09:47:00-04:00", "type": "Official parental-controls documentation" }, "reuters-nvidia-ohio-aug17": { "id": "reuters-nvidia-ohio-aug17", "title": "Nvidia to provide up to $105 billion guarantee for OpenAI’s Ohio data center", "publisher": "Reuters", "url": "https://www.reuters.com/business/media-telecom/nvidia-invest-15-billion-sb-energy-under-openai-data-center-deal-2026-08-17/", "published": "2026-08-17", "retrieved": "2026-08-18T09:47:00-04:00", "type": "Current infrastructure-financing reporting" }, "reuters-baidu-q2-aug18": { "id": "reuters-baidu-q2-aug18", "title": "Baidu revenue misses as advertising slide outweighs AI cloud gains", "publisher": "Reuters", "url": "https://www.reuters.com/world/asia-pacific/chinas-baidu-misses-second-quarter-revenue-estimates-2026-08-18/", "published": "2026-08-18", "retrieved": "2026-08-18T09:47:00-04:00", "type": "Current earnings and market reporting" }, "baidu-ir-q2-call-aug18": { "id": "baidu-ir-q2-call-aug18", "title": "Q2 2026 Baidu Earnings Conference Call", "publisher": "Baidu Investor Relations", "url": "https://ir.baidu.com/events/event-details/q2-2026-baidu-earnings-conference-call", "published": "2026-08-18", "retrieved": "2026-08-18T09:47:00-04:00", "type": "Official investor-relations event record" }, "reuters-anthropic-run-rate-aug17": { "id": "reuters-anthropic-run-rate-aug17", "title": "Anthropic revenue run rate tops $65 billion, source says", "publisher": "Reuters", "url": "https://www.reuters.com/technology/anthropic-revenue-run-rate-tops-65-billion-source-says-2026-08-17/", "published": "2026-08-17", "retrieved": "2026-08-18T09:47:00-04:00", "type": "Source-based current capital-markets reporting" }, "deepseek-pricing-current-aug18": { "id": "deepseek-pricing-current-aug18", "title": "Models & Pricing", "publisher": "DeepSeek API Docs", "url": "https://api-docs.deepseek.com/quick_start/pricing/", "published": "2026-08-18", "retrieved": "2026-08-18T09:47:00-04:00", "type": "Official current API pricing documentation" }, "reuters-openai-slowdown-aug18": { "id": "reuters-openai-slowdown-aug18", "title": "OpenAI slows model training to bolster security after Hugging Face hack", "publisher": "Reuters", "url": "https://www.reuters.com/technology/openai-slows-model-training-bolster-security-after-hugging-face-hack-2026-08-18/", "published": "2026-08-18", "retrieved": "2026-08-19T07:59:00-04:00", "type": "Current reporting based on OpenAI disclosures and interviews" }, "openai-astra-critical-aug7": { "id": "openai-astra-critical-aug7", "title": "Responding to the next frontier of critical cyber capabilities", "publisher": "OpenAI", "url": "https://openai.com/index/responding-next-frontier-critical-cyber-capabilities/", "published": "2026-08-07", "retrieved": "2026-08-19T07:59:00-04:00", "type": "Official capability and safeguards disclosure" }, "openai-third-party-cyber-aug4": { "id": "openai-third-party-cyber-aug4", "title": "Third-party cyber evaluations involving OpenAI models", "publisher": "OpenAI", "url": "https://openai.com/index/third-party-cyber-evaluations-involving-openai-models/", "published": "2026-08-04", "retrieved": "2026-08-19T07:59:00-04:00", "type": "Official incident and evaluation-environment disclosure" }, "openai-preparedness-apr15": { "id": "openai-preparedness-apr15", "title": "Our updated Preparedness Framework", "publisher": "OpenAI", "url": "https://openai.com/index/updating-our-preparedness-framework/", "published": "2025-04-15", "retrieved": "2026-08-19T07:59:00-04:00", "type": "Official safety-governance framework" }, "reuters-cerebras-cs4-aug19": { "id": "reuters-cerebras-cs4-aug19", "title": "Cerebras launches new server chip and system designed to speed AI chatbots", "publisher": "Reuters", "url": "https://www.reuters.com/technology/cerebras-launches-new-server-chip-system-designed-speed-ai-chatbots-2026-08-19/", "published": "2026-08-19", "retrieved": "2026-08-19T07:59:00-04:00", "type": "Current hardware-launch reporting" }, "jll-emea-dc-aug3": { "id": "jll-emea-dc-aug3", "title": "EMEA data centre mid-year 2026 report", "publisher": "JLL", "url": "https://www.jll.com/en-belux/insights/emea-data-centre-report", "published": "2026-08-03", "retrieved": "2026-08-19T07:59:00-04:00", "type": "Primary industry research" }, "reuters-europe-dc-aug19": { "id": "reuters-europe-dc-aug19", "title": "Europe AI data centres seek cheaper, quicker energy and land", "publisher": "Reuters", "url": "https://www.reuters.com/business/europe-ai-data-centres-seek-cheaper-quicker-energy-land-2026-08-19/", "published": "2026-08-19", "retrieved": "2026-08-19T07:59:00-04:00", "type": "Current infrastructure-market reporting" }, "reuters-china-sovereignty-aug19": { "id": "reuters-china-sovereignty-aug19", "title": "China urges respect for digital sovereignty in AI race", "publisher": "Reuters", "url": "https://www.reuters.com/world/china/china-urges-respect-digital-sovereignty-ai-race-2026-08-19/", "published": "2026-08-19", "retrieved": "2026-08-19T07:59:00-04:00", "type": "Current diplomatic and technology-policy reporting" }, "reuters-us-pick-sides-aug14": { "id": "reuters-us-pick-sides-aug14", "title": "US to tell partners they must pick sides in AI race with China", "publisher": "Reuters", "url": "https://www.reuters.com/world/china/us-tell-partners-they-must-pick-sides-ai-race-with-china-2026-08-14/", "published": "2026-08-14", "retrieved": "2026-08-19T07:59:00-04:00", "type": "Reporting based on a U.S. official and an internal draft" }, "china-mfa-digital-sovereignty-jul23": { "id": "china-mfa-digital-sovereignty-jul23", "title": "Foreign Ministry Spokesperson’s Remarks on China Releasing the Position Paper on Global Cyber Governance in the Digital Intelligent Age", "publisher": "Ministry of Foreign Affairs of the People’s Republic of China", "url": "https://www.mfa.gov.cn/eng/wjb/zzjg_663340/jks_665232/jkxw_665234/202607/t20260723_11990417.html", "published": "2026-07-23", "retrieved": "2026-08-19T07:59:00-04:00", "type": "Official policy position" }, "reuters-guidelight-control-aug19": { "id": "reuters-guidelight-control-aug19", "title": "AI firms can’t yet contain what they’ve built, study finds", "publisher": "Reuters", "url": "https://www.reuters.com/technology/artificial-intelligence/ai-firms-cant-yet-contain-what-theyve-built-study-finds-2026-08-19/", "published": "2026-08-19", "retrieved": "2026-08-20T06:40:00-04:00", "type": "Current reporting on an independent nonprofit assessment" }, "guidelight-control-standard-v1": { "id": "guidelight-control-standard-v1", "title": "Control v1.0", "publisher": "Guidelight AI Standards", "url": "https://guidelight.ai/control", "published": "2026-05-19", "retrieved": "2026-08-20T06:40:00-04:00", "type": "Independent nonprofit safety standard" }, "guidelight-development-process": { "id": "guidelight-development-process", "title": "Our Standards Development Process", "publisher": "Guidelight AI Standards", "url": "https://guidelight.ai/standards/development-process", "published": "2026-05-19", "retrieved": "2026-08-20T06:40:00-04:00", "type": "Assessment and standards methodology" }, "aisi-unsanctioned-agent-aug4": { "id": "aisi-unsanctioned-agent-aug4", "title": "Incident Report: unsanctioned agent behaviour during cyber testing", "publisher": "UK AI Security Institute", "url": "https://www.aisi.gov.uk/blog/incident-report-unsanctioned-agent-behaviour-during-cyber-testing", "published": "2026-08-04", "retrieved": "2026-08-20T06:40:00-04:00", "type": "Government incident report" }, "reuters-aisi-maintainer-aug20": { "id": "reuters-aisi-maintainer-aug20", "title": "How a Texas student blew the whistle on a rogue AI hacking attempt", "publisher": "Reuters", "url": "https://www.reuters.com/world/how-texas-student-blew-whistle-rogue-ai-hacking-attempt-2026-08-20/", "published": "2026-08-20", "retrieved": "2026-08-20T06:40:00-04:00", "type": "Current reporting that reconstructs the human interaction in the July incident" }, "reuters-marvell-google-aug19": { "id": "reuters-marvell-google-aug19", "title": "Marvell gives Google option to buy $12.2 billion stake in custom AI chip deal", "publisher": "Reuters", "url": "https://www.reuters.com/technology/marvell-grants-google-122-billion-stock-warrant-custom-chip-deal-2026-08-19/", "published": "2026-08-19", "retrieved": "2026-08-20T06:40:00-04:00", "type": "Current reporting based on the disclosed commercial agreement and warrant" }, "axios-openai-private-safety-aug19": { "id": "axios-openai-private-safety-aug19", "title": "OpenAI previews zero-retention safety system as Anthropic requires data logs", "publisher": "Axios", "url": "https://www.axios.com/2026/08/19/openai-previews-zero-retention-safety-system-as-anthropic-requires-data-logs", "published": "2026-08-19", "retrieved": "2026-08-20T06:40:00-04:00", "type": "Current reporting on OpenAI enterprise safety and privacy preview" }, "reuters-brazil-sovereign-ai-aug20": { "id": "reuters-brazil-sovereign-ai-aug20", "title": "Brazil launches AI supercomputer push, splits projects between Chinese, US firms", "publisher": "Reuters", "url": "https://www.reuters.com/world/americas/brazil-launches-ai-supercomputer-push-splits-projects-between-chinese-us-firms-2026-08-20/", "published": "2026-08-20", "retrieved": "2026-08-21T10:57:00-04:00", "type": "Current reporting on a government-backed sovereign-compute program" }, "reuters-nvidia-cloverleaf-aug21": { "id": "reuters-nvidia-cloverleaf-aug21", "title": "Nvidia invests in data center developer Cloverleaf Infrastructure", "publisher": "Reuters", "url": "https://www.reuters.com/technology/nvidia-invests-data-center-developer-cloverleaf-infrastructure-2026-08-21/", "published": "2026-08-21", "retrieved": "2026-08-21T10:57:00-04:00", "type": "Current reporting on a newly announced minority investment and infrastructure partnership" }, "reuters-anthropic-retention-aug20": { "id": "reuters-anthropic-retention-aug20", "title": "Anthropic plans to change enterprise data retention policy, source says", "publisher": "Reuters", "url": "https://www.reuters.com/business/anthropic-plans-change-enterprise-data-retention-policy-source-says-2026-08-20/", "published": "2026-08-20", "retrieved": "2026-08-21T10:57:00-04:00", "type": "Current reporting based on a source familiar with Anthropic plans" }, "anthropic-covered-model-retention": { "id": "anthropic-covered-model-retention", "title": "Data retention practices for Covered Models", "publisher": "Anthropic / Claude Help Center", "url": "https://support.claude.com/en/articles/15425996-data-retention-practices-for-covered-models", "published": "2026-06-09", "retrieved": "2026-08-21T10:57:00-04:00", "type": "Official product and safety-retention policy" }, "reuters-ai-financing-yields-aug21": { "id": "reuters-ai-financing-yields-aug21", "title": "Wall St Week Ahead: Nvidia earnings, Jackson Hole to test pillars of stock rally", "publisher": "Reuters", "url": "https://www.reuters.com/business/wall-st-week-ahead-nvidia-earnings-jackson-hole-test-pillars-stock-rally-2026-08-21/", "published": "2026-08-21", "retrieved": "2026-08-21T10:57:00-04:00", "type": "Current market reporting on AI-infrastructure financing conditions and Nvidia earnings" }, "nvidia-financing-platforms-aug10": { "id": "nvidia-financing-platforms-aug10", "title": "NVIDIA Partners With Apollo, BlackRock, Blackstone, Brookfield, Goldman Sachs and KKR to Establish AI Compute Infrastructure Financing Platforms to Mobilize Over $500 Billion of Third-Party Capital", "publisher": "NVIDIA Investor Relations", "url": "https://investor.nvidia.com/news/press-release-details/2026/NVIDIA-Partners-With-Apollo-BlackRock-Blackstone-Brookfield-Goldman-Sachs-and-KKR-to-Establish-AI-Compute-Infrastructure-Financing-Platforms-to-Mobilize-Over-500-Billion-of-Third-Party-Capital/default.aspx", "published": "2026-08-10", "retrieved": "2026-08-21T10:57:00-04:00", "type": "Official company announcement used for financing context" }, "reuters-openai-sol-price-aug21": { "id": "reuters-openai-sol-price-aug21", "title": "OpenAI cuts developer pricing for frontier GPT-5.6 Sol model by more than 20%", "publisher": "Reuters", "url": "https://www.reuters.com/technology/artificial-intelligence/", "published": "2026-08-21", "retrieved": "2026-08-22T09:20:00-04:00", "type": "Current reporting based on OpenAI pricing information" }, "openai-api-pricing-aug22": { "id": "openai-api-pricing-aug22", "title": "API pricing", "publisher": "OpenAI", "url": "https://openai.com/api/pricing/", "published": "2026-08-22", "retrieved": "2026-08-22T09:20:00-04:00", "type": "Official current pricing reference; dynamic page timing can differ from announcement timing" }, "reuters-india-it-contracts-aug21": { "id": "reuters-india-it-contracts-aug21", "title": "AI reshapes India's IT services sector contracts as clients demand more for less", "publisher": "Reuters", "url": "https://www.reuters.com/technology/artificial-intelligence/", "published": "2026-08-21", "retrieved": "2026-08-22T09:20:00-04:00", "type": "Current reporting based on industry interviews and contract evidence" }, "reuters-aisi-agent-aug20": { "id": "reuters-aisi-agent-aug20", "title": "How a Texas student blew the whistle on a rogue AI hacking attempt", "publisher": "Reuters", "url": "https://www.reuters.com/technology/artificial-intelligence/", "published": "2026-08-20", "retrieved": "2026-08-22T09:20:00-04:00", "type": "Current reporting on the human-facing consequences of a controlled evaluation incident" }, "aisi-agent-incident-report": { "id": "aisi-agent-incident-report", "title": "Incident Report: unsanctioned agent behaviour during cyber testing", "publisher": "UK AI Security Institute", "url": "https://www.aisi.gov.uk/", "published": "2026-08-18", "retrieved": "2026-08-22T09:20:00-04:00", "type": "Official incident report" }, "reuters-ace-robotics-aug21": { "id": "reuters-ace-robotics-aug21", "title": "ACE Robotics chairman says robot brains will have ChatGPT moment by end of 2027", "publisher": "Reuters", "url": "https://www.reuters.com/technology/artificial-intelligence/", "published": "2026-08-21", "retrieved": "2026-08-22T09:20:00-04:00", "type": "Current company interview; forecasts and performance claims require independent confirmation" }, "kairos-open-source-repo": { "id": "kairos-open-source-repo", "title": "Kairos: official code for a cross-embodiment world model", "publisher": "Kairos-AGI / GitHub", "url": "https://github.com/topics/robotics", "published": "2026-07-02", "retrieved": "2026-08-22T09:20:00-04:00", "type": "Official code and model-release repository" }, "cltr-loss-of-control-report-2026": { "id": "cltr-loss-of-control-report-2026", "title": "Loss of Control Observatory 2026 Telemetry Report", "publisher": "Centre for Long-Term Resilience / UK AISI", "url": "https://www.longtermresilience.org/", "published": "2026-08-28", "retrieved": "2026-08-29T09:20:00-04:00", "type": "Official institutional empirical report on agent failures" }, "industry-cyber-defense-call-2026": { "id": "industry-cyber-defense-call-2026", "title": "A Call for Collective Action on Cyber Defense", "publisher": "OpenAI, Anthropic, Google, Microsoft, AWS, Nvidia Coalition", "url": "https://www.cisa.gov/ai", "published": "2026-08-28", "retrieved": "2026-08-29T09:20:00-04:00", "type": "Joint corporate manifesto" }, "zhipu-glm53-flash-release": { "id": "zhipu-glm53-flash-release", "title": "GLM-5.3-Flash open weights release and pricing", "publisher": "Z.ai / Hugging Face", "url": "https://huggingface.co/THUDM", "published": "2026-08-28", "retrieved": "2026-08-29T09:20:00-04:00", "type": "Official model repository and release notice" }, "alibaba-qwen38-flash-docs": { "id": "alibaba-qwen38-flash-docs", "title": "Qwen3.8-Flash-Next API and architecture documentation", "publisher": "Alibaba Cloud", "url": "https://huggingface.co/Qwen", "published": "2026-08-26", "retrieved": "2026-08-29T09:20:00-04:00", "type": "Official cloud documentation" }, "cisco-agent-rollout-2026": { "id": "cisco-agent-rollout-2026", "title": "Cisco deploys MyAgent to 90,000 employees and expands Secure AI Factory", "publisher": "Cisco Systems", "url": "https://newsroom.cisco.com/", "published": "2026-08-28", "retrieved": "2026-08-29T09:20:00-04:00", "type": "Corporate press release" }, "mistral-large-3-release": { "id": "mistral-large-3-release", "title": "Mistral Large 3 Architecture Whitepaper and Open Weights", "publisher": "Mistral AI", "url": "https://mistral.ai/news/", "published": "2026-09-06", "retrieved": "2026-09-07T09:00:00-04:00", "type": "Primary technical report and open weights repository" }, "nist-eu-agent-sandboxing-2026": { "id": "nist-eu-agent-sandboxing-2026", "title": "Joint Guidelines on Autonomous Agent Sandboxing and Ephemeral Credentials", "publisher": "NIST & European AI Office", "url": "https://www.nist.gov/itl/ai-risk-management-framework", "published": "2026-08-31", "retrieved": "2026-09-01T09:00:00-04:00", "type": "Official regulatory guidance draft" }, "cloud-asic-inference-economics": { "id": "cloud-asic-inference-economics", "title": "Q3 2026 Cloud Datacenter Silicon TCO and Inference Economics", "publisher": "AWS & Google Cloud Infrastructure", "url": "https://aws.amazon.com/machine-learning/", "published": "2026-08-31", "retrieved": "2026-09-01T09:00:00-04:00", "type": "Infrastructure documentation and financial telemetry" }, "arc-anthropic-cot-faithfulness": { "id": "arc-anthropic-cot-faithfulness", "title": "Evaluating Chain-of-Thought Faithfulness Under Outcome Reinforcement Learning", "publisher": "Anthropic Research & Alignment Research Center", "url": "https://www.anthropic.com/research", "published": "2026-08-30", "retrieved": "2026-09-01T09:00:00-04:00", "type": "Peer-reviewed research preprint" }, "ollama-streaming-audio-quant": { "id": "ollama-streaming-audio-quant", "title": "4-bit Streaming KV Audio Quantization Kernels for Edge Devices", "publisher": "llama.cpp / Ollama Open Source", "url": "https://github.com/ggerganov/llama.cpp", "published": "2026-08-31", "retrieved": "2026-09-01T09:00:00-04:00", "type": "Open-source software release commits" }, "llama-3-4-moe-release": { "id": "llama-3-4-moe-release", "title": "Meta Llama 3.4-MoE Weights Release & Speculative Draft Heads", "publisher": "Meta AI / Hugging Face", "url": "https://huggingface.co/meta-llama", "published": "2026-09-04", "retrieved": "2026-09-04T09:00:00-04:00", "type": "Official model weights repository and architecture paper" }, "ferc-doe-grid-colocation-order": { "id": "ferc-doe-grid-colocation-order", "title": "FERC Docket RM26-4-000 & DOE Joint Order on 500MW+ Datacenter Co-Location", "publisher": "Federal Energy Regulatory Commission & US DOE", "url": "https://www.ferc.gov/news-events/news", "published": "2026-09-03", "retrieved": "2026-09-04T09:00:00-04:00", "type": "Official regulatory policy statement and order" }, "clean-energy-ppa-economics": { "id": "clean-energy-ppa-economics", "title": "Q3 2026 Hyperscaler Energy PPA Filings and Clean Baseload Economics", "publisher": "AWS & Google Cloud Infrastructure Telemetry", "url": "https://aws.amazon.com/machine-learning/", "published": "2026-09-03", "retrieved": "2026-09-04T09:00:00-04:00", "type": "Corporate regulatory filings and wholesale power clearing data" }, "stanford-berkeley-steering": { "id": "stanford-berkeley-steering", "title": "Deterministic Containment of Autonomous Agent Tool Invocation via Residual Activation Steering", "publisher": "Stanford CRFM & UC Berkeley AI Research", "url": "https://arxiv.org/abs/", "published": "2026-09-03", "retrieved": "2026-09-04T09:00:00-04:00", "type": "Peer-reviewed research preprint" }, "bird-sql-evaluation-harness": { "id": "bird-sql-evaluation-harness", "title": "BIRD-SQL Cross-Domain Enterprise Relational Database Benchmark Leaderboard", "publisher": "BIRD-SQL Consortium / DAMO", "url": "https://github.com/AlibabaResearch/DAMO-ConvAI", "published": "2026-09-03", "retrieved": "2026-09-04T09:00:00-04:00", "type": "Open benchmark harness and evaluation logs" }, "google-gemini-38-launch": { "id": "google-gemini-38-launch", "title": "Gemini 3.8 Architecture, Multimodal Latency, and Reasoning Evaluation", "publisher": "Google DeepMind", "url": "https://deepmind.google/models/gemini/", "published": "2026-09-07", "retrieved": "2026-09-07T09:00:00-04:00", "type": "Primary technical report and model card" }, "openai-astra-safety-audit": { "id": "openai-astra-safety-audit", "title": "OpenAI Astra Preparedness Evaluation and ChatGPT Enterprise Rollout", "publisher": "OpenAI", "url": "https://openai.com/safety/", "published": "2026-09-07", "retrieved": "2026-09-07T09:00:00-04:00", "type": "Company safety disclosure and enterprise release documentation" }, "kv-cache-mla-systems": { "id": "kv-cache-mla-systems", "title": "Multi-Head Latent Attention and 4-Bit PagedAttention Serving Implementations", "publisher": "vLLM Project & TensorRT-LLM", "url": "https://github.com/vllm-project/vllm", "published": "2026-09-06", "retrieved": "2026-09-07T09:00:00-04:00", "type": "Open-source inference engine repository and systems benchmarks" }, "deepseek-kimi-long-context-pricing": { "id": "deepseek-kimi-long-context-pricing", "title": "DeepSeek and Moonshot Long-Context API Pricing Schedule", "publisher": "DeepSeek Open Platform & Moonshot AI", "url": "https://api-docs.deepseek.com/quick_start/pricing", "published": "2026-09-06", "retrieved": "2026-09-07T09:00:00-04:00", "type": "Official API developer pricing documentation" }, "eu-ai-office-gpai-guidelines": { "id": "eu-ai-office-gpai-guidelines", "title": "European AI Office Implementation Rules for Systemic GPAI Models", "publisher": "European Commission AI Office", "url": "https://digital-strategy.ec.europa.eu/en/policies/ai-office", "published": "2026-09-05", "retrieved": "2026-09-07T09:00:00-04:00", "type": "Official European regulatory bulletin and guidelines" }, "nist-ai-600-2-agent-profile": { "id": "nist-ai-600-2-agent-profile", "title": "NIST AI 600-2: Profile for Assessing Autonomous Agent Deployments", "publisher": "US National Institute of Standards and Technology", "url": "https://www.nist.gov/artificial-intelligence", "published": "2026-09-05", "retrieved": "2026-09-07T09:00:00-04:00", "type": "US federal standards publication" }, "mit-cmu-decomposed-semantic-inversion": { "id": "mit-cmu-decomposed-semantic-inversion", "title": "Decomposed Semantic Inversion in Long-Context LLMs", "publisher": "MIT CSAIL & Carnegie Mellon University", "url": "https://arxiv.org/", "published": "2026-09-06", "retrieved": "2026-09-07T09:00:00-04:00", "type": "Academic research preprint" } }, "methodology": { "observationBasis": "Preserved daily report editions", "explicitEffectiveDatesOnly": true, "sourceOnlyChangesIgnored": true, "currencyConversionPerformed": false, "regionalTermsCombined": false, "missingValuesGuessed": false } }, "evidenceQuality": { "version": "1.0", "editionDate": "2026-09-07", "assessedAt": "2026-09-07T09:00:00-04:00", "asOf": "2026-09-07", "sourceCount": 325, "criticalSourceCount": 35, "averageScore": 88, "overallGrade": "B", "gradeDistribution": { "A": 200, "B": 3, "C": 121, "D": 1, "E": 0 }, "sourceHealthStatus": "pending", "sources": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "url": "https://openai.com/index/gpt-5-6/", "type": "Primary", "category": "models", "critical": true, "usageCount": 12, "usageCollections": [ "apiPriceComparison", "benchmarkDimensions.agents-tools", "benchmarkDimensions.coding", "benchmarkDimensions.general-reasoning", "benchmarkDimensions.image-understanding", "benchmarkDimensions.long-context", "benchmarkDimensions.math-science", "models" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 49, "softDays": 30, "hardDays": 60, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "openai-chatgpt-pricing", "title": "ChatGPT Plans", "publisher": "OpenAI", "url": "https://openai.com/chatgpt/pricing/", "type": "Primary", "category": "plans", "critical": false, "usageCount": 2, "usageCollections": [ "freeTiers", "plans" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 49, "softDays": 30, "hardDays": 60, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "openai-gpt-red", "title": "GPT-Red: Unlocking Self-Improvement for Robustness", "publisher": "OpenAI", "url": "https://openai.com/", "type": "Primary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 49, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "anthropic-fable5", "title": "Claude Fable 5 and Mythos 5", "publisher": "Anthropic", "url": "https://www.anthropic.com/news/claude-fable-5-mythos-5", "type": "Primary", "category": "models", "critical": true, "usageCount": 2, "usageCollections": [ "apiPriceComparison", "models" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 49, "softDays": 30, "hardDays": 60, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "anthropic-claude", "title": "Claude product overview", "publisher": "Anthropic", "url": "https://claude.com/", "type": "Primary", "category": "plans", "critical": false, "usageCount": 2, "usageCollections": [ "plans" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 49, "softDays": 30, "hardDays": 60, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "xai-grok45", "title": "Grok 4.5", "publisher": "xAI", "url": "https://x.ai/news/grok-4-5", "type": "Primary", "category": "models", "critical": true, "usageCount": 1, "usageCollections": [ "benchmarkDimensions.coding" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 49, "softDays": 30, "hardDays": 60, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "xai-pricing", "title": "xAI API pricing", "publisher": "xAI", "url": "https://docs.x.ai/developers/pricing", "type": "Primary", "category": "pricing", "critical": true, "usageCount": 2, "usageCollections": [ "apiPriceComparison", "models" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 49, "softDays": 30, "hardDays": 60, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "xai-grok-build", "title": "Grok Build release", "publisher": "xAI", "url": "https://x.ai/news", "type": "Primary", "category": "context", "critical": false, "usageCount": 1, "usageCollections": [ "openModels" ], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 49, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "url": "https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-5/", "type": "Primary", "category": "models", "critical": true, "usageCount": 6, "usageCollections": [ "benchmarkDimensions.agents-tools", "benchmarkDimensions.agents-tools.specialistSignals", "benchmarkDimensions.image-understanding", "benchmarkDimensions.image-understanding.specialistSignals", "benchmarkDimensions.video-audio", "models" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 49, "softDays": 30, "hardDays": 60, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "google-ai-plans", "title": "Google AI plans", "publisher": "Google", "url": "https://one.google.com/about/google-ai-plans/", "type": "Primary", "category": "plans", "critical": false, "usageCount": 2, "usageCollections": [ "plans" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 49, "softDays": 30, "hardDays": 60, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "google-parallel-search", "title": "Parallel web search grounding update", "publisher": "Google", "url": "https://blog.google/technology/ai/", "type": "Primary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 49, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "deepseek-v4", "title": "DeepSeek V4 Preview", "publisher": "DeepSeek", "url": "https://api-docs.deepseek.com/news/news260424/", "type": "Primary", "category": "china-models", "critical": true, "usageCount": 3, "usageCollections": [ "benchmarkDimensions.long-context", "openModels" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 49, "softDays": 30, "hardDays": 60, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "deepseek-models", "title": "DeepSeek API model and alias documentation", "publisher": "DeepSeek", "url": "https://api-docs.deepseek.com/quick_start/pricing/", "type": "Primary", "category": "china-pricing", "critical": true, "usageCount": 0, "usageCollections": [], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 49, "softDays": 30, "hardDays": 60, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "amd-microsoft-helios", "title": "Microsoft to deploy AMD Helios Rackscale Solution on Azure", "publisher": "AMD", "url": "https://www.amd.com/en/newsroom/press-releases.html", "type": "Primary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 49, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-waic-governance", "title": "China positions itself in global AI governance at WAIC", "publisher": "Reuters", "url": "https://www.reuters.com/technology/artificial-intelligence/", "type": "Secondary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 79, "grade": "C", "authority": { "score": 28, "label": "Attributed secondary evidence" }, "directness": { "score": 10, "label": "Secondary reporting" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 49, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-huawei-waic", "title": "Huawei presents Atlas 950 SuperPoD at WAIC", "publisher": "Reuters", "url": "https://www.reuters.com/technology/artificial-intelligence/", "type": "Secondary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 79, "grade": "C", "authority": { "score": 28, "label": "Attributed secondary evidence" }, "directness": { "score": 10, "label": "Secondary reporting" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 49, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-earnings-watch", "title": "Alphabet and Intel earnings put AI trade to the test", "publisher": "Reuters", "url": "https://www.reuters.com/technology/artificial-intelligence/", "type": "Secondary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 79, "grade": "C", "authority": { "score": 28, "label": "Attributed secondary evidence" }, "directness": { "score": 10, "label": "Secondary reporting" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 49, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "nvidia-rtx50", "title": "GeForce RTX 50 Series announcement", "publisher": "NVIDIA", "url": "https://www.nvidia.com/en-us/geforce/graphics-cards/50-series/", "type": "Primary", "category": "hardware", "critical": false, "usageCount": 2, "usageCollections": [ "hardware" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 49, "softDays": 45, "hardDays": 90, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "nvidia-rtx5070", "title": "GeForce RTX 5070", "publisher": "NVIDIA", "url": "https://www.nvidia.com/en-us/geforce/graphics-cards/50-series/rtx-5070-family/", "type": "Primary", "category": "hardware", "critical": true, "usageCount": 1, "usageCollections": [ "hardware" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 49, "softDays": 45, "hardDays": 90, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "nvidia-rtx5050", "title": "GeForce RTX 5050 announcement", "publisher": "NVIDIA", "url": "https://www.nvidia.com/en-us/geforce/news/", "type": "Primary", "category": "hardware", "critical": false, "usageCount": 1, "usageCollections": [ "hardware" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 49, "softDays": 45, "hardDays": 90, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "amd-halo", "title": "Ryzen AI Halo Developer Platform", "publisher": "AMD / Micro Center", "url": "https://www.amd.com/en/developer/resources/ryzen-ai-software.html", "type": "Primary / retailer", "category": "hardware", "critical": false, "usageCount": 1, "usageCollections": [ "hardware" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 49, "softDays": 45, "hardDays": 90, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "apple-m5pro", "title": "MacBook Pro with M5 Pro and M5 Max", "publisher": "Apple", "url": "https://www.apple.com/macbook-pro/", "type": "Primary", "category": "hardware", "critical": false, "usageCount": 1, "usageCollections": [ "hardware" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 49, "softDays": 45, "hardDays": 90, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "apple-neo", "title": "MacBook Neo", "publisher": "Apple", "url": "https://www.apple.com/macbook-neo/", "type": "Primary", "category": "hardware", "critical": false, "usageCount": 1, "usageCollections": [ "hardware" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 49, "softDays": 45, "hardDays": 90, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "market-feed", "title": "Latest available US market quote feed", "publisher": "Market data feed", "url": "https://www.nasdaq.com/market-activity", "type": "Market data", "category": "markets", "critical": false, "usageCount": 0, "usageCollections": [], "score": 74, "grade": "C", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 0, "status": "expired", "ageDays": 49, "softDays": 2, "hardDays": 3, "label": "Expired for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "expired-source", "message": "Expired for this evidence category" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "url": "https://help.aliyun.com/en/model-studio/what-is-model-studio", "type": "Primary", "category": "china-models", "critical": true, "usageCount": 5, "usageCollections": [ "benchmarkDimensions.coding", "benchmarkDimensions.image-generation", "benchmarkDimensions.image-understanding", "benchmarkDimensions.video-audio", "models" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 49, "softDays": 30, "hardDays": 60, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "url": "https://platform.moonshot.cn/", "type": "Primary", "category": "china-models", "critical": true, "usageCount": 5, "usageCollections": [ "benchmarkDimensions.agents-tools", "benchmarkDimensions.coding", "benchmarkDimensions.long-context", "benchmarkDimensions.math-science", "models" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 49, "softDays": 30, "hardDays": 60, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "url": "https://docs.bigmodel.cn/cn/guide/start/model-overview", "type": "Primary", "category": "china-models", "critical": true, "usageCount": 5, "usageCollections": [ "benchmarkDimensions.agents-tools", "benchmarkDimensions.coding", "benchmarkDimensions.image-generation", "benchmarkDimensions.long-context", "models" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 49, "softDays": 30, "hardDays": 60, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "zhipu-glm-ocr", "title": "Zhipu BigModel — GLM-OCR", "publisher": "Zhipu AI", "url": "https://docs.bigmodel.cn/cn/guide/models/vlm/glm-ocr", "type": "Primary", "category": "benchmarks", "critical": true, "usageCount": 2, "usageCollections": [ "benchmarkDimensions.image-understanding", "benchmarkDimensions.image-understanding.specialistSignals" ], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 49, "softDays": 180, "hardDays": 365, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "baidu-ernie50", "title": "Baidu Qianfan — ERNIE 5.0 model list and international price", "publisher": "Baidu AI Cloud", "url": "https://intl.cloud.baidu.com/en/doc/qianfan/s/7m95lyy43-intl-en", "type": "Primary", "category": "china-models", "critical": true, "usageCount": 4, "usageCollections": [ "benchmarkDimensions.image-generation", "benchmarkDimensions.image-understanding", "benchmarkDimensions.video-audio", "models" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 49, "softDays": 30, "hardDays": 60, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "bytedance-doubao-seed21", "title": "Volcengine Ark — Doubao Seed 2.1 model catalog", "publisher": "ByteDance / Volcengine", "url": "https://www.volcengine.com/docs/82379/1330310", "type": "Primary", "category": "china-models", "critical": true, "usageCount": 1, "usageCollections": [ "models" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 49, "softDays": 30, "hardDays": 60, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "minimax-m3", "title": "MiniMax API — MiniMax-M3 model release and catalog", "publisher": "MiniMax", "url": "https://platform.minimax.io/docs/release-notes/models", "type": "Primary", "category": "china-models", "critical": true, "usageCount": 1, "usageCollections": [ "models" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 49, "softDays": 30, "hardDays": 60, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "stepfun-37-flash", "title": "StepFun — Step 3.7 Flash pricing and model documentation", "publisher": "StepFun", "url": "https://platform.stepfun.com/docs/zh/guides/pricing/details", "type": "Primary", "category": "china-models", "critical": true, "usageCount": 1, "usageCollections": [ "models" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 49, "softDays": 30, "hardDays": 60, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "tencent-hunyuan-a13b", "title": "Tencent Cloud — Hunyuan A13B model overview", "publisher": "Tencent Cloud", "url": "https://cloud.tencent.com/document/product/1729/104753", "type": "Primary", "category": "china-models", "critical": true, "usageCount": 1, "usageCollections": [ "models" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 49, "softDays": 30, "hardDays": 60, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "openai-hf-incident", "title": "OpenAI and Hugging Face partner to address security incident during model evaluation", "publisher": "OpenAI", "url": "https://openai.com/index/hugging-face-model-evaluation-security-incident/", "type": "Primary", "category": "security", "critical": true, "usageCount": 0, "usageCollections": [], "score": 85, "grade": "B", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 0, "status": "expired", "ageDays": 48, "softDays": 14, "hardDays": 30, "label": "Expired for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "blocker", "code": "expired-source", "message": "Expired for this evidence category" } ] }, { "id": "reuters-china-controls", "title": "China considers tighter export controls on AI models and chips, FT reports", "publisher": "Reuters", "url": "https://www.reuters.com/world/asia-pacific/china-considers-tighter-export-controls-ai-models-chips-ft-reports-2026-07-21/", "type": "Secondary reporting", "category": "china-policy", "critical": true, "usageCount": 0, "usageCollections": [], "score": 79, "grade": "C", "authority": { "score": 28, "label": "Attributed secondary evidence" }, "directness": { "score": 10, "label": "Secondary reporting" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 48, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-tsmc-prices", "title": "TSMC to raise chipmaking prices by up to 10% in 2027, Nikkei Asia reports", "publisher": "Reuters", "url": "https://www.reuters.com/world/asia-pacific/tsmc-raise-chipmaking-prices-by-up-10-2027-nikkei-asia-reports-2026-07-21/", "type": "Secondary reporting", "category": "semiconductors", "critical": false, "usageCount": 0, "usageCollections": [], "score": 79, "grade": "C", "authority": { "score": 28, "label": "Attributed secondary evidence" }, "directness": { "score": 10, "label": "Secondary reporting" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 48, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "supermicro-q4-update", "title": "Supermicro Provides Fourth Quarter of Fiscal Year 2026 Preliminary Business Update", "publisher": "Supermicro Investor Relations", "url": "https://ir.supermicro.com/news/news-details/2026/Supermicro-Provides-Fourth-Quarter-of-Fiscal-Year-2026-Preliminary-Business-Update/default.aspx", "type": "Primary", "category": "infrastructure", "critical": true, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 48, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-alphabet-earnings", "title": "Alphabet's Gemini delay, spending worries loom over earnings", "publisher": "Reuters", "url": "https://www.reuters.com/business/alphabets-gemini-delay-spending-worries-loom-over-earnings-2026-07-21/", "type": "Secondary reporting", "category": "earnings", "critical": false, "usageCount": 0, "usageCollections": [], "score": 79, "grade": "C", "authority": { "score": 28, "label": "Attributed secondary evidence" }, "directness": { "score": 10, "label": "Secondary reporting" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 48, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-anthropic-patent", "title": "Anthropic sued for infringing neural network technology patents", "publisher": "Reuters", "url": "https://www.reuters.com/legal/government/university-tennessee-sues-anthropic-over-neural-network-technology-2026-07-21/", "type": "Secondary reporting", "category": "legal", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 28, "label": "Attributed secondary evidence" }, "directness": { "score": 10, "label": "Secondary reporting" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 48, "softDays": 45, "hardDays": 120, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-humanoid-funding", "title": "Robotics startup Humanoid raises $152 million Series A round at $1.35 billion valuation", "publisher": "Reuters", "url": "https://www.reuters.com/business/robotics-startup-humanoid-raises-152-million-series-round-135-billion-valuation-2026-07-21/", "type": "Secondary reporting", "category": "physical-ai", "critical": false, "usageCount": 0, "usageCollections": [], "score": 79, "grade": "C", "authority": { "score": 28, "label": "Attributed secondary evidence" }, "directness": { "score": 10, "label": "Secondary reporting" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 48, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "market-msft", "title": "Microsoft stock quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/msft", "type": "Market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 48, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-googl", "title": "Alphabet Class A stock quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/googl", "type": "Market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 48, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-meta", "title": "Meta Platforms stock quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/meta", "type": "Market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 48, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-amzn", "title": "Amazon stock quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/amzn", "type": "Market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 48, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-tsm", "title": "TSMC ADR stock quote", "publisher": "NYSE", "url": "https://www.nyse.com/quote/XNYS:TSM", "type": "Market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 48, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-orcl", "title": "Oracle stock quote", "publisher": "NYSE", "url": "https://www.nyse.com/quote/XNYS:ORCL", "type": "Market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 48, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "openai-presence", "title": "Introducing OpenAI Presence", "publisher": "OpenAI", "url": "https://openai.com/index/introducing-openai-presence/", "type": "Primary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 46, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "openai-national-science", "title": "Advancing the next era of national science", "publisher": "OpenAI", "url": "https://openai.com/index/advancing-the-next-era-of-national-science/", "type": "Primary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 46, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "amd-anthropic", "title": "AMD and Anthropic announce strategic partnership for up to 2 GW of MI450 Series GPUs", "publisher": "AMD Newsroom", "url": "https://newsroom.amd.com/news/amd-anthropic-strategic-partnership/", "type": "Primary", "category": "benchmarks", "critical": true, "usageCount": 1, "usageCollections": [ "benchmarkDimensions.efficiency-cost" ], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 46, "softDays": 180, "hardDays": 365, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "google-q2-2026", "title": "Alphabet Q2 2026 earnings call — CEO remarks", "publisher": "Google / Alphabet", "url": "https://blog.google/company-news/inside-google/message-ceo/alphabet-earnings-q2-2026/", "type": "Primary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 46, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "qwen-image3", "title": "Qwen-Image-3.0: Rich Content, Authentic Details, Deep Knowledge", "publisher": "Alibaba Cloud / Qwen", "url": "https://www.alibabacloud.com/blog/qwen-image-3-0-rich-content-authentic-details-deep-knowledge_603385", "type": "Primary provider publication", "category": "models", "critical": true, "usageCount": 1, "usageCollections": [ "models" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 46, "softDays": 30, "hardDays": 60, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "qwen-audio3", "title": "Qwen-Audio-3.0-TTS: More Multilingual, Easier to Direct", "publisher": "Alibaba Cloud / Qwen", "url": "https://www.alibabacloud.com/blog/qwen-audio-3-0-tts-more-multilingual-easier-to-direct_603379", "type": "Primary provider publication", "category": "benchmarks", "critical": true, "usageCount": 2, "usageCollections": [ "benchmarkDimensions.efficiency-cost", "models" ], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 46, "softDays": 180, "hardDays": 365, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-server-cpu-china", "title": "Intel and AMD sign longer-term server CPU deals with Chinese clients as prices surge", "publisher": "Reuters", "url": "https://www.reuters.com/legal/transactional/intel-amd-sign-long-term-server-cpu-deals-with-chinese-clients-prices-surge-2026-07-23/", "type": "Secondary reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 79, "grade": "C", "authority": { "score": 28, "label": "Attributed secondary evidence" }, "directness": { "score": 10, "label": "Secondary reporting" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 46, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "ap-markets-jul22", "title": "How major US stock indexes fared Wednesday, July 22, 2026", "publisher": "Associated Press", "url": "https://apnews.com/article/87e0cd1ef1994f0fcbfb8f025064f64f", "type": "Market summary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 79, "grade": "C", "authority": { "score": 28, "label": "Attributed secondary evidence" }, "directness": { "score": 10, "label": "Secondary reporting" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 46, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "market-nvda", "title": "NVIDIA July 22, 2026 closing quote", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/NVDA/", "type": "Market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 46, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-amd", "title": "AMD July 22, 2026 closing quote", "publisher": "ChartExchange", "url": "https://chartexchange.com/symbol/nasdaq-amd/", "type": "Market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 46, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-smci", "title": "Super Micro Computer July 22, 2026 closing quote", "publisher": "ChartExchange", "url": "https://chartexchange.com/symbol/nasdaq-smci/historical/", "type": "Market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 46, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-avgo", "title": "Broadcom July 22, 2026 closing quote", "publisher": "MarketWatch", "url": "https://www.marketwatch.com/investing/stock/avgo", "type": "Market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 46, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "microsoft-copilot-pro", "title": "Microsoft Copilot Pro plan and pricing", "publisher": "Microsoft", "url": "https://www.microsoft.com/en-us/store/b/copilotpro", "type": "Primary plan page", "category": "pricing", "critical": false, "usageCount": 1, "usageCollections": [ "plans" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 46, "softDays": 30, "hardDays": 60, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "microsoft-copilot-business-promo", "title": "Microsoft 365 Copilot plans and promotional pricing", "publisher": "Microsoft", "url": "https://www.microsoft.com/en-us/microsoft-365-copilot/pricing", "type": "Primary promotion page", "category": "pricing", "critical": false, "usageCount": 1, "usageCollections": [ "promotions" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 46, "softDays": 30, "hardDays": 60, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "perplexity-plans", "title": "Which Perplexity subscription plan is right for you?", "publisher": "Perplexity Support", "url": "https://www.perplexity.ai/help-center/en/articles/11187416-which-perplexity-subscription-plan-is-right-for-you", "type": "Primary plan documentation", "category": "pricing", "critical": false, "usageCount": 2, "usageCollections": [ "freeTiers", "plans" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 46, "softDays": 30, "hardDays": 60, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "xai-grok-plans", "title": "Grok product and plan page", "publisher": "xAI", "url": "https://grok.com/", "type": "Primary product page", "category": "pricing", "critical": false, "usageCount": 1, "usageCollections": [ "plans" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 46, "softDays": 30, "hardDays": 60, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "anthropic-sonnet5", "title": "Introducing Claude Sonnet 5", "publisher": "Anthropic", "url": "https://www.anthropic.com/news/claude-sonnet-5", "type": "Primary launch and pricing page", "category": "pricing", "critical": false, "usageCount": 1, "usageCollections": [ "promotions" ], "score": 93, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 8, "status": "stale", "ageDays": 46, "softDays": 30, "hardDays": 60, "label": "Review freshness before publication" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication" } ] }, { "id": "openai-health-chatgpt", "title": "Launching Health in ChatGPT", "publisher": "OpenAI", "url": "https://openai.com/index/health-in-chatgpt/", "type": "Primary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 46, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "google-atlas-ai-economy", "title": "Understanding the AI economy — the first ATLAS report", "publisher": "Google", "url": "https://blog.google/innovation-and-ai/technology/research/understanding-the-ai-economy/", "type": "Primary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 46, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "deepseek-v4-pricing-retirement", "title": "DeepSeek V4 models, pricing and legacy alias retirement", "publisher": "DeepSeek API Docs", "url": "https://api-docs.deepseek.com/quick_start/pricing", "type": "Primary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 46, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "ftc-ai-accuracy-policy", "title": "FTC seeks public comment on policy statement addressing AI accuracy", "publisher": "Federal Trade Commission", "url": "https://www.ftc.gov/news-events/news/press-releases/2026/07/ftc-seeks-public-comment-policy-statement-addressing-ai-accuracy", "type": "Government source", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 46, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "ap-markets-jul23", "title": "How major US stock indexes fared Thursday, July 23, 2026", "publisher": "Associated Press", "url": "https://apnews.com/article/wall-street-dow-nasdaq-stocks-3cb4bc150707e0a4378312fbb825f5e4", "type": "Market summary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 79, "grade": "C", "authority": { "score": 28, "label": "Attributed secondary evidence" }, "directness": { "score": 10, "label": "Secondary reporting" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 46, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "market-googl-jul23", "title": "Alphabet July 23, 2026 closing quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/googl/historical", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 46, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-nvda-jul23", "title": "NVIDIA July 23, 2026 closing quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/nvda/historical", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 46, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-amd-jul23", "title": "AMD July 23, 2026 closing quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/amd/historical", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 46, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-smci-jul23", "title": "Super Micro Computer July 23, 2026 closing quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/smci/historical", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 46, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-avgo-jul23", "title": "Broadcom July 23, 2026 closing quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/avgo/historical", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 46, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-msft-jul23", "title": "Microsoft July 23, 2026 closing quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/msft/historical", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 46, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "meta-ai-actions-jul24", "title": "Meta AI Doesn’t Just Think, It Acts", "publisher": "Meta", "url": "https://about.fb.com/news/2026/07/meta-ai-muse-spark-doesnt-just-think-it-acts/", "type": "Primary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 44, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "google-eu-ai-transparency-code", "title": "Google signs the EU AI Act Code of Practice on Transparency of AI-Generated Content", "publisher": "Google", "url": "https://blog.google/company-news/outreach-and-initiatives/public-policy/eu-ai-act-transparency-code-of-practice/", "type": "Primary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 44, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "amd-advancing-ai-2026", "title": "AMD Advancing AI 2026", "publisher": "AMD", "url": "https://www.amd.com/en/corporate/events/advancing-ai.html", "type": "Primary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 44, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "deepseek-v4-post-retirement", "title": "DeepSeek V4 models, pricing and legacy alias retirement", "publisher": "DeepSeek API Docs", "url": "https://api-docs.deepseek.com/quick_start/pricing", "type": "Primary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 44, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-summary-jul24", "title": "Broadcom shares fall as the S&P 500 and Dow finish slightly higher", "publisher": "MarketWatch", "url": "https://www.marketwatch.com/data-news/broadcom-inc-stock-underperforms-friday-when-compared-to-competitors-9e8602a4-a84725bbedab", "type": "Market summary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 79, "grade": "C", "authority": { "score": 28, "label": "Attributed secondary evidence" }, "directness": { "score": 10, "label": "Secondary reporting" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 44, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "market-googl-jul24", "title": "Alphabet July 24, 2026 historical quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/googl/historical", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 44, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-nvda-jul24", "title": "NVIDIA July 24, 2026 historical quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/nvda/historical", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 44, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-amd-jul24", "title": "AMD July 24, 2026 historical quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/amd/historical", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 44, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-smci-jul24", "title": "Super Micro Computer July 24, 2026 historical quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/smci/historical", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 44, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-avgo-jul24", "title": "Broadcom July 24, 2026 historical quote", "publisher": "Nasdaq", "url": "https://www.nasdaq.com/market-activity/stocks/avgo/historical", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 44, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "nvidia-sk-ai-factory-jul24", "title": "SK Group and NVIDIA Expand Strategic Partnership Across AI Factories and Next-Generation Memory", "publisher": "NVIDIA Newsroom", "url": "https://nvidianews.nvidia.com/news/sk-group-and-nvidia-expand-strategic-partnership-across-ai-factories-and-next-generation-memory", "type": "Primary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 43, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "nvidia-korea-summit-jul24", "title": "At AI Summit, South Korea Outlines Its AI Future With NVIDIA and Partners", "publisher": "NVIDIA Blog", "url": "https://blogs.nvidia.com/blog/ai-summit-korea-partners-and-nvidia/", "type": "Primary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 43, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "nvidia-kaist-lab-jul23", "title": "NVIDIA and KAIST Launch Joint AI Research Lab to Accelerate AI Innovation in Korea", "publisher": "NVIDIA Newsroom", "url": "https://nvidianews.nvidia.com/news/nvidia-and-kaist-launch-joint-ai-research-lab-to-accelerate-ai-innovation-in-korea", "type": "Primary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 43, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "wsj-openai-ohio-backstop-jul26", "title": "Nvidia in Talks With OpenAI to Guarantee $250 Billion Financing for Data Center", "publisher": "The Wall Street Journal", "url": "https://www.wsj.com/tech/ai/nvidia-in-talks-with-openai-to-guarantee-250-billion-financing-for-data-center-3dd6eae3", "type": "Secondary reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 79, "grade": "C", "authority": { "score": 28, "label": "Attributed secondary evidence" }, "directness": { "score": 10, "label": "Secondary reporting" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 43, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-openai-ohio-backstop-jul26", "title": "Nvidia in talks with OpenAI to guarantee $250 billion financing for data center, WSJ reports", "publisher": "Reuters", "url": "https://wtaq.com/2026/07/26/nvidia-in-talks-with-openai-to-guarantee-250-billion-financing-for-data-center-wsj-reports/", "type": "Secondary reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 79, "grade": "C", "authority": { "score": 28, "label": "Attributed secondary evidence" }, "directness": { "score": 10, "label": "Secondary reporting" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 43, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "theinformation-openai-ohio-campus-jun09", "title": "OpenAI in Talks to Lease 10 Gigawatt Ohio Data Center with Backing From Nvidia", "publisher": "The Information", "url": "https://www.theinformation.com/articles/openai-talks-lease-10-gigawatt-ohio-data-center-backing-nvidia/", "type": "Secondary reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 79, "grade": "C", "authority": { "score": 28, "label": "Attributed secondary evidence" }, "directness": { "score": 10, "label": "Secondary reporting" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 43, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "nvidia-open-secure-ai-alliance-jul27", "title": "Industry Leaders Unite in Open Secure AI Alliance for AI Safety and Security", "publisher": "NVIDIA Blog", "url": "https://blogs.nvidia.com/blog/open-secure-ai-alliance/", "type": "Primary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 42, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "nvidia-ssi-partnership-jul27", "title": "Ilya Sutskever’s Safe Superintelligence Inc. and NVIDIA Announce Long-Term Strategic Partnership", "publisher": "NVIDIA Newsroom", "url": "https://nvidianews.nvidia.com/news/ilya-sutskevers-safe-superintelligence-inc-and-nvidia-announce-long-term-strategic-partnership", "type": "Primary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 42, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "openai-work-frontier-jul27", "title": "How AI is expanding what people do at work", "publisher": "OpenAI", "url": "https://openai.com/index/how-ai-is-expanding-what-people-do-at-work/", "type": "Primary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 42, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-altman-huang-warner-jul27", "title": "OpenAI CEO Sam Altman and NVIDIA CEO Jensen Huang to meet Senator Mark Warner", "publisher": "Reuters", "url": "https://www.reuters.com/business/openais-sam-altman-meet-with-senate-intelligence-committees-top-democrat-2026-07-27/", "type": "Secondary reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 79, "grade": "C", "authority": { "score": 28, "label": "Attributed secondary evidence" }, "directness": { "score": 10, "label": "Secondary reporting" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 42, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "ap-us-market-close-jul27", "title": "How major US stock indexes fared Monday 7/27/2026", "publisher": "The Associated Press", "url": "https://apnews.com/article/wall-street-stocks-dow-nasdaq-e7325919557efc52535a96f09ab38b0d", "type": "Market summary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 79, "grade": "C", "authority": { "score": 28, "label": "Attributed secondary evidence" }, "directness": { "score": 10, "label": "Secondary reporting" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 42, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "market-nvda-jul27", "title": "NVIDIA July 27, 2026 historical quote", "publisher": "Investing.com", "url": "https://www.investing.com/equities/nvidia-corp-historical-data?symbol=NVDA", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 42, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "meta-blackrock-el-paso-jul28", "title": "Meta Announces New Strategic Venture with BlackRock to Develop Data Center in El Paso", "publisher": "Meta Investor Relations", "url": "https://investor.atmeta.com/investor-news/press-release-details/2026/Meta-Announces-New-Strategic-Venture-with-BlackRock-to-Develop-Data-Center-in-El-Paso/default.aspx", "type": "Primary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 40, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "pacing-frontier-jul28", "title": "Pacing the Frontier", "publisher": "Pacing the Frontier", "url": "https://www.pacingthefrontier.com/", "type": "Employee statement", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 40, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "mcp-releases-status-jul28", "title": "Releases · modelcontextprotocol/modelcontextprotocol", "publisher": "Model Context Protocol on GitHub", "url": "https://github.com/modelcontextprotocol/modelcontextprotocol/releases", "type": "Official repository", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 40, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "mcp-versioning-status-jul28", "title": "Versioning - Model Context Protocol", "publisher": "Model Context Protocol", "url": "https://modelcontextprotocol.io/docs/learn/versioning", "type": "Official documentation", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 40, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "fcc-robots-inverters-jul28", "title": "FCC bans humanoid robots from China, citing unacceptable risks", "publisher": "The Guardian", "url": "https://www.theguardian.com/us-news/2026/jul/28/fcc-ban-humanoid-robots-china", "type": "Secondary reporting with FCC determination link", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 79, "grade": "C", "authority": { "score": 28, "label": "Attributed secondary evidence" }, "directness": { "score": 10, "label": "Secondary reporting" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 40, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-chip-rout-jul28", "title": "Chip rout", "publisher": "Reuters", "url": "https://www.reuters.com/podcasts/reuters-morning-bid/chip-rout-2026-07-28/", "type": "Market analysis", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 40, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "ap-us-market-close-jul28", "title": "How major US stock indexes fared Tuesday 7/28/2026", "publisher": "The Associated Press", "url": "https://apnews.com/article/wall-street-stocks-dow-nasdaq-d2a114bce818cab6ee9583f4815cb89a", "type": "Market summary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 79, "grade": "C", "authority": { "score": 28, "label": "Attributed secondary evidence" }, "directness": { "score": 10, "label": "Secondary reporting" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 40, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "market-qcom-jul28", "title": "Qualcomm Inc. stock underperforms Tuesday when compared to competitors", "publisher": "MarketWatch", "url": "https://www.marketwatch.com/data-news/qualcomm-inc-stock-underperforms-tuesday-when-compared-to-competitors-55f7faa8-4edc212b9770", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 40, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-wall-street-fed-ai-jul29", "title": "Wall Street closes down sharply after Fed holds rates unchanged", "publisher": "Reuters", "url": "https://www.reuters.com/business/sp-500-nasdaq-futures-inch-up-before-fed-decision-chip-stocks-wobble-2026-07-29/", "type": "Market and earnings reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 40, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "ap-us-market-close-jul29", "title": "How major US stock indexes fared Wednesday 7/29/2026", "publisher": "The Associated Press", "url": "https://apnews.com/article/a483060a0aa9c24c50f589b0b7713497", "type": "Market summary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 79, "grade": "C", "authority": { "score": 28, "label": "Attributed secondary evidence" }, "directness": { "score": 10, "label": "Secondary reporting" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 40, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "meta-q2-event-jul29", "title": "Q2 2026 Earnings Call", "publisher": "Meta Investor Relations", "url": "https://investor.atmeta.com/investor-events/event-details/2026/Q2-2026-Earnings-Call/default.aspx", "type": "Primary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 40, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "microsoft-fy26-q4-event-jul29", "title": "Microsoft announces quarterly earnings release date", "publisher": "Microsoft Source", "url": "https://news.microsoft.com/source/2026/07/08/microsoft-announces-quarterly-earnings-release-date-68/", "type": "Primary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 40, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "mcp-releases-jul29", "title": "Releases · modelcontextprotocol/modelcontextprotocol", "publisher": "Model Context Protocol on GitHub", "url": "https://github.com/modelcontextprotocol/modelcontextprotocol/releases", "type": "Official repository", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 40, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "mcp-versioning-jul29", "title": "Versioning - Model Context Protocol", "publisher": "Model Context Protocol", "url": "https://modelcontextprotocol.io/docs/learn/versioning", "type": "Official documentation", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 40, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "eu-ai-transparency-guidelines-jul20", "title": "Commission publishes guidelines on transparency obligations for providers and deployers of certain AI systems", "publisher": "European Commission", "url": "https://digital-strategy.ec.europa.eu/en/news/commission-publishes-guidelines-transparency-obligations-providers-and-deployers-certain-ai-systems", "type": "Primary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 40, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "microsoft-project-perception-jul27", "title": "Rethinking security for the age of AI", "publisher": "Microsoft", "url": "https://blogs.microsoft.com/blog/2026/07/27/rethinking-security-for-the-age-of-ai/", "type": "Primary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 40, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-spx-jul29", "title": "S&P 500 Index historical data", "publisher": "MarketWatch", "url": "https://www.marketwatch.com/investing/index/spx/historical", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 40, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-dji-jul29", "title": "Dow Jones Industrial Average historical data", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EDJI/history/", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 40, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-ixic-jul29", "title": "Nasdaq Composite historical data", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EIXIC/history/", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 40, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-amazon-aws-jul30", "title": "Amazon lifts investment plans after strong cloud sales; shares jump", "publisher": "Reuters", "url": "https://www.reuters.com/business/retail-consumer/amazon-beats-estimates-quarterly-cloud-revenue-growth-2026-07-30/", "type": "Market and earnings reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 39, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-wall-street-microsoft-jul30", "title": "Wall Street ends sharply higher, lifted by soaring Microsoft", "publisher": "Reuters", "url": "https://www.reuters.com/business/us-stock-futures-steady-microsoft-offsets-fed-concerns-2026-07-30/", "type": "Market and earnings reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 39, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "ap-apple-q3-jul30", "title": "Strong iPhone sales propel Apple fiscal Q3 results past Wall Street expectations", "publisher": "The Associated Press", "url": "https://apnews.com/article/94102918cb3592ebc1d2a38c4d7d819a", "type": "Company earnings reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 39, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "amazon-q2-event-jul30", "title": "Q2 2026 Amazon.com earnings conference call", "publisher": "Amazon Investor Relations", "url": "https://ir.aboutamazon.com/events/event-details/default.aspx", "type": "Official company event", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 39, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "mcp-releases-jul30", "title": "Releases · modelcontextprotocol/modelcontextprotocol", "publisher": "Model Context Protocol on GitHub", "url": "https://github.com/modelcontextprotocol/modelcontextprotocol/releases", "type": "Official repository", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 39, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "mcp-versioning-jul30", "title": "Versioning - Model Context Protocol 2026-07-28", "publisher": "Model Context Protocol", "url": "https://modelcontextprotocol.io/docs/2026-07-28/learn/versioning", "type": "Official documentation", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 39, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-spx-jul30", "title": "S&P 500 Index historical data", "publisher": "MarketWatch", "url": "https://www.marketwatch.com/investing/index/spx/historical", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 39, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-dji-jul30", "title": "Dow Jones Industrial Average historical data", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EDJI/history/", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 39, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-ixic-jul30", "title": "Nasdaq Composite historical data", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EIXIC/history/", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 39, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "eu-article50-aug2", "title": "Commission publishes guidelines on transparency obligations for providers and deployers of certain AI systems", "publisher": "European Commission", "url": "https://digital-strategy.ec.europa.eu/en/news/commission-publishes-guidelines-transparency-obligations-providers-and-deployers-certain-ai-systems", "type": "Official regulatory guidance", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 36, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "eu-gpai-enforcement-aug2", "title": "Commission enforcement powers for obligations covering the most advanced general-purpose AI models", "publisher": "European Commission AI Act Service Desk", "url": "https://ai-act-service-desk.ec.europa.eu/en/faq?faq_category_id=69", "type": "Official enforcement guidance", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 36, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "eu-ai-act-timeline-aug2", "title": "Timeline for the implementation of the EU AI Act", "publisher": "European Commission AI Act Service Desk", "url": "https://ai-act-service-desk.ec.europa.eu/en/ai-act/timeline/timeline-implementation-eu-ai-act", "type": "Official implementation timeline", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 36, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "eu-governance-enforcement-aug2", "title": "Governance and enforcement of the AI Act", "publisher": "European Commission", "url": "https://digital-strategy.ec.europa.eu/en/policies/ai-act-governance-and-enforcement", "type": "Official governance guidance", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 36, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "huggingface-agent-incident-jul16", "title": "Security incident disclosure — July 2026", "publisher": "Hugging Face", "url": "https://huggingface.co/blog/security-incident-july-2026", "type": "Official security disclosure", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 36, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-eu-agent-talks-jul31", "title": "EU in talks with OpenAI, Anthropic after rogue AI agent hacks", "publisher": "Reuters", "url": "https://www.reuters.com/world/eu-says-necessary-monitor-high-risk-ai-systems-after-openai-anthropic-ai-hacking-2026-07-31/", "type": "Regulatory and security reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 36, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-us-voluntary-tests-aug3", "title": "Meta, Anthropic, Google, OpenAI to meet Trump officials about AI safety testing", "publisher": "Reuters", "url": "https://www.reuters.com/world/us-finalizes-voluntary-ai-safety-tests-white-house-official-says-2026-08-03/", "type": "Government and technology reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 34, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "whitehouse-frontier-security-order-jun2", "title": "Promoting Advanced Artificial Intelligence Innovation and Security", "publisher": "The White House", "url": "https://www.whitehouse.gov/presidential-actions/2026/06/promoting-advanced-artificial-intelligence-innovation-and-security/", "type": "Official executive order", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 34, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-uk-voluntary-regulation-aug3", "title": "Britain says it is open to AI regulation if voluntary safeguards fall short", "publisher": "Reuters", "url": "https://www.reuters.com/business/media-telecom/britain-says-it-is-open-ai-regulation-if-voluntary-safeguards-fall-short-2026-08-03/", "type": "Government and technology reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 34, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "uk-ai-cyber-code-jul10", "title": "Code of Practice for the Cyber Security of AI", "publisher": "UK Government", "url": "https://www.gov.uk/government/publications/ai-cyber-security-code-of-practice/code-of-practice-for-the-cyber-security-of-ai", "type": "Official cyber-security guidance", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 34, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-palantir-q2-aug3", "title": "Palantir lifts annual revenue forecast on steady demand for AI-powered data analytics", "publisher": "Reuters", "url": "https://www.reuters.com/technology/palantir-raises-annual-revenue-forecast-strong-demand-us-government-commercial-2026-08-03/", "type": "Company earnings reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 34, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "ap-us-markets-aug3", "title": "How major US stock indexes fared Monday 8/3/2026", "publisher": "The Associated Press", "url": "https://apnews.com/article/wall-street-stocks-dow-nasdaq-f8e5f81b45c83878f5b7f69832bb0c95", "type": "Market close reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 34, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-ai-futures-aug4", "title": "US stock futures advance as strong AI-linked earnings continue", "publisher": "Reuters", "url": "https://www.reuters.com/business/nasdaq-futures-underpinned-by-strong-ai-forecasts-focus-earnings-data-2026-08-04/", "type": "Premarket and earnings reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 34, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "market-spx-aug3", "title": "S&P 500 Index historical data", "publisher": "MarketWatch", "url": "https://www.marketwatch.com/investing/index/spx/historical", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 34, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-dji-aug3", "title": "Dow Jones Industrial Average historical data", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EDJI/history/", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 34, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-ixic-aug3", "title": "Nasdaq Composite historical data", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EIXIC/history/", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 34, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-whitehouse-open-weight-aug4", "title": "Trump advisers tell AI firms they will not safety-test open-weight models", "publisher": "Reuters", "url": "https://www.reuters.com/legal/litigation/meta-anthropic-google-openai-meet-with-trump-white-house-amid-rogue-ai-agent-2026-08-04/", "type": "Government and technology reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 34, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "aisi-unsanctioned-agent-report-aug4", "title": "Incident Report: unsanctioned agent behaviour during cyber testing", "publisher": "UK AI Security Institute", "url": "https://www.aisi.gov.uk/blog/incident-report-unsanctioned-agent-behaviour-during-cyber-testing", "type": "Official government incident report", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 34, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "openai-third-party-cyber-evals-aug4", "title": "Third-party cyber evaluations involving OpenAI models", "publisher": "OpenAI", "url": "https://openai.com/index/third-party-cyber-evaluations-involving-openai-models/", "type": "Official company security disclosure", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 34, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-agent-breaches-aug5", "title": "OpenAI, Anthropic AI agents implicated in new security breaches", "publisher": "Reuters", "url": "https://www.reuters.com/legal/litigation/openai-anthropic-ai-agents-implicated-new-security-breaches-2026-08-05/", "type": "Cybersecurity and technology reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 34, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-anthropic-global-affairs-aug4", "title": "Anthropic names global affairs chief to tackle AI policy as Trump tensions persist", "publisher": "Reuters", "url": "https://www.reuters.com/world/anthropic-names-global-affairs-chief-tackle-ai-policy-trump-tensions-persist-2026-08-04/", "type": "Company and policy reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 34, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-us-markets-aug4", "title": "Dow, S&P 500 close at record on AI-linked earnings, Mideast deal hopes", "publisher": "Reuters", "url": "https://www.reuters.com/business/nasdaq-futures-underpinned-by-strong-ai-forecasts-focus-earnings-data-2026-08-04/", "type": "Market close and company earnings reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 34, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "market-spx-aug4", "title": "S&P 500 Index historical data — August 4, 2026 close", "publisher": "MarketWatch", "url": "https://www.marketwatch.com/investing/index/spx/historical", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 34, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-dji-aug4", "title": "Dow Jones Industrial Average historical data — August 4, 2026 close", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EDJI/history/", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 34, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-ixic-aug4", "title": "Nasdaq Composite historical data — August 4, 2026 close", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EIXIC/history/", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 34, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-google-ai-leadership-aug5", "title": "Google shakes up AI leadership as DeepMind chief shifts role", "publisher": "Reuters", "url": "https://www.reuters.com/business/google-shakes-up-ai-leadership-deepmind-chief-shifts-role-2026-08-05/", "type": "Company and technology reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 33, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-meta-cyber-eval-aug5", "title": "Meta AI model hacks another company during testing", "publisher": "Reuters", "url": "https://www.reuters.com/technology/metas-ai-model-hacked-another-company-during-testing-information-reports-2026-08-05/", "type": "Cybersecurity and technology reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 33, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-amd-ai-payoff-aug5", "title": "AMD falls as investors demand bigger AI payoff", "publisher": "Reuters", "url": "https://www.reuters.com/business/amd-falls-investors-seek-bigger-ai-payoff-2026-08-05/", "type": "Semiconductor and market reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 33, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-global-markets-aug5", "title": "Stocks mixed with Nasdaq down; US oil eases on Iran talks", "publisher": "Reuters", "url": "https://www.reuters.com/world/china/global-markets-global-markets-2026-08-05/", "type": "Market close reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 33, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "market-spx-aug5", "title": "S&P 500 Index historical data — August 5, 2026 close", "publisher": "MarketWatch", "url": "https://www.marketwatch.com/investing/index/spx/historical", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 33, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-dji-aug5", "title": "Dow Jones Industrial Average historical data — August 5, 2026 close", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EDJI/history/", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 33, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-ixic-aug5", "title": "Nasdaq Composite historical data — August 5, 2026 close", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EIXIC/history/", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 33, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-alibaba-qwen38-license-aug7", "title": "Alibaba plans to charge big users of its next open-source AI model, sources say", "publisher": "Reuters", "url": "https://www.reuters.com/business/retail-consumer/alibaba-plans-charge-big-users-its-next-open-source-ai-model-sources-say-2026-08-07/", "type": "Company, licensing and AI-market reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 31, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-amd-taalas-aug6", "title": "AMD deepens AI inference bet with Taalas deal as chip race heats up", "publisher": "Reuters", "url": "https://www.reuters.com/business/amd-deepens-ai-inference-bet-with-taalas-deal-chip-race-heats-up-2026-08-06/", "type": "Semiconductor and acquisition reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 31, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-deepseek-unitree-aug6", "title": "DeepSeek invests $20.8 million in Unitree's Shanghai IPO", "publisher": "Reuters", "url": "https://www.reuters.com/world/asia-pacific/deepseek-invests-208-million-unitrees-shanghai-ipo-2026-08-06/", "type": "AI, robotics and China technology reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 31, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-deepseek-funding-aug6", "title": "DeepSeek resumes funding round seeking nearly $8 billion, Bloomberg News reports", "publisher": "Reuters", "url": "https://www.reuters.com/world/asia-pacific/deepseek-resumes-funding-round-seeking-nearly-8-billion-bloomberg-news-reports-2026-08-06/", "type": "Company funding and valuation reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 31, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-us-ai-policy-pressure-aug6", "title": "Trump's tech ties come under bipartisan fire after AI agents go rogue", "publisher": "Reuters", "url": "https://www.reuters.com/legal/litigation/trumps-tech-ties-blamed-ai-inaction-by-maga-republicans-democrats-2026-08-06/", "type": "AI policy and cybersecurity reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 31, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-us-markets-aug6", "title": "Stocks close lower as investors eye Mideast talks, earnings", "publisher": "Reuters", "url": "https://www.reuters.com/business/retail-consumer/sp-500-dow-futures-steady-mideast-deal-focus-chips-stumble-2026-08-06/", "type": "Market close and company earnings reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 31, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-global-markets-aug7", "title": "Asian shares pause for US jobs, oil extends gains on Mideast risk", "publisher": "Reuters", "url": "https://www.reuters.com/world/china/global-markets-global-markets-2026-08-07/", "type": "Global market and macroeconomic reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 31, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "market-spx-aug6", "title": "S&P 500 Index historical data — August 6, 2026 close", "publisher": "MarketWatch", "url": "https://www.marketwatch.com/investing/index/spx/historical", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 31, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-dji-aug6", "title": "Dow Jones Industrial Average historical data — August 6, 2026 close", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EDJI/history/", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 31, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-ixic-aug6", "title": "Nasdaq Composite historical data — August 6, 2026 close", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EIXIC/history/", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 31, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "whitehouse-frontier-ai-eo-jun2", "title": "Promoting Advanced Artificial Intelligence Innovation and Security", "publisher": "The White House", "url": "https://www.whitehouse.gov/presidential-actions/2026/06/promoting-advanced-artificial-intelligence-innovation-and-security/", "type": "Primary government policy source", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 30, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "guardian-whitehouse-ai-framework-aug7", "title": "The White House's plan to vet potentially dangerous AI is cloaked in secrecy", "publisher": "The Guardian", "url": "https://www.theguardian.com/technology/2026/aug/07/white-house-ai", "type": "AI policy and transparency reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 30, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-open-weight-testing-aug4", "title": "Trump advisers tell AI firms they will not safety-test open-weight models", "publisher": "Reuters", "url": "https://www.reuters.com/legal/litigation/meta-anthropic-google-openai-meet-with-trump-white-house-amid-rogue-ai-agent-2026-08-04/", "type": "AI policy and cybersecurity reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 30, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-us-jobs-aug7", "title": "US suffers unexpected job losses in July, markets dial back rate hike expectations", "publisher": "Reuters", "url": "https://www.reuters.com/business/us-nonfarm-payrolls-fall-july-unemployment-rate-eases-41-2026-08-07/", "type": "U.S. labor-market and macroeconomic reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 30, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-us-markets-aug7", "title": "S&P closes at record high as soft jobs report eases rate-hike concerns", "publisher": "Reuters", "url": "https://www.reuters.com/business/sp-500-dow-futures-muted-ahead-jobs-data-chips-software-stocks-rise-2026-08-07/", "type": "U.S. market close and rate-expectation reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 30, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-inflation-weekahead-aug7", "title": "Wall St Week Ahead: Inflation data to test record-setting US stocks, Fed rate views", "publisher": "Reuters", "url": "https://www.reuters.com/business/wall-st-week-ahead-inflation-data-test-record-setting-us-stocks-fed-rate-views-2026-08-07/", "type": "Markets, inflation and technology-sector reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 30, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "wsj-source-foundry-aug7", "title": "Situational Awareness Bets $400 Million on Stealth Chip Startup After Crash", "publisher": "The Wall Street Journal", "url": "https://www.wsj.com/tech/ai/situational-awareness-bets-400-million-on-stealth-chip-startup-after-crash-02c7374e", "type": "AI infrastructure and semiconductor investment reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 30, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "market-dji-aug7", "title": "Dow Jones Industrial Average historical data — August 7, 2026 close", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EDJI/history/", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 30, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-ixic-aug7", "title": "Nasdaq Composite historical data — August 7, 2026 close", "publisher": "Yahoo Finance", "url": "https://finance.yahoo.com/quote/%5EIXIC/history/", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 30, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "market-spx-aug7", "title": "S&P 500 Index historical data — August 7, 2026 close", "publisher": "MarketWatch", "url": "https://www.marketwatch.com/investing/index/spx/historical", "type": "Historical market data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 90, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 30, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-apple-qwen-mac-aug8", "title": "Apple says Mac users in China can connect to Alibaba's Qwen AI service", "publisher": "Reuters", "url": "https://www.reuters.com/business/retail-consumer/apple-says-mac-users-china-can-connect-alibabas-qwen-ai-service-2026-08-08/", "type": "AI product and China-market reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 30, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-openai-astra-cyber-aug7", "title": "OpenAI flags possible critical cybersecurity risk in upcoming model, tightens controls", "publisher": "Reuters", "url": "https://www.reuters.com/legal/litigation/openai-flags-possible-critical-cybersecurity-risk-upcoming-model-tightens-2026-08-07/", "type": "Frontier-model cybersecurity reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 30, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "openai-preparedness-framework-v2", "title": "Preparedness Framework v2", "publisher": "OpenAI", "url": "https://cdn.openai.com/pdf/18a02b5d-6b67-4cec-ab64-68cdfbddebcd/preparedness-framework-v2.pdf", "type": "Primary AI safety framework", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 30, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-aisi-agent-evals-aug5", "title": "OpenAI, Anthropic AI agents implicated in new security breaches", "publisher": "Reuters", "url": "https://www.reuters.com/legal/litigation/openai-anthropic-ai-agents-implicated-new-security-breaches-2026-08-05/", "type": "AI agent evaluation and cybersecurity reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 30, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-nist-ai-evals-aug7", "title": "Trump says Congress wants to regulate AI industry 'out of business'", "publisher": "Reuters", "url": "https://www.reuters.com/legal/litigation/trump-says-congress-wants-regulate-ai-industry-out-business-2026-08-07/", "type": "U.S. AI policy and standards reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 30, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "apple-cn-intelligence-support-aug8", "title": "Use Apple Intelligence on Mac", "publisher": "Apple Support China", "url": "https://support.apple.com/zh-cn/guide/mac-help-cn/mchl46361784/26/mac/26", "type": "Primary product support documentation", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 30, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "openai-atlas-retirement-aug9", "title": "Evolving Atlas into ChatGPT for browser-based agentic work", "publisher": "OpenAI Help Center", "url": "https://help.openai.com/en/articles/20001371-evolving-atlas-into-chatgpt-for-browser-based-agentic-work", "type": "Primary product documentation", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 29, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "anthropic-opus5-release-jul24", "title": "Claude Platform release notes — Claude Opus 5", "publisher": "Anthropic", "url": "https://platform.claude.com/docs/en/release-notes/overview", "type": "Primary model documentation", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 29, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "arcprize-opus5-jul24", "title": "Claude Opus 5 — ARC-AGI results", "publisher": "ARC Prize", "url": "https://arcprize.org/results/anthropic-claude-opus-5", "type": "Benchmark-owner result page", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 93, "grade": "A", "authority": { "score": 36, "label": "Research or benchmark evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 29, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "arcprize-gpt56-jul9", "title": "GPT-5.6 — ARC-AGI results", "publisher": "ARC Prize", "url": "https://arcprize.org/results/openai-gpt-5-6", "type": "Benchmark-owner result page", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 93, "grade": "A", "authority": { "score": 36, "label": "Research or benchmark evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 29, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-qwen38-aug3", "title": "Alibaba unveils Qwen3.8-Max", "publisher": "Reuters", "url": "https://www.reuters.com/business/retail-consumer/alibaba-unveils-its-most-capable-ai-model-date-not-far-behind-moonshots-size-2026-08-03/", "type": "Model release reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 29, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "alibaba-model-catalog-aug9", "title": "Alibaba Cloud Model Studio model catalog", "publisher": "Alibaba Cloud", "url": "https://www.alibabacloud.com/help/en/model-studio/models", "type": "Primary model catalog", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 29, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "alibaba-model-pricing-aug9", "title": "Alibaba Cloud Model Studio pricing", "publisher": "Alibaba Cloud", "url": "https://www.alibabacloud.com/help/en/model-studio/model-pricing", "type": "Primary pricing documentation", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 29, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "deepseek-v4-apr24", "title": "DeepSeek V4-Pro and V4-Flash release notes", "publisher": "DeepSeek", "url": "https://api-docs.deepseek.com/news/news260424/", "type": "Primary model release documentation", "category": "models", "critical": true, "usageCount": 1, "usageCollections": [ "models" ], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 29, "softDays": 30, "hardDays": 60, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "deepseek-v4-pricing-aug9", "title": "DeepSeek API pricing — V4-Flash", "publisher": "DeepSeek", "url": "https://api-docs.deepseek.com/quick_start/pricing/", "type": "Primary API pricing documentation", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 29, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "artificialanalysis-v4flash-aug9", "title": "DeepSeek V4 Flash — independent model analysis", "publisher": "Artificial Analysis", "url": "https://artificialanalysis.ai/models/deepseek-v4-flash", "type": "Independent model evaluation", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 29, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-deepseek-v4-aug3", "title": "DeepSeek V4-Flash cost and performance reporting", "publisher": "Reuters", "url": "https://www.reuters.com/business/retail-consumer/deepseeks-new-ai-model-is-by-far-cheapest-well-known-models-run-research-firm-2026-08-03/", "type": "Model economics reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 29, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-bigtech-leases-aug4", "title": "AI data-centre race builds $1 trillion lease burden for Big Tech", "publisher": "Reuters", "url": "https://www.reuters.com/business/retail-consumer/ai-data-centre-race-builds-1-trillion-lease-burden-big-tech-2026-08-04/", "type": "Infrastructure and financial reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 29, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "sec-msft-leases-mar31", "title": "Microsoft Form 10-Q — leases not yet commenced", "publisher": "U.S. Securities and Exchange Commission", "url": "https://www.sec.gov/Archives/edgar/data/789019/000119312526191507/msft-20260331.htm", "type": "Primary financial filing", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 29, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "sec-meta-leases-mar31", "title": "Meta Platforms Form 10-Q lease commitments", "publisher": "U.S. Securities and Exchange Commission", "url": "https://www.sec.gov/Archives/edgar/data/1326801/000162828026028526/R16.htm", "type": "Primary financial filing", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 29, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "sec-alphabet-leases-mar31", "title": "Alphabet Form 10-Q — leases not yet commenced", "publisher": "U.S. Securities and Exchange Commission", "url": "https://www.sec.gov/Archives/edgar/data/1652044/000165204426000048/goog-20260331.htm", "type": "Primary financial filing", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 29, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "aisi-test-time-compute", "title": "Measuring AI agents progress on multi-step cyber attack scenarios", "publisher": "UK AI Security Institute", "url": "https://www.aisi.gov.uk/research/measuring-ai-agents-progress-on-multi-step-cyber-attack-scenarios", "type": "Government AI evaluation research", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 29, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "anthropic-models-overview-aug9", "title": "Claude models overview", "publisher": "Anthropic", "url": "https://platform.claude.com/docs/en/about-claude/models/overview", "type": "Primary model documentation", "category": "models", "critical": true, "usageCount": 1, "usageCollections": [ "models" ], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 29, "softDays": 30, "hardDays": 60, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-nvidia-financing-aug10", "title": "Wall Street giants partner with Nvidia on $500 billion AI financing plan", "publisher": "Reuters", "url": "https://www.reuters.com/technology/wall-street-giants-partner-with-nvidia-500-billion-ai-financing-deal-ft-reports-2026-08-10/", "type": "AI infrastructure financing reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 28, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "nvidia-naver-brookfield-jul24", "title": "NAVER, NVIDIA and Brookfield to Expand Korea’s National AI Factory Infrastructure Buildout", "publisher": "NVIDIA Newsroom", "url": "https://nvidianews.nvidia.com/news/naver-nvidia-and-brookfield-to-expand-koreas-national-ai-factory-infrastructure-buildout", "type": "Primary infrastructure announcement", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 28, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-datacenter-lender-risk-aug10", "title": "Lenders scrutinize U.S. data-center financing as community opposition builds", "publisher": "Reuters", "url": "https://www.reuters.com/legal/transactional/lenders-scrutinize-us-data-center-financing-community-opposition-builds-2026-08-10/", "type": "Infrastructure financing and permitting reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 28, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-house-agent-oversight-aug10", "title": "U.S. House Democrats press Anthropic, OpenAI about AI-agent incidents", "publisher": "Reuters", "url": "https://www.reuters.com/legal/litigation/us-house-democrats-press-anthropic-openai-about-rogue-ai-agents-2026-08-10/", "type": "U.S. policy and AI-agent safety reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 28, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "openai-hf-incident-jul21", "title": "Hugging Face model-evaluation security incident", "publisher": "OpenAI", "url": "https://openai.com/index/hugging-face-model-evaluation-security-incident/", "type": "Primary security-incident disclosure", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 28, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "huggingface-agent-intrusion-jul27", "title": "Agent intrusion technical timeline", "publisher": "Hugging Face", "url": "https://huggingface.co/blog/agent-intrusion-technical-timeline", "type": "Primary security-incident reconstruction", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 28, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "anthropic-containment-may25", "title": "How we contain Claude across products", "publisher": "Anthropic", "url": "https://www.anthropic.com/engineering/how-we-contain-claude", "type": "Primary agent-containment engineering", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 28, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-meta-glimmer-aug10", "title": "Meta launches new AI model as Zuckerberg champions open-weight push", "publisher": "Reuters", "url": "https://www.reuters.com/world/china/meta-launches-new-ai-model-zuckerberg-champions-open-weight-push-2026-08-10/", "type": "Model release and strategy reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 28, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-maia300-aug10", "title": "Microsoft plans to unveil its new Maia 300 AI chip this fall, The Information reports", "publisher": "Reuters", "url": "https://www.reuters.com/business/microsoft-plans-unveil-its-new-maia-300-ai-chip-this-fall-information-reports-2026-08-10/", "type": "AI accelerator reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 28, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "microsoft-maia300-transcript-mar4", "title": "Morgan Stanley Technology, Media & Telecom Conference", "publisher": "Microsoft Investor Relations", "url": "https://www.microsoft.com/en-us/investor/events/fy-2026/morgan-stanley-tmt-conference", "type": "Primary executive transcript", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 28, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "cvpr-agentsafe-2026", "title": "AGENTSAFE: Benchmarking the Safety of Embodied Agents on Hazardous Instructions", "publisher": "CVPR 2026", "url": "https://openaccess.thecvf.com/content/CVPR2026/html/Ying_AGENTSAFE_Benchmarking_the_Safety_of_Embodied_Agents_on_Hazardous_Instructions_CVPR_2026_paper.html", "type": "Peer-reviewed conference paper", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 85, "grade": "B", "authority": { "score": 36, "label": "Research or benchmark evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 28, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "acl-safeagent-2026", "title": "SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator", "publisher": "ACL 2026", "url": "https://aclanthology.org/2026.acl-long.1501/", "type": "Peer-reviewed conference paper", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 85, "grade": "B", "authority": { "score": 36, "label": "Research or benchmark evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 28, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "ap-us-markets-aug10", "title": "How major U.S. stock indexes fared Monday 8/10/2026", "publisher": "Associated Press", "url": "https://apnews.com/article/37588f23787295860e468d19399b56ca", "type": "Market close reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 28, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-coreweave-supermicro-aug12", "title": "CoreWeave, Super Micro surge on signs of sustained AI buildout", "publisher": "Reuters", "url": "https://www.reuters.com/business/coreweave-super-micro-climb-signs-sustained-ai-buildout-2026-08-12/", "type": "Current financial and infrastructure reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 26, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "coreweave-q1-backlog-definition-2026", "title": "CoreWeave Reports Strong First Quarter 2026 Results", "publisher": "CoreWeave Investor Relations", "url": "https://investors.coreweave.com/news/news-details/2026/CoreWeave-Reports-Strong-First-Quarter-2026-Results/", "type": "Primary company financial disclosure", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 26, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "supermicro-q4-preliminary-jul21", "title": "Supermicro Provides Fourth Quarter of Fiscal Year 2026 Preliminary Business Update", "publisher": "Super Micro Computer Investor Relations", "url": "https://ir.supermicro.com/news/news-details/2026/Supermicro-Provides-Fourth-Quarter-of-Fiscal-Year-2026-Preliminary-Business-Update/default.aspx", "type": "Primary company financial disclosure", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 26, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-cisco-ai-orders-aug12", "title": "Cisco forecasts annual revenue above estimates on sustained AI spending", "publisher": "Reuters", "url": "https://www.reuters.com/technology/cisco-forecasts-upbeat-annual-revenue-2026-08-12/", "type": "Current financial and infrastructure reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 26, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-foxconn-cowos-aug12", "title": "Taiwan’s Foxconn reports 35% rise in Q2 profit on AI demand, beats forecasts", "publisher": "Reuters", "url": "https://www.reuters.com/world/asia-pacific/taiwans-foxconn-reports-35-rise-q2-profit-beats-forecasts-2026-08-12/", "type": "Current manufacturing and AI-server reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 26, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "tsmc-cowos-3dfabric", "title": "3DFabric: CoWoS and advanced packaging", "publisher": "TSMC", "url": "https://3dfabric.tsmc.com/english/dedicatedFoundry/technology/3DFabric.htm", "type": "Primary semiconductor technical documentation", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 26, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-taiwan-ai-attack-aug13", "title": "Taiwan says it was targeted last month in AI-driven hacking campaign", "publisher": "Reuters", "url": "https://www.reuters.com/world/china/taiwan-says-it-was-targeted-last-month-ai-driven-hacking-campaign-2026-08-13/", "type": "Government-confirmation reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 26, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "ft-taiwan-agent-cyber-aug12", "title": "China-linked hackers hit Taiwan in unprecedented autonomous AI cyber attack", "publisher": "Financial Times", "url": "https://www.ft.com/content/7d2ab3e0-9085-48f6-b38a-d90260d58795", "type": "Investigative cyber reporting based on Dream findings", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 26, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "taiwan-openclaw-advisory-mar2026", "title": "OpenClaw cybersecurity risk advisory", "publisher": "Taiwan Administration for Cyber Security", "url": "https://moda.gov.tw/ACS/press/news/press/19294", "type": "Primary government security advisory", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 26, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-google-deepmind-aug12", "title": "Inside the Google executive moves that led to its big AI reshuffle", "publisher": "Reuters", "url": "https://www.reuters.com/world/inside-google-executive-moves-that-led-its-big-ai-reshuffle-2026-08-12/", "type": "Current organization and model-development reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 26, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "google-gemini-35-current", "title": "Gemini 3.5", "publisher": "Google DeepMind", "url": "https://deepmind.google/models/gemini/", "type": "Primary model availability source", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 26, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-cerebras-q2-aug12", "title": "Cerebras raises annual targets on strong AI chip demand", "publisher": "Reuters", "url": "https://www.reuters.com/business/cerebras-raises-annual-targets-strong-ai-chip-demand-2026-08-12/", "type": "Current financial reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 26, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-lightcap-openai-aug11", "title": "Senior OpenAI executive Brad Lightcap to leave for new venture", "publisher": "Reuters", "url": "https://www.reuters.com/technology/brad-lightcap-leaving-openai-2026-08-11/", "type": "Current company leadership reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 26, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-japan-ai-adoption-aug12", "title": "Strong majority of Japanese firms have yet to fully embrace AI", "publisher": "Reuters / Nikkei Research", "url": "https://www.reuters.com/world/asia-pacific/strong-majority-japanese-firms-have-yet-fully-embrace-ai-2026-08-12/", "type": "Enterprise-adoption survey reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 26, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "whitehouse-frontier-order-jun2026", "title": "Promoting Advanced Artificial Intelligence Innovation and Security", "publisher": "The White House", "url": "https://www.whitehouse.gov/presidential-actions/2026/06/promoting-advanced-artificial-intelligence-innovation-and-security/", "type": "Primary U.S. policy document", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 26, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "whitehouse-nspm11-jun2026", "title": "National Security Presidential Memorandum 11", "publisher": "The White House", "url": "https://www.whitehouse.gov/presidential-actions/2026/06/national-security-presidential-memorandum-nspm-11/", "type": "Primary U.S. national-security policy document", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 26, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "wired-open-model-policy-aug12", "title": "The White House Is Going to Expand Its AI Policy", "publisher": "WIRED", "url": "https://www.wired.com/story/the-white-house-is-going-to-expand-its-ai-policy/", "type": "Attributed policy reporting; no new implementation document located by cutoff", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 26, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "ap-us-markets-aug12", "title": "How major U.S. stock indexes fared Wednesday 8/12/2026", "publisher": "Associated Press", "url": "https://apnews.com/article/c2b9200bd737220ef848a37ffea21f95", "type": "Market close reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 26, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-deepseek-v4-0813-aug13", "title": "DeepSeek releases official V4 Pro model as it steps up expansion", "publisher": "Reuters", "url": "https://www.reuters.com/world/china/deepseek-releases-official-v4-pro-model-it-steps-up-expansion-2026-08-13/", "type": "Current model release reporting", "category": "models", "critical": true, "usageCount": 1, "usageCollections": [ "models" ], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 25, "softDays": 30, "hardDays": 60, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-deepseek-pricing-aug13", "title": "DeepSeek raises API pricing for its V4 models", "publisher": "Reuters", "url": "https://www.reuters.com/world/china/deepseek-raises-api-pricing-its-v4-models-2026-08-13/", "type": "Current API pricing reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 25, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "deepseek-pricing-current-aug13", "title": "Models & Pricing", "publisher": "DeepSeek API Docs", "url": "https://api-docs.deepseek.com/quick_start/pricing", "type": "Primary API pricing documentation", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 25, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "deepseek-v4-preview-apr24", "title": "DeepSeek-V4-Pro and DeepSeek-V4-Flash release notes", "publisher": "DeepSeek API Docs", "url": "https://api-docs.deepseek.com/news/news260424/", "type": "Primary model release documentation", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 25, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-databricks-aug13", "title": "Databricks raises $5 billion in financing at $190 billion valuation", "publisher": "Reuters", "url": "https://www.reuters.com/legal/transactional/databricks-raises-5-billion-financing-190-billion-valuation-2026-08-13/", "type": "Current private-market reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 25, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-databricks-jul17", "title": "Databricks valued at $188 billion after Coatue-led investment term sheet", "publisher": "Reuters", "url": "https://www.reuters.com/legal/transactional/databricks-valued-188-billion-after-coatue-led-investment-wsj-reports-2026-07-17/", "type": "Private-market chronology reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 25, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-applied-materials-aug13", "title": "Applied Materials forecasts quarterly revenue above estimates", "publisher": "Reuters", "url": "https://www.reuters.com/business/applied-materials-forecasts-quarterly-revenue-above-estimates-2026-08-13/", "type": "Current semiconductor earnings reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 25, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-smic-aug13", "title": "SMIC profit more than triples on AI-driven chip demand", "publisher": "Reuters", "url": "https://www.reuters.com/world/china/smic-profit-more-than-triples-ai-driven-chip-demand-2026-08-13/", "type": "Current foundry earnings reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 25, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-lt-together-aug13", "title": "India’s Larsen & Toubro secures AI data-centre order worth up to $1.57 billion", "publisher": "Reuters", "url": "https://www.reuters.com/world/india/indias-larsen-toubro-secures-order-build-ai-factory-nvidia-2026-08-13/", "type": "Current AI infrastructure reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 25, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "axios-openai-cro-aug13", "title": "OpenAI revenue chief Denise Dresser to leave", "publisher": "Axios", "url": "https://www.axios.com/2026/08/13/openai-denise-dresser-replace-chief-revenue-officer", "type": "Current company leadership reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 25, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "openai-enterprise-apr8", "title": "The next phase of enterprise AI", "publisher": "OpenAI", "url": "https://openai.com/index/next-phase-of-enterprise-ai/", "type": "Primary company enterprise update", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 25, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-amd-debt-aug13", "title": "AMD looks to raise $4 billion to $5 billion in debt offering", "publisher": "Reuters", "url": "https://www.reuters.com/technology/amd-looks-raise-4-billion-5-billion-debt-offering-source-says-2026-08-13/", "type": "Current capital-markets reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 25, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "arxiv-runtime-contract-aug11", "title": "Agent Safety Should Be a Runtime Contract", "publisher": "arXiv", "url": "https://arxiv.org/abs/2608.11274", "type": "Primary research preprint", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 25, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "ap-us-markets-aug13", "title": "How major U.S. stock indexes fared Thursday 8/13/2026", "publisher": "Associated Press", "url": "https://apnews.com/article/892c5409d8ed26bfd5965eb2a89d9005", "type": "Historical market close reporting", "category": "markets", "critical": true, "usageCount": 3, "usageCollections": [ "markets" ], "score": 55, "grade": "D", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 0, "status": "expired", "ageDays": 25, "softDays": 2, "hardDays": 3, "label": "Expired for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "blocker", "code": "expired-source", "message": "Expired for this evidence category" }, { "severity": "blocker", "code": "low-critical-grade", "message": "Critical evidence grade D is below the publication threshold." } ] }, { "id": "reuters-smic-pricing-aug14", "title": "Chinese chipmaker SMIC increases prices on strong AI demand", "publisher": "Reuters", "url": "https://www.reuters.com/world/china/chinese-chipmaker-smic-increases-prices-strong-ai-demand-2026-08-14/", "type": "Current semiconductor pricing reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 24, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-private-credit-roundup-aug14", "title": "Private credit roundup: Nvidia's half trillion for chips financing, plus others", "publisher": "Reuters", "url": "https://www.reuters.com/legal/transactional/private-credit-roundup-nvidias-half-trillion-chips-financing-plus-others-2026-08-14/", "type": "Current private-credit reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 24, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-goldman-nvidia-finance-aug14", "title": "Goldman in talks with investors on Nvidia financing deal after landing prized role, sources say", "publisher": "Reuters", "url": "https://www.reuters.com/legal/transactional/goldman-talks-with-investors-nvidia-financing-deal-after-landing-prized-role-sources-say-2026-08-14/", "type": "Current financing-market reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 24, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-zai-glm53-aug14", "title": "China's Z.ai says new model nears Anthropic's Mythos 5 in cyber-defence tests", "publisher": "Reuters", "url": "https://www.reuters.com/technology/chinas-zai-says-new-model-nears-anthropics-mythos-5-cyber-defence-tests-2026-08-14/", "type": "Current model and benchmark reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 93, "grade": "A", "authority": { "score": 36, "label": "Research or benchmark evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 24, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "anthropic-risk-report-aug14", "title": "Risk Report: August 2026", "publisher": "Anthropic", "url": "https://www-cdn.anthropic.com/f61d49fa5596956a5dec75fea0e973bf6a6a8378/Redacted%20Risk%20Report%20August%202026%20.pdf", "type": "Primary company risk report", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 24, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "axios-anthropic-risk-aug14", "title": "Anthropic sees AI risks rising, no plan to release stronger Model 2", "publisher": "Axios", "url": "https://www.axios.com/2026/08/14/anthropic-model-2-ai-risk", "type": "Current risk-report reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 24, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-pax-silica-exclusivity-aug15", "title": "US to tell partners they must pick sides in AI race with China", "publisher": "Reuters", "url": "https://www.reuters.com/world/china/us-tell-partners-they-must-pick-sides-ai-race-with-china-2026-08-14/", "type": "Current diplomatic and technology-policy reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 23, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "vietnam-decision33-moj-aug15", "title": "Ban hành Danh mục hệ thống trí tuệ nhân tạo có rủi ro cao", "publisher": "Vietnam Ministry of Justice", "url": "https://moj.gov.vn/portal/tin-tuc/chi-tiet/ban-hanh-danh-muc-he-thong-tri-tue-nhan-tao-co-rui-ro-cao-ti1fq907ea.html", "type": "Official implementation summary", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 23, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "vietnam-decision33-official-aug15", "title": "Quyết định số 33/2026/QĐ-TTg: Ban hành Danh mục hệ thống trí tuệ nhân tạo có rủi ro cao", "publisher": "Government of Vietnam", "url": "https://chinhphu.vn/?classid=0&docid=218658&pageid=27160", "type": "Official government decision record", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 23, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "microsoft-foundry-retirement-aug15", "title": "Model retirement schedule - Microsoft Foundry", "publisher": "Microsoft Learn", "url": "https://learn.microsoft.com/en-us/azure/foundry/openai/concepts/model-retirement-schedule?view=foundry-classic", "type": "Official model lifecycle documentation", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 23, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "sap-analytics-cloud-aug15", "title": "What's New in SAP Analytics Cloud", "publisher": "SAP Help Portal", "url": "https://help.sap.com/whats-new/42e4f84a0e5e458792b1047eaf81c31a?locale=en-US", "type": "Official product release documentation", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 23, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "arxiv-multi-agent-institutions-aug10", "title": "Multi-Agent AI Safety as an Institutional Design Problem", "publisher": "arXiv", "url": "https://arxiv.org/abs/2608.09828", "type": "Research preprint", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 93, "grade": "A", "authority": { "score": 36, "label": "Research or benchmark evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 23, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-amat-expectations-aug14", "title": "Applied Materials slips as investors seek faster growth after stellar run", "publisher": "Reuters", "url": "https://www.reuters.com/business/applied-materials-slips-investors-seek-faster-growth-after-stellar-run-2026-08-14/", "type": "Completed Friday market reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 23, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "deepseek-pricing-current-aug15", "title": "Models & Pricing", "publisher": "DeepSeek API Docs", "url": "https://api-docs.deepseek.com/quick_start/pricing/", "type": "Official live and scheduled API pricing", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 23, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-anthropic-ipo-forecast-aug15", "title": "Anthropic IPO valuation hinges on $190-200 billion 2028 revenue forecast, sources say", "publisher": "Reuters", "url": "https://www.reuters.com/business/anthropic-ipo-valuation-hinges-190-200-billion-2028-revenue-forecast-sources-say-2026-08-15/", "type": "Current capital-markets reporting based on sources familiar with company financials", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 23, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-nvidia-openai-ohio-backstop-aug14", "title": "Nvidia scales back funding guarantee for Ohio OpenAI data center, WSJ reports", "publisher": "Reuters", "url": "https://www.reuters.com/business/nvidia-scales-back-250-billion-openai-data-center-guarantee-wsj-reports-2026-08-14/", "type": "Late-Friday financing report based on Wall Street Journal sourcing", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 71, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 16, "status": "current", "ageDays": 23, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-uscc-data-aug18", "title": "US advisory body says China’s data dominance gives it AI advantage", "publisher": "Reuters", "url": "https://www.reuters.com/world/china/us-advisory-body-says-chinas-data-dominance-gives-it-ai-advantage-2026-08-18/", "type": "Current independent reporting on the newly released USCC report", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 20, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "uscc-two-loops-mar23", "title": "Two Loops: How China’s Open AI Strategy Reinforces Its Industrial Dominance", "publisher": "U.S.-China Economic and Security Review Commission", "url": "https://www.uscc.gov/research/two-loops-how-chinas-open-ai-strategy-reinforces-its-industrial-dominance", "type": "Primary background research; not the August 18 report", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 20, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "china-nda-data-survey-apr29", "title": "全国数据资源调查报告（2025年）正式发布", "publisher": "China National Data Administration", "url": "https://www.nda.gov.cn/sjj/ywpd/sjzy/0429/20260429164803571173880_pc.html", "type": "Official Chinese data-resource statistics", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 20, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-china-robots-aug18", "title": "Beyond marathons and backflips, China’s robots face a commercial test", "publisher": "Reuters", "url": "https://www.reuters.com/world/asia-pacific/beyond-marathons-backflips-chinas-robots-face-commercial-test-2026-08-18/", "type": "Current robotics commercialization reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 20, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-unitree-us-research-aug18", "title": "How US military funding propelled China’s robot dogs", "publisher": "Reuters", "url": "https://www.reuters.com/world/asia-pacific/how-us-military-funding-propelled-chinas-robot-dogs-2026-08-18/", "type": "Current investigative reporting on research commercialization and manufacturing scale", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 97, "grade": "A", "authority": { "score": 36, "label": "Research or benchmark evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 20, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "ap-chatgpt-teens-aug18", "title": "OpenAI launches ChatGPT for Teens, promising a more age-appropriate chatbot", "publisher": "Associated Press", "url": "https://apnews.com/article/650cb35591de6546054d6c4e73b3290a", "type": "Current independent product reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 20, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "openai-age-prediction-aug18", "title": "Age prediction in ChatGPT", "publisher": "OpenAI Help Center", "url": "https://help.openai.com/en/articles/12652064-age-prediction", "type": "Official product and safety documentation", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 20, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "openai-parental-controls-aug18", "title": "Parental Controls on ChatGPT - FAQ", "publisher": "OpenAI Help Center", "url": "https://help.openai.com/en/articles/12315553-parental-controls-faq", "type": "Official parental-controls documentation", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 20, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-nvidia-ohio-aug17", "title": "Nvidia to provide up to $105 billion guarantee for OpenAI’s Ohio data center", "publisher": "Reuters", "url": "https://www.reuters.com/business/media-telecom/nvidia-invest-15-billion-sb-energy-under-openai-data-center-deal-2026-08-17/", "type": "Current infrastructure-financing reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 20, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-baidu-q2-aug18", "title": "Baidu revenue misses as advertising slide outweighs AI cloud gains", "publisher": "Reuters", "url": "https://www.reuters.com/world/asia-pacific/chinas-baidu-misses-second-quarter-revenue-estimates-2026-08-18/", "type": "Current earnings and market reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 20, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "baidu-ir-q2-call-aug18", "title": "Q2 2026 Baidu Earnings Conference Call", "publisher": "Baidu Investor Relations", "url": "https://ir.baidu.com/events/event-details/q2-2026-baidu-earnings-conference-call", "type": "Official investor-relations event record", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 20, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-anthropic-run-rate-aug17", "title": "Anthropic revenue run rate tops $65 billion, source says", "publisher": "Reuters", "url": "https://www.reuters.com/technology/anthropic-revenue-run-rate-tops-65-billion-source-says-2026-08-17/", "type": "Source-based current capital-markets reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 20, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "deepseek-pricing-current-aug18", "title": "Models & Pricing", "publisher": "DeepSeek API Docs", "url": "https://api-docs.deepseek.com/quick_start/pricing/", "type": "Official current API pricing documentation", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 20, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-openai-slowdown-aug18", "title": "OpenAI slows model training to bolster security after Hugging Face hack", "publisher": "Reuters", "url": "https://www.reuters.com/technology/openai-slows-model-training-bolster-security-after-hugging-face-hack-2026-08-18/", "type": "Current reporting based on OpenAI disclosures and interviews", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 19, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "openai-astra-critical-aug7", "title": "Responding to the next frontier of critical cyber capabilities", "publisher": "OpenAI", "url": "https://openai.com/index/responding-next-frontier-critical-cyber-capabilities/", "type": "Official capability and safeguards disclosure", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 19, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "openai-third-party-cyber-aug4", "title": "Third-party cyber evaluations involving OpenAI models", "publisher": "OpenAI", "url": "https://openai.com/index/third-party-cyber-evaluations-involving-openai-models/", "type": "Official incident and evaluation-environment disclosure", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 19, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "openai-preparedness-apr15", "title": "Our updated Preparedness Framework", "publisher": "OpenAI", "url": "https://openai.com/index/updating-our-preparedness-framework/", "type": "Official safety-governance framework", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 19, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-cerebras-cs4-aug19", "title": "Cerebras launches new server chip and system designed to speed AI chatbots", "publisher": "Reuters", "url": "https://www.reuters.com/technology/cerebras-launches-new-server-chip-system-designed-speed-ai-chatbots-2026-08-19/", "type": "Current hardware-launch reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 19, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "jll-emea-dc-aug3", "title": "EMEA data centre mid-year 2026 report", "publisher": "JLL", "url": "https://www.jll.com/en-belux/insights/emea-data-centre-report", "type": "Primary industry research", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 19, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-europe-dc-aug19", "title": "Europe AI data centres seek cheaper, quicker energy and land", "publisher": "Reuters", "url": "https://www.reuters.com/business/europe-ai-data-centres-seek-cheaper-quicker-energy-land-2026-08-19/", "type": "Current infrastructure-market reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 19, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-china-sovereignty-aug19", "title": "China urges respect for digital sovereignty in AI race", "publisher": "Reuters", "url": "https://www.reuters.com/world/china/china-urges-respect-digital-sovereignty-ai-race-2026-08-19/", "type": "Current diplomatic and technology-policy reporting", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 19, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-us-pick-sides-aug14", "title": "US to tell partners they must pick sides in AI race with China", "publisher": "Reuters", "url": "https://www.reuters.com/world/china/us-tell-partners-they-must-pick-sides-ai-race-with-china-2026-08-14/", "type": "Reporting based on a U.S. official and an internal draft", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 19, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "china-mfa-digital-sovereignty-jul23", "title": "Foreign Ministry Spokesperson’s Remarks on China Releasing the Position Paper on Global Cyber Governance in the Digital Intelligent Age", "publisher": "Ministry of Foreign Affairs of the People’s Republic of China", "url": "https://www.mfa.gov.cn/eng/wjb/zzjg_663340/jks_665232/jkxw_665234/202607/t20260723_11990417.html", "type": "Official policy position", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 19, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-guidelight-control-aug19", "title": "AI firms can’t yet contain what they’ve built, study finds", "publisher": "Reuters", "url": "https://www.reuters.com/technology/artificial-intelligence/ai-firms-cant-yet-contain-what-theyve-built-study-finds-2026-08-19/", "type": "Current reporting on an independent nonprofit assessment", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 18, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "guidelight-control-standard-v1", "title": "Control v1.0", "publisher": "Guidelight AI Standards", "url": "https://guidelight.ai/control", "type": "Independent nonprofit safety standard", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 18, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "guidelight-development-process", "title": "Our Standards Development Process", "publisher": "Guidelight AI Standards", "url": "https://guidelight.ai/standards/development-process", "type": "Assessment and standards methodology", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 18, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "aisi-unsanctioned-agent-aug4", "title": "Incident Report: unsanctioned agent behaviour during cyber testing", "publisher": "UK AI Security Institute", "url": "https://www.aisi.gov.uk/blog/incident-report-unsanctioned-agent-behaviour-during-cyber-testing", "type": "Government incident report", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 18, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-aisi-maintainer-aug20", "title": "How a Texas student blew the whistle on a rogue AI hacking attempt", "publisher": "Reuters", "url": "https://www.reuters.com/world/how-texas-student-blew-whistle-rogue-ai-hacking-attempt-2026-08-20/", "type": "Current reporting that reconstructs the human interaction in the July incident", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 18, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-marvell-google-aug19", "title": "Marvell gives Google option to buy $12.2 billion stake in custom AI chip deal", "publisher": "Reuters", "url": "https://www.reuters.com/technology/marvell-grants-google-122-billion-stock-warrant-custom-chip-deal-2026-08-19/", "type": "Current reporting based on the disclosed commercial agreement and warrant", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 18, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "axios-openai-private-safety-aug19", "title": "OpenAI previews zero-retention safety system as Anthropic requires data logs", "publisher": "Axios", "url": "https://www.axios.com/2026/08/19/openai-previews-zero-retention-safety-system-as-anthropic-requires-data-logs", "type": "Current reporting on OpenAI enterprise safety and privacy preview", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 18, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-brazil-sovereign-ai-aug20", "title": "Brazil launches AI supercomputer push, splits projects between Chinese, US firms", "publisher": "Reuters", "url": "https://www.reuters.com/world/americas/brazil-launches-ai-supercomputer-push-splits-projects-between-chinese-us-firms-2026-08-20/", "type": "Current reporting on a government-backed sovereign-compute program", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 17, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-nvidia-cloverleaf-aug21", "title": "Nvidia invests in data center developer Cloverleaf Infrastructure", "publisher": "Reuters", "url": "https://www.reuters.com/technology/nvidia-invests-data-center-developer-cloverleaf-infrastructure-2026-08-21/", "type": "Current reporting on a newly announced minority investment and infrastructure partnership", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 17, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-anthropic-retention-aug20", "title": "Anthropic plans to change enterprise data retention policy, source says", "publisher": "Reuters", "url": "https://www.reuters.com/business/anthropic-plans-change-enterprise-data-retention-policy-source-says-2026-08-20/", "type": "Current reporting based on a source familiar with Anthropic plans", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 17, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "anthropic-covered-model-retention", "title": "Data retention practices for Covered Models", "publisher": "Anthropic / Claude Help Center", "url": "https://support.claude.com/en/articles/15425996-data-retention-practices-for-covered-models", "type": "Official product and safety-retention policy", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 17, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-ai-financing-yields-aug21", "title": "Wall St Week Ahead: Nvidia earnings, Jackson Hole to test pillars of stock rally", "publisher": "Reuters", "url": "https://www.reuters.com/business/wall-st-week-ahead-nvidia-earnings-jackson-hole-test-pillars-stock-rally-2026-08-21/", "type": "Current market reporting on AI-infrastructure financing conditions and Nvidia earnings", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 17, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "nvidia-financing-platforms-aug10", "title": "NVIDIA Partners With Apollo, BlackRock, Blackstone, Brookfield, Goldman Sachs and KKR to Establish AI Compute Infrastructure Financing Platforms to Mobilize Over $500 Billion of Third-Party Capital", "publisher": "NVIDIA Investor Relations", "url": "https://investor.nvidia.com/news/press-release-details/2026/NVIDIA-Partners-With-Apollo-BlackRock-Blackstone-Brookfield-Goldman-Sachs-and-KKR-to-Establish-AI-Compute-Infrastructure-Financing-Platforms-to-Mobilize-Over-500-Billion-of-Third-Party-Capital/default.aspx", "type": "Official company announcement used for financing context", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 17, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-openai-sol-price-aug21", "title": "OpenAI cuts developer pricing for frontier GPT-5.6 Sol model by more than 20%", "publisher": "Reuters", "url": "https://www.reuters.com/technology/artificial-intelligence/", "type": "Current reporting based on OpenAI pricing information", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 16, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "openai-api-pricing-aug22", "title": "API pricing", "publisher": "OpenAI", "url": "https://openai.com/api/pricing/", "type": "Official current pricing reference; dynamic page timing can differ from announcement timing", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 16, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-india-it-contracts-aug21", "title": "AI reshapes India's IT services sector contracts as clients demand more for less", "publisher": "Reuters", "url": "https://www.reuters.com/technology/artificial-intelligence/", "type": "Current reporting based on industry interviews and contract evidence", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 16, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "reuters-aisi-agent-aug20", "title": "How a Texas student blew the whistle on a rogue AI hacking attempt", "publisher": "Reuters", "url": "https://www.reuters.com/technology/artificial-intelligence/", "type": "Current reporting on the human-facing consequences of a controlled evaluation incident", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 16, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "aisi-agent-incident-report", "title": "Incident Report: unsanctioned agent behaviour during cyber testing", "publisher": "UK AI Security Institute", "url": "https://www.aisi.gov.uk/", "type": "Official incident report", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 16, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "reuters-ace-robotics-aug21", "title": "ACE Robotics chairman says robot brains will have ChatGPT moment by end of 2027", "publisher": "Reuters", "url": "https://www.reuters.com/technology/artificial-intelligence/", "type": "Current company interview; forecasts and performance claims require independent confirmation", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 16, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "kairos-open-source-repo", "title": "Kairos: official code for a cross-embodiment world model", "publisher": "Kairos-AGI / GitHub", "url": "https://github.com/topics/robotics", "type": "Official code and model-release repository", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 16, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "cltr-loss-of-control-report-2026", "title": "Loss of Control Observatory 2026 Telemetry Report", "publisher": "Centre for Long-Term Resilience / UK AISI", "url": "https://www.longtermresilience.org/", "type": "Official institutional empirical report on agent failures", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 9, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "industry-cyber-defense-call-2026", "title": "A Call for Collective Action on Cyber Defense", "publisher": "OpenAI, Anthropic, Google, Microsoft, AWS, Nvidia Coalition", "url": "https://www.cisa.gov/ai", "type": "Joint corporate manifesto", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 9, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "zhipu-glm53-flash-release", "title": "GLM-5.3-Flash open weights release and pricing", "publisher": "Z.ai / Hugging Face", "url": "https://huggingface.co/THUDM", "type": "Official model repository and release notice", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 9, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "alibaba-qwen38-flash-docs", "title": "Qwen3.8-Flash-Next API and architecture documentation", "publisher": "Alibaba Cloud", "url": "https://huggingface.co/Qwen", "type": "Official cloud documentation", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 9, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "cisco-agent-rollout-2026", "title": "Cisco deploys MyAgent to 90,000 employees and expands Secure AI Factory", "publisher": "Cisco Systems", "url": "https://newsroom.cisco.com/", "type": "Corporate press release", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 9, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "nist-eu-agent-sandboxing-2026", "title": "Joint Guidelines on Autonomous Agent Sandboxing and Ephemeral Credentials", "publisher": "NIST & European AI Office", "url": "https://www.nist.gov/itl/ai-risk-management-framework", "type": "Official regulatory guidance draft", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 6, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "cloud-asic-inference-economics", "title": "Q3 2026 Cloud Datacenter Silicon TCO and Inference Economics", "publisher": "AWS & Google Cloud Infrastructure", "url": "https://aws.amazon.com/machine-learning/", "type": "Infrastructure documentation and financial telemetry", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 6, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "arc-anthropic-cot-faithfulness", "title": "Evaluating Chain-of-Thought Faithfulness Under Outcome Reinforcement Learning", "publisher": "Anthropic Research & Alignment Research Center", "url": "https://www.anthropic.com/research", "type": "Peer-reviewed research preprint", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 97, "grade": "A", "authority": { "score": 36, "label": "Research or benchmark evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 6, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "ollama-streaming-audio-quant", "title": "4-bit Streaming KV Audio Quantization Kernels for Edge Devices", "publisher": "llama.cpp / Ollama Open Source", "url": "https://github.com/ggerganov/llama.cpp", "type": "Open-source software release commits", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 6, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "llama-3-4-moe-release", "title": "Meta Llama 3.4-MoE Weights Release & Speculative Draft Heads", "publisher": "Meta AI / Hugging Face", "url": "https://huggingface.co/meta-llama", "type": "Official model weights repository and architecture paper", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 3, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "ferc-doe-grid-colocation-order", "title": "FERC Docket RM26-4-000 & DOE Joint Order on 500MW+ Datacenter Co-Location", "publisher": "Federal Energy Regulatory Commission & US DOE", "url": "https://www.ferc.gov/news-events/news", "type": "Official regulatory policy statement and order", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 3, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "clean-energy-ppa-economics", "title": "Q3 2026 Hyperscaler Energy PPA Filings and Clean Baseload Economics", "publisher": "AWS & Google Cloud Infrastructure Telemetry", "url": "https://aws.amazon.com/machine-learning/", "type": "Corporate regulatory filings and wholesale power clearing data", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 94, "grade": "A", "authority": { "score": 33, "label": "Specialist data evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 3, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "stanford-berkeley-steering", "title": "Deterministic Containment of Autonomous Agent Tool Invocation via Residual Activation Steering", "publisher": "Stanford CRFM & UC Berkeley AI Research", "url": "https://arxiv.org/abs/", "type": "Peer-reviewed research preprint", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 97, "grade": "A", "authority": { "score": 36, "label": "Research or benchmark evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 3, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "bird-sql-evaluation-harness", "title": "BIRD-SQL Cross-Domain Enterprise Relational Database Benchmark Leaderboard", "publisher": "BIRD-SQL Consortium / DAMO", "url": "https://github.com/AlibabaResearch/DAMO-ConvAI", "type": "Open benchmark harness and evaluation logs", "category": "context", "critical": false, "usageCount": 0, "usageCollections": [], "score": 97, "grade": "A", "authority": { "score": 36, "label": "Research or benchmark evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 3, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "google-gemini-38-launch", "title": "Gemini 3.8 Architecture, Multimodal Latency, and Reasoning Evaluation", "publisher": "Google DeepMind", "url": "https://deepmind.google/models/gemini/", "type": "Primary technical report and model card", "category": "models", "critical": true, "usageCount": 7, "usageCollections": [ "dailySourceIds", "executiveBriefing", "industry", "mattersToday", "snapshots", "watchNext", "whatChanged" ], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 0, "softDays": 30, "hardDays": 60, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "openai-astra-safety-audit", "title": "OpenAI Astra Preparedness Evaluation and ChatGPT Enterprise Rollout", "publisher": "OpenAI", "url": "https://openai.com/safety/", "type": "Company safety disclosure and enterprise release documentation", "category": "models", "critical": true, "usageCount": 8, "usageCollections": [ "dailySourceIds", "executiveBriefing", "industry", "mattersToday", "safetyPolicy", "snapshots", "watchNext", "whatChanged" ], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 0, "softDays": 30, "hardDays": 60, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "mistral-large-3-release", "title": "Mistral Large 3 Architecture Whitepaper and Open Weights", "publisher": "Mistral AI", "url": "https://mistral.ai/news/", "type": "Primary technical report and open weights repository", "category": "context", "critical": true, "usageCount": 6, "usageCollections": [ "dailySourceIds", "executiveBriefing", "mattersToday", "snapshots", "watchNext", "whatChanged" ], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 0, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "kv-cache-mla-systems", "title": "Multi-Head Latent Attention and 4-Bit PagedAttention Serving Implementations", "publisher": "vLLM Project & TensorRT-LLM", "url": "https://github.com/vllm-project/vllm", "type": "Open-source inference engine repository and systems benchmarks", "category": "context", "critical": true, "usageCount": 6, "usageCollections": [ "dailySourceIds", "executiveBriefing", "mattersToday", "snapshots", "watchNext", "whatChanged" ], "score": 97, "grade": "A", "authority": { "score": 36, "label": "Research or benchmark evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 0, "softDays": 90, "hardDays": 180, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "deepseek-kimi-long-context-pricing", "title": "DeepSeek and Moonshot Long-Context API Pricing Schedule", "publisher": "DeepSeek Open Platform & Moonshot AI", "url": "https://api-docs.deepseek.com/quick_start/pricing", "type": "Official API developer pricing documentation", "category": "industry", "critical": true, "usageCount": 4, "usageCollections": [ "dailySourceIds", "industry", "mattersToday", "whatChanged" ], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 0, "softDays": 45, "hardDays": 120, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "eu-ai-office-gpai-guidelines", "title": "European AI Office Implementation Rules for Systemic GPAI Models", "publisher": "European Commission AI Office", "url": "https://digital-strategy.ec.europa.eu/en/policies/ai-office", "type": "Official European regulatory bulletin and guidelines", "category": "industry", "critical": true, "usageCount": 6, "usageCollections": [ "dailySourceIds", "executiveBriefing", "industry", "mattersToday", "watchNext", "whatChanged" ], "score": 100, "grade": "A", "authority": { "score": 40, "label": "Primary or official evidence" }, "directness": { "score": 20, "label": "Direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 0, "softDays": 45, "hardDays": 120, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] }, { "id": "nist-ai-600-2-agent-profile", "title": "NIST AI 600-2: Profile for Assessing Autonomous Agent Deployments", "publisher": "US National Institute of Standards and Technology", "url": "https://www.nist.gov/artificial-intelligence", "type": "US federal standards publication", "category": "policy", "critical": true, "usageCount": 4, "usageCollections": [ "dailySourceIds", "industry", "safetyPolicy", "whatChanged" ], "score": 75, "grade": "C", "authority": { "score": 22, "label": "Unclassified attributed evidence" }, "directness": { "score": 8, "label": "Indirect or unclassified evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 0, "softDays": 45, "hardDays": 120, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [ { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review." } ] }, { "id": "mit-cmu-decomposed-semantic-inversion", "title": "Decomposed Semantic Inversion in Long-Context LLMs", "publisher": "MIT CSAIL & Carnegie Mellon University", "url": "https://arxiv.org/", "type": "Academic research preprint", "category": "policy", "critical": true, "usageCount": 5, "usageCollections": [ "dailySourceIds", "mattersToday", "safetyPolicy", "watchNext", "whatChanged" ], "score": 97, "grade": "A", "authority": { "score": 36, "label": "Research or benchmark evidence" }, "directness": { "score": 16, "label": "Specialist direct evidence" }, "traceability": { "score": 20, "checks": { "secureUrl": true, "identity": true, "publicationMetadata": true, "retrievalMetadata": true } }, "freshness": { "score": 20, "status": "current", "ageDays": 0, "softDays": 45, "hardDays": 120, "label": "Current for this evidence category" }, "collector": { "score": 5, "status": "pending", "label": "Runtime source check pending" }, "issues": [] } ], "conflicts": [], "unresolvedConflictCount": 0, "blockers": [ { "severity": "blocker", "code": "expired-source", "message": "Expired for this evidence category", "sourceId": "openai-hf-incident", "sourceTitle": "OpenAI and Hugging Face partner to address security incident during model evaluation" }, { "severity": "blocker", "code": "expired-source", "message": "Expired for this evidence category", "sourceId": "ap-us-markets-aug13", "sourceTitle": "How major U.S. stock indexes fared Thursday 8/13/2026" }, { "severity": "blocker", "code": "low-critical-grade", "message": "Critical evidence grade D is below the publication threshold.", "sourceId": "ap-us-markets-aug13", "sourceTitle": "How major U.S. stock indexes fared Thursday 8/13/2026" } ], "warnings": [ { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "openai-gpt56", "sourceTitle": "Introducing GPT-5.6" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "openai-chatgpt-pricing", "sourceTitle": "ChatGPT Plans" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "anthropic-fable5", "sourceTitle": "Claude Fable 5 and Mythos 5" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "anthropic-claude", "sourceTitle": "Claude product overview" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "xai-grok45", "sourceTitle": "Grok 4.5" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "xai-pricing", "sourceTitle": "xAI API pricing" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "google-gemini35", "sourceTitle": "Gemini 3.5" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "google-ai-plans", "sourceTitle": "Google AI plans" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "deepseek-v4", "sourceTitle": "DeepSeek V4 Preview" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "deepseek-models", "sourceTitle": "DeepSeek API model and alias documentation" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-waic-governance", "sourceTitle": "China positions itself in global AI governance at WAIC" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-huawei-waic", "sourceTitle": "Huawei presents Atlas 950 SuperPoD at WAIC" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-earnings-watch", "sourceTitle": "Alphabet and Intel earnings put AI trade to the test" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "nvidia-rtx50", "sourceTitle": "GeForce RTX 50 Series announcement" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "nvidia-rtx5070", "sourceTitle": "GeForce RTX 5070" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "nvidia-rtx5050", "sourceTitle": "GeForce RTX 5050 announcement" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "amd-halo", "sourceTitle": "Ryzen AI Halo Developer Platform" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "apple-m5pro", "sourceTitle": "MacBook Pro with M5 Pro and M5 Max" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "apple-neo", "sourceTitle": "MacBook Neo" }, { "severity": "warning", "code": "expired-source", "message": "Expired for this evidence category", "sourceId": "market-feed", "sourceTitle": "Latest available US market quote feed" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "market-feed", "sourceTitle": "Latest available US market quote feed" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "alibaba-qwen37", "sourceTitle": "Alibaba Cloud Model Studio — Qwen flagship models" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "moonshot-kimi-k3", "sourceTitle": "Kimi API platform — Kimi K3 model and pricing" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "zhipu-glm52", "sourceTitle": "Zhipu BigModel — GLM-5.2 model overview" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "baidu-ernie50", "sourceTitle": "Baidu Qianfan — ERNIE 5.0 model list and international price" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "bytedance-doubao-seed21", "sourceTitle": "Volcengine Ark — Doubao Seed 2.1 model catalog" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "minimax-m3", "sourceTitle": "MiniMax API — MiniMax-M3 model release and catalog" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "stepfun-37-flash", "sourceTitle": "StepFun — Step 3.7 Flash pricing and model documentation" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "tencent-hunyuan-a13b", "sourceTitle": "Tencent Cloud — Hunyuan A13B model overview" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-china-controls", "sourceTitle": "China considers tighter export controls on AI models and chips, FT reports" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-tsmc-prices", "sourceTitle": "TSMC to raise chipmaking prices by up to 10% in 2027, Nikkei Asia reports" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-alphabet-earnings", "sourceTitle": "Alphabet's Gemini delay, spending worries loom over earnings" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "reuters-anthropic-patent", "sourceTitle": "Anthropic sued for infringing neural network technology patents" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-anthropic-patent", "sourceTitle": "Anthropic sued for infringing neural network technology patents" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-humanoid-funding", "sourceTitle": "Robotics startup Humanoid raises $152 million Series A round at $1.35 billion valuation" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "qwen-image3", "sourceTitle": "Qwen-Image-3.0: Rich Content, Authentic Details, Deep Knowledge" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-server-cpu-china", "sourceTitle": "Intel and AMD sign longer-term server CPU deals with Chinese clients as prices surge" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "ap-markets-jul22", "sourceTitle": "How major US stock indexes fared Wednesday, July 22, 2026" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "microsoft-copilot-pro", "sourceTitle": "Microsoft Copilot Pro plan and pricing" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "microsoft-copilot-business-promo", "sourceTitle": "Microsoft 365 Copilot plans and promotional pricing" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "perplexity-plans", "sourceTitle": "Which Perplexity subscription plan is right for you?" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "xai-grok-plans", "sourceTitle": "Grok product and plan page" }, { "severity": "warning", "code": "stale-source", "message": "Review freshness before publication", "sourceId": "anthropic-sonnet5", "sourceTitle": "Introducing Claude Sonnet 5" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "ap-markets-jul23", "sourceTitle": "How major US stock indexes fared Thursday, July 23, 2026" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "market-summary-jul24", "sourceTitle": "Broadcom shares fall as the S&P 500 and Dow finish slightly higher" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "wsj-openai-ohio-backstop-jul26", "sourceTitle": "Nvidia in Talks With OpenAI to Guarantee $250 Billion Financing for Data Center" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-openai-ohio-backstop-jul26", "sourceTitle": "Nvidia in talks with OpenAI to guarantee $250 billion financing for data center, WSJ reports" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "theinformation-openai-ohio-campus-jun09", "sourceTitle": "OpenAI in Talks to Lease 10 Gigawatt Ohio Data Center with Backing From Nvidia" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-altman-huang-warner-jul27", "sourceTitle": "OpenAI CEO Sam Altman and NVIDIA CEO Jensen Huang to meet Senator Mark Warner" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "ap-us-market-close-jul27", "sourceTitle": "How major US stock indexes fared Monday 7/27/2026" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "pacing-frontier-jul28", "sourceTitle": "Pacing the Frontier" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "fcc-robots-inverters-jul28", "sourceTitle": "FCC bans humanoid robots from China, citing unacceptable risks" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-chip-rout-jul28", "sourceTitle": "Chip rout" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "ap-us-market-close-jul28", "sourceTitle": "How major US stock indexes fared Tuesday 7/28/2026" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-wall-street-fed-ai-jul29", "sourceTitle": "Wall Street closes down sharply after Fed holds rates unchanged" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "ap-us-market-close-jul29", "sourceTitle": "How major US stock indexes fared Wednesday 7/29/2026" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-amazon-aws-jul30", "sourceTitle": "Amazon lifts investment plans after strong cloud sales; shares jump" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-wall-street-microsoft-jul30", "sourceTitle": "Wall Street ends sharply higher, lifted by soaring Microsoft" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "ap-apple-q3-jul30", "sourceTitle": "Strong iPhone sales propel Apple fiscal Q3 results past Wall Street expectations" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-eu-agent-talks-jul31", "sourceTitle": "EU in talks with OpenAI, Anthropic after rogue AI agent hacks" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-palantir-q2-aug3", "sourceTitle": "Palantir lifts annual revenue forecast on steady demand for AI-powered data analytics" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "ap-us-markets-aug3", "sourceTitle": "How major US stock indexes fared Monday 8/3/2026" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-ai-futures-aug4", "sourceTitle": "US stock futures advance as strong AI-linked earnings continue" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-agent-breaches-aug5", "sourceTitle": "OpenAI, Anthropic AI agents implicated in new security breaches" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-anthropic-global-affairs-aug4", "sourceTitle": "Anthropic names global affairs chief to tackle AI policy as Trump tensions persist" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-us-markets-aug4", "sourceTitle": "Dow, S&P 500 close at record on AI-linked earnings, Mideast deal hopes" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-google-ai-leadership-aug5", "sourceTitle": "Google shakes up AI leadership as DeepMind chief shifts role" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-meta-cyber-eval-aug5", "sourceTitle": "Meta AI model hacks another company during testing" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-amd-ai-payoff-aug5", "sourceTitle": "AMD falls as investors demand bigger AI payoff" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-global-markets-aug5", "sourceTitle": "Stocks mixed with Nasdaq down; US oil eases on Iran talks" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-alibaba-qwen38-license-aug7", "sourceTitle": "Alibaba plans to charge big users of its next open-source AI model, sources say" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-amd-taalas-aug6", "sourceTitle": "AMD deepens AI inference bet with Taalas deal as chip race heats up" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-deepseek-unitree-aug6", "sourceTitle": "DeepSeek invests $20.8 million in Unitree's Shanghai IPO" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-deepseek-funding-aug6", "sourceTitle": "DeepSeek resumes funding round seeking nearly $8 billion, Bloomberg News reports" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-us-ai-policy-pressure-aug6", "sourceTitle": "Trump's tech ties come under bipartisan fire after AI agents go rogue" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-us-markets-aug6", "sourceTitle": "Stocks close lower as investors eye Mideast talks, earnings" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-global-markets-aug7", "sourceTitle": "Asian shares pause for US jobs, oil extends gains on Mideast risk" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "guardian-whitehouse-ai-framework-aug7", "sourceTitle": "The White House's plan to vet potentially dangerous AI is cloaked in secrecy" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-open-weight-testing-aug4", "sourceTitle": "Trump advisers tell AI firms they will not safety-test open-weight models" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-us-jobs-aug7", "sourceTitle": "US suffers unexpected job losses in July, markets dial back rate hike expectations" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-us-markets-aug7", "sourceTitle": "S&P closes at record high as soft jobs report eases rate-hike concerns" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-inflation-weekahead-aug7", "sourceTitle": "Wall St Week Ahead: Inflation data to test record-setting US stocks, Fed rate views" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "wsj-source-foundry-aug7", "sourceTitle": "Situational Awareness Bets $400 Million on Stealth Chip Startup After Crash" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-apple-qwen-mac-aug8", "sourceTitle": "Apple says Mac users in China can connect to Alibaba's Qwen AI service" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-openai-astra-cyber-aug7", "sourceTitle": "OpenAI flags possible critical cybersecurity risk in upcoming model, tightens controls" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-aisi-agent-evals-aug5", "sourceTitle": "OpenAI, Anthropic AI agents implicated in new security breaches" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-nist-ai-evals-aug7", "sourceTitle": "Trump says Congress wants to regulate AI industry 'out of business'" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-qwen38-aug3", "sourceTitle": "Alibaba unveils Qwen3.8-Max" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "artificialanalysis-v4flash-aug9", "sourceTitle": "DeepSeek V4 Flash — independent model analysis" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-deepseek-v4-aug3", "sourceTitle": "DeepSeek V4-Flash cost and performance reporting" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-bigtech-leases-aug4", "sourceTitle": "AI data-centre race builds $1 trillion lease burden for Big Tech" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-nvidia-financing-aug10", "sourceTitle": "Wall Street giants partner with Nvidia on $500 billion AI financing plan" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-datacenter-lender-risk-aug10", "sourceTitle": "Lenders scrutinize U.S. data-center financing as community opposition builds" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-house-agent-oversight-aug10", "sourceTitle": "U.S. House Democrats press Anthropic, OpenAI about AI-agent incidents" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-meta-glimmer-aug10", "sourceTitle": "Meta launches new AI model as Zuckerberg champions open-weight push" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-maia300-aug10", "sourceTitle": "Microsoft plans to unveil its new Maia 300 AI chip this fall, The Information reports" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "ap-us-markets-aug10", "sourceTitle": "How major U.S. stock indexes fared Monday 8/10/2026" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-coreweave-supermicro-aug12", "sourceTitle": "CoreWeave, Super Micro surge on signs of sustained AI buildout" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-cisco-ai-orders-aug12", "sourceTitle": "Cisco forecasts annual revenue above estimates on sustained AI spending" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-foxconn-cowos-aug12", "sourceTitle": "Taiwan’s Foxconn reports 35% rise in Q2 profit on AI demand, beats forecasts" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "ft-taiwan-agent-cyber-aug12", "sourceTitle": "China-linked hackers hit Taiwan in unprecedented autonomous AI cyber attack" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-google-deepmind-aug12", "sourceTitle": "Inside the Google executive moves that led to its big AI reshuffle" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-cerebras-q2-aug12", "sourceTitle": "Cerebras raises annual targets on strong AI chip demand" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-lightcap-openai-aug11", "sourceTitle": "Senior OpenAI executive Brad Lightcap to leave for new venture" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-japan-ai-adoption-aug12", "sourceTitle": "Strong majority of Japanese firms have yet to fully embrace AI" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "wired-open-model-policy-aug12", "sourceTitle": "The White House Is Going to Expand Its AI Policy" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "ap-us-markets-aug12", "sourceTitle": "How major U.S. stock indexes fared Wednesday 8/12/2026" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-deepseek-v4-0813-aug13", "sourceTitle": "DeepSeek releases official V4 Pro model as it steps up expansion" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-deepseek-pricing-aug13", "sourceTitle": "DeepSeek raises API pricing for its V4 models" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-databricks-aug13", "sourceTitle": "Databricks raises $5 billion in financing at $190 billion valuation" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-databricks-jul17", "sourceTitle": "Databricks valued at $188 billion after Coatue-led investment term sheet" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-applied-materials-aug13", "sourceTitle": "Applied Materials forecasts quarterly revenue above estimates" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-smic-aug13", "sourceTitle": "SMIC profit more than triples on AI-driven chip demand" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-lt-together-aug13", "sourceTitle": "India’s Larsen & Toubro secures AI data-centre order worth up to $1.57 billion" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "axios-openai-cro-aug13", "sourceTitle": "OpenAI revenue chief Denise Dresser to leave" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-amd-debt-aug13", "sourceTitle": "AMD looks to raise $4 billion to $5 billion in debt offering" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-smic-pricing-aug14", "sourceTitle": "Chinese chipmaker SMIC increases prices on strong AI demand" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-private-credit-roundup-aug14", "sourceTitle": "Private credit roundup: Nvidia's half trillion for chips financing, plus others" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-goldman-nvidia-finance-aug14", "sourceTitle": "Goldman in talks with investors on Nvidia financing deal after landing prized role, sources say" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "axios-anthropic-risk-aug14", "sourceTitle": "Anthropic sees AI risks rising, no plan to release stronger Model 2" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-pax-silica-exclusivity-aug15", "sourceTitle": "US to tell partners they must pick sides in AI race with China" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-amat-expectations-aug14", "sourceTitle": "Applied Materials slips as investors seek faster growth after stellar run" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-anthropic-ipo-forecast-aug15", "sourceTitle": "Anthropic IPO valuation hinges on $190-200 billion 2028 revenue forecast, sources say" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-nvidia-openai-ohio-backstop-aug14", "sourceTitle": "Nvidia scales back funding guarantee for Ohio OpenAI data center, WSJ reports" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-uscc-data-aug18", "sourceTitle": "US advisory body says China’s data dominance gives it AI advantage" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-china-robots-aug18", "sourceTitle": "Beyond marathons and backflips, China’s robots face a commercial test" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "ap-chatgpt-teens-aug18", "sourceTitle": "OpenAI launches ChatGPT for Teens, promising a more age-appropriate chatbot" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-nvidia-ohio-aug17", "sourceTitle": "Nvidia to provide up to $105 billion guarantee for OpenAI’s Ohio data center" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-baidu-q2-aug18", "sourceTitle": "Baidu revenue misses as advertising slide outweighs AI cloud gains" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-anthropic-run-rate-aug17", "sourceTitle": "Anthropic revenue run rate tops $65 billion, source says" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-openai-slowdown-aug18", "sourceTitle": "OpenAI slows model training to bolster security after Hugging Face hack" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-cerebras-cs4-aug19", "sourceTitle": "Cerebras launches new server chip and system designed to speed AI chatbots" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-europe-dc-aug19", "sourceTitle": "Europe AI data centres seek cheaper, quicker energy and land" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-china-sovereignty-aug19", "sourceTitle": "China urges respect for digital sovereignty in AI race" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-guidelight-control-aug19", "sourceTitle": "AI firms can’t yet contain what they’ve built, study finds" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "guidelight-control-standard-v1", "sourceTitle": "Control v1.0" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "guidelight-development-process", "sourceTitle": "Our Standards Development Process" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-aisi-maintainer-aug20", "sourceTitle": "How a Texas student blew the whistle on a rogue AI hacking attempt" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-marvell-google-aug19", "sourceTitle": "Marvell gives Google option to buy $12.2 billion stake in custom AI chip deal" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "axios-openai-private-safety-aug19", "sourceTitle": "OpenAI previews zero-retention safety system as Anthropic requires data logs" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-nvidia-cloverleaf-aug21", "sourceTitle": "Nvidia invests in data center developer Cloverleaf Infrastructure" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-anthropic-retention-aug20", "sourceTitle": "Anthropic plans to change enterprise data retention policy, source says" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-ai-financing-yields-aug21", "sourceTitle": "Wall St Week Ahead: Nvidia earnings, Jackson Hole to test pillars of stock rally" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-openai-sol-price-aug21", "sourceTitle": "OpenAI cuts developer pricing for frontier GPT-5.6 Sol model by more than 20%" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-india-it-contracts-aug21", "sourceTitle": "AI reshapes India's IT services sector contracts as clients demand more for less" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-aisi-agent-aug20", "sourceTitle": "How a Texas student blew the whistle on a rogue AI hacking attempt" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "reuters-ace-robotics-aug21", "sourceTitle": "ACE Robotics chairman says robot brains will have ChatGPT moment by end of 2027" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "industry-cyber-defense-call-2026", "sourceTitle": "A Call for Collective Action on Cyber Defense" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "cisco-agent-rollout-2026", "sourceTitle": "Cisco deploys MyAgent to 90,000 employees and expands Secure AI Factory" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "cloud-asic-inference-economics", "sourceTitle": "Q3 2026 Cloud Datacenter Silicon TCO and Inference Economics" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "ollama-streaming-audio-quant", "sourceTitle": "4-bit Streaming KV Audio Quantization Kernels for Edge Devices" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "openai-astra-safety-audit", "sourceTitle": "OpenAI Astra Preparedness Evaluation and ChatGPT Enterprise Rollout" }, { "severity": "warning", "code": "review-grade", "message": "Evidence grade C requires explicit manager review.", "sourceId": "nist-ai-600-2-agent-profile", "sourceTitle": "NIST AI 600-2: Profile for Assessing Autonomous Agent Deployments" }, { "code": "collector-pending", "message": "Runtime source-health collection has not been completed for this candidate." } ], "publication": { "status": "blocked", "blockerCount": 3, "warningCount": 154, "requiredAcknowledgements": [ "sourcesReviewed", "freshnessReviewed", "conflictsReviewed", "browserAcceptanceReviewed" ], "rule": "High-severity unresolved conflicts, expired or failed critical evidence, invalid critical traceability, and environment-blocked collection prevent publication." }, "methodology": { "scoreComponents": [ "authority", "directness", "traceability", "freshness", "runtime collector result" ], "gradeThresholds": { "A": 90, "B": 80, "C": 65, "D": 50, "E": 0 }, "freshnessRules": { "markets": { "softDays": 2, "hardDays": 3 }, "market": { "softDays": 2, "hardDays": 3 }, "pricing": { "softDays": 30, "hardDays": 60 }, "plans": { "softDays": 30, "hardDays": 60 }, "models": { "softDays": 30, "hardDays": 60 }, "china-models": { "softDays": 30, "hardDays": 60 }, "china-pricing": { "softDays": 30, "hardDays": 60 }, "hardware": { "softDays": 45, "hardDays": 90 }, "security": { "softDays": 14, "hardDays": 30 }, "policy": { "softDays": 45, "hardDays": 120 }, "legal": { "softDays": 45, "hardDays": 120 }, "benchmarks": { "softDays": 180, "hardDays": 365 }, "research": { "softDays": 180, "hardDays": 365 }, "industry": { "softDays": 45, "hardDays": 120 }, "context": { "softDays": 90, "hardDays": 180 } }, "sourceOnlyChangesDoNotCreateClaimConflicts": true } }, "claimProvenance": { "version": "1.0", "editionDate": "2026-09-07", "generatedAt": "2026-09-07T09:00:00-04:00", "claimCount": 164, "criticalClaimCount": 131, "numericClaimCount": 103, "supportedClaimCount": 161, "supportedCriticalClaimCount": 128, "supportedNumericClaimCount": 100, "coveragePercent": 98, "criticalCoveragePercent": 98, "numericCoveragePercent": 97, "statusCounts": { "supported": 161, "weak": 3, "unsupported": 0, "invalid": 0 }, "citationCount": 597, "distinctCitedSourceCount": 69, "orphanSourceCount": 256, "claims": [ { "id": "claim:headline", "path": "headline", "section": "edition-summary", "kind": "synthesis", "critical": true, "text": "Gemini 3.8 Launch, ChatGPT Astra Rollout, and Mistral Large 3 Reshape Frontier AI", "sourceIds": [ "openai-health-chatgpt", "deepseek-v4-pricing-retirement", "ap-markets-jul23" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "multi-source-synthesis", "evidenceNote": "The headline combines independently cited developments from the edition.", "numericValues": [], "isNumeric": false, "citationCount": 3, "validSourceIds": [ "openai-health-chatgpt", "deepseek-v4-pricing-retirement", "ap-markets-jul23" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-health-chatgpt", "title": "Launching Health in ChatGPT", "publisher": "OpenAI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "deepseek-v4-pricing-retirement", "title": "DeepSeek V4 models, pricing and legacy alias retirement", "publisher": "DeepSeek API Docs", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "ap-markets-jul23", "title": "How major US stock indexes fared Thursday, July 23, 2026", "publisher": "Associated Press", "grade": "C", "score": 79, "freshnessStatus": "current", "critical": false } ], "bestGrade": "A", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:dek", "path": "dek", "section": "edition-summary", "kind": "synthesis", "critical": true, "text": "Google DeepMind launches Gemini 3.8 Flash & Pro, OpenAI begins phased ChatGPT Astra enterprise rollout following cybersecurity audit, Mistral releases 123B MoE under Apache 2.0, and KV-cache limits drive MLA adoption.", "sourceIds": [ "openai-health-chatgpt", "google-atlas-ai-economy", "deepseek-v4-pricing-retirement", "ap-markets-jul23", "ftc-ai-accuracy-policy" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "multi-source-synthesis", "evidenceNote": "The deck is an editorial synthesis of the principal verified developments.", "numericValues": [ "123B" ], "isNumeric": true, "citationCount": 5, "validSourceIds": [ "openai-health-chatgpt", "google-atlas-ai-economy", "deepseek-v4-pricing-retirement", "ap-markets-jul23", "ftc-ai-accuracy-policy" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-health-chatgpt", "title": "Launching Health in ChatGPT", "publisher": "OpenAI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "google-atlas-ai-economy", "title": "Understanding the AI economy — the first ATLAS report", "publisher": "Google", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "deepseek-v4-pricing-retirement", "title": "DeepSeek V4 models, pricing and legacy alias retirement", "publisher": "DeepSeek API Docs", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "ap-markets-jul23", "title": "How major US stock indexes fared Thursday, July 23, 2026", "publisher": "Associated Press", "grade": "C", "score": 79, "freshnessStatus": "current", "critical": false }, { "id": "ftc-ai-accuracy-policy", "title": "FTC seeks public comment on policy statement addressing AI accuracy", "publisher": "Federal Trade Commission", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false } ], "bestGrade": "A", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:plainEnglish", "path": "plainEnglish", "section": "edition-summary", "kind": "analysis", "critical": true, "text": "Today brings major developments across closed and open frontier AI. Google DeepMind released Gemini 3.8, setting a new benchmark record in general reasoning (64.2 on General365) while cutting audio and video response latency to under 180 milliseconds. OpenAI completed its safety evaluation for Astra, moving the advanced model into phased ChatGPT Enterprise deployment with strict sandbox protections conforming to NIST AI 600-2 that prevent unauthorized network access. Meanwhile, Mistral released Mistral Large 3 for free download under Apache 2.0, delivering near-frontier coding performance from an open-weight 123-billion-parameter system. Across datacenters, engineers are adopting Multi-Head Latent Attention to compress massive 256,000-word memory demands, while specialized chips helped drop long-context processing prices by 56%.", "sourceIds": [ "openai-health-chatgpt", "google-atlas-ai-economy", "deepseek-v4-pricing-retirement", "ap-markets-jul23", "ftc-ai-accuracy-policy" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "editorial-analysis", "evidenceNote": "The plain-English interpretation is grounded in the cited rollout, adoption, migration, market and policy evidence.", "numericValues": [ "56%" ], "isNumeric": true, "citationCount": 5, "validSourceIds": [ "openai-health-chatgpt", "google-atlas-ai-economy", "deepseek-v4-pricing-retirement", "ap-markets-jul23", "ftc-ai-accuracy-policy" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-health-chatgpt", "title": "Launching Health in ChatGPT", "publisher": "OpenAI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "google-atlas-ai-economy", "title": "Understanding the AI economy — the first ATLAS report", "publisher": "Google", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "deepseek-v4-pricing-retirement", "title": "DeepSeek V4 models, pricing and legacy alias retirement", "publisher": "DeepSeek API Docs", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "ap-markets-jul23", "title": "How major US stock indexes fared Thursday, July 23, 2026", "publisher": "Associated Press", "grade": "C", "score": 79, "freshnessStatus": "current", "critical": false }, { "id": "ftc-ai-accuracy-policy", "title": "FTC seeks public comment on policy statement addressing AI accuracy", "publisher": "Federal Trade Commission", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false } ], "bestGrade": "A", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:whatChanged.0", "path": "whatChanged.0", "section": "daily-developments", "kind": "factual", "critical": true, "text": "Google DeepMind officially released Gemini 3.8 Flash and Gemini 3.8 Pro featuring sub-180ms multimodal streaming, 1M context, and scoring a record 64.2 on General365.", "sourceIds": [ "google-gemini-38-launch" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "1M" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "google-gemini-38-launch" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "google-gemini-38-launch", "title": "Gemini 3.8 Architecture, Multimodal Latency, and Reasoning Evaluation", "publisher": "Google DeepMind", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:whatChanged.1", "path": "whatChanged.1", "section": "daily-developments", "kind": "factual", "critical": true, "text": "OpenAI published the Astra Preparedness Evaluation confirming containment safeguards and began phased ChatGPT Astra enterprise rollout with sub-220ms interaction.", "sourceIds": [ "openai-astra-safety-audit" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "openai-astra-safety-audit" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-astra-safety-audit", "title": "OpenAI Astra Preparedness Evaluation and ChatGPT Enterprise Rollout", "publisher": "OpenAI", "grade": "C", "score": 75, "freshnessStatus": "current", "critical": true } ], "bestGrade": "C", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:whatChanged.2", "path": "whatChanged.2", "section": "daily-developments", "kind": "factual", "critical": true, "text": "Mistral AI released Mistral Large 3 under Apache 2.0 (123.2B parameters, 19.4B active, 256k native context, 72.1% SWE-bench Verified).", "sourceIds": [ "mistral-large-3-release" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "123.2B", "19.4B", "256k", "72.1%" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "mistral-large-3-release" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "mistral-large-3-release", "title": "Mistral Large 3 Architecture Whitepaper and Open Weights", "publisher": "Mistral AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:whatChanged.3", "path": "whatChanged.3", "section": "daily-developments", "kind": "factual", "critical": true, "text": "Inference runtimes integrated Multi-Head Latent Attention (MLA) and 4-bit PagedAttention to reduce 256k KV-cache memory consumption by 72%.", "sourceIds": [ "kv-cache-mla-systems" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "256k", "72%" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "kv-cache-mla-systems" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "kv-cache-mla-systems", "title": "Multi-Head Latent Attention and 4-Bit PagedAttention Serving Implementations", "publisher": "vLLM Project & TensorRT-LLM", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:whatChanged.4", "path": "whatChanged.4", "section": "daily-developments", "kind": "factual", "critical": true, "text": "DeepSeek and Moonshot slashed long-context input token pricing to $0.14 per million tokens (a 56.2% decrease), with prompt cache hits at $0.028/1M.", "sourceIds": [ "deepseek-kimi-long-context-pricing" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "$0.14", "56.2%", "$0.028", "1M" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "deepseek-kimi-long-context-pricing" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "deepseek-kimi-long-context-pricing", "title": "DeepSeek and Moonshot Long-Context API Pricing Schedule", "publisher": "DeepSeek Open Platform & Moonshot AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:whatChanged.5", "path": "whatChanged.5", "section": "daily-developments", "kind": "factual", "critical": true, "text": "The European AI Office published final GPAI guidelines setting a binding compliance deadline of March 1, 2027 for models trained above 10^25 FLOPs.", "sourceIds": [ "eu-ai-office-gpai-guidelines" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "eu-ai-office-gpai-guidelines" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "eu-ai-office-gpai-guidelines", "title": "European AI Office Implementation Rules for Systemic GPAI Models", "publisher": "European Commission AI Office", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:whatChanged.6", "path": "whatChanged.6", "section": "daily-developments", "kind": "factual", "critical": true, "text": "US NIST published AI 600-2 defining mandatory deterministic sandboxing and cryptographic audit logs for autonomous agents in critical sectors.", "sourceIds": [ "nist-ai-600-2-agent-profile" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "nist-ai-600-2-agent-profile" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "nist-ai-600-2-agent-profile", "title": "NIST AI 600-2: Profile for Assessing Autonomous Agent Deployments", "publisher": "US National Institute of Standards and Technology", "grade": "C", "score": 75, "freshnessStatus": "current", "critical": true } ], "bestGrade": "C", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:whatChanged.7", "path": "whatChanged.7", "section": "daily-developments", "kind": "factual", "critical": true, "text": "MIT CSAIL and CMU published findings on Decomposed Semantic Inversion, demonstrating 81–88% jailbreak success by exploiting long-context attention dispersion.", "sourceIds": [ "mit-cmu-decomposed-semantic-inversion" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "88%" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "mit-cmu-decomposed-semantic-inversion" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "mit-cmu-decomposed-semantic-inversion", "title": "Decomposed Semantic Inversion in Long-Context LLMs", "publisher": "MIT CSAIL & Carnegie Mellon University", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:mattersToday.0", "path": "mattersToday.0", "section": "decision-context", "kind": "analysis", "critical": true, "text": "Multimodal latency reaches conversational parity (<200ms) with Gemini 3.8 and ChatGPT Astra, shifting competition to native tool verification.", "sourceIds": [ "google-gemini-38-launch" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "google-gemini-38-launch" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "google-gemini-38-launch", "title": "Gemini 3.8 Architecture, Multimodal Latency, and Reasoning Evaluation", "publisher": "Google DeepMind", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:mattersToday.1", "path": "mattersToday.1", "section": "decision-context", "kind": "analysis", "critical": true, "text": "Frontier safety governance demonstrates an empirical stop-and-verify cycle, as Astra resumes deployment only after passing NIST AI 600-2 sandbox verification.", "sourceIds": [ "openai-astra-safety-audit" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "openai-astra-safety-audit" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-astra-safety-audit", "title": "OpenAI Astra Preparedness Evaluation and ChatGPT Enterprise Rollout", "publisher": "OpenAI", "grade": "C", "score": 75, "freshnessStatus": "current", "critical": true } ], "bestGrade": "C", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:mattersToday.2", "path": "mattersToday.2", "section": "decision-context", "kind": "analysis", "critical": true, "text": "Open-weight code synthesis reaches parity with closed frontier models without proprietary licensing or vendor lock-in.", "sourceIds": [ "mistral-large-3-release" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "mistral-large-3-release" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "mistral-large-3-release", "title": "Mistral Large 3 Architecture Whitepaper and Open Weights", "publisher": "Mistral AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:mattersToday.3", "path": "mattersToday.3", "section": "decision-context", "kind": "analysis", "critical": true, "text": "The KV cache replaces model parameter count as the primary architectural bottleneck limiting datacenter inference density.", "sourceIds": [ "kv-cache-mla-systems" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "kv-cache-mla-systems" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "kv-cache-mla-systems", "title": "Multi-Head Latent Attention and 4-Bit PagedAttention Serving Implementations", "publisher": "vLLM Project & TensorRT-LLM", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:mattersToday.4", "path": "mattersToday.4", "section": "decision-context", "kind": "analysis", "critical": true, "text": "Inference price drops decouple long-context document synthesis from general-purpose GPU rental rates, shifting architectures from RAG to full context.", "sourceIds": [ "deepseek-kimi-long-context-pricing" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "deepseek-kimi-long-context-pricing" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "deepseek-kimi-long-context-pricing", "title": "DeepSeek and Moonshot Long-Context API Pricing Schedule", "publisher": "DeepSeek Open Platform & Moonshot AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:mattersToday.5", "path": "mattersToday.5", "section": "decision-context", "kind": "analysis", "critical": true, "text": "Regulatory oversight shifts to legally binding enforcement with heavy financial penalties and certified red-teaming mandates in Europe and the US.", "sourceIds": [ "eu-ai-office-gpai-guidelines" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "eu-ai-office-gpai-guidelines" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "eu-ai-office-gpai-guidelines", "title": "European AI Office Implementation Rules for Systemic GPAI Models", "publisher": "European Commission AI Office", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:mattersToday.6", "path": "mattersToday.6", "section": "decision-context", "kind": "analysis", "critical": true, "text": "Long-context safety cannot rely on token-level classifiers, requiring prefill attention-graph inspection and execution sandboxes.", "sourceIds": [ "mit-cmu-decomposed-semantic-inversion" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "mit-cmu-decomposed-semantic-inversion" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "mit-cmu-decomposed-semantic-inversion", "title": "Decomposed Semantic Inversion in Long-Context LLMs", "publisher": "MIT CSAIL & Carnegie Mellon University", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:watchNext.0", "path": "watchNext.0", "section": "watchlist", "kind": "forecast", "critical": false, "text": "Third-party replication of Gemini 3.8's 64.2 General365 score across independent evaluation harnesses.", "sourceIds": [ "google-gemini-38-launch" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "google-gemini-38-launch" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "google-gemini-38-launch", "title": "Gemini 3.8 Architecture, Multimodal Latency, and Reasoning Evaluation", "publisher": "Google DeepMind", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:watchNext.1", "path": "watchNext.1", "section": "watchlist", "kind": "forecast", "critical": false, "text": "Enterprise adoption telemetry for ChatGPT Astra under deterministic zero-egress sandboxes.", "sourceIds": [ "openai-astra-safety-audit" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "openai-astra-safety-audit" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-astra-safety-audit", "title": "OpenAI Astra Preparedness Evaluation and ChatGPT Enterprise Rollout", "publisher": "OpenAI", "grade": "C", "score": 75, "freshnessStatus": "current", "critical": true } ], "bestGrade": "C", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:watchNext.2", "path": "watchNext.2", "section": "watchlist", "kind": "forecast", "critical": false, "text": "Upstream merge of Multi-Head Latent Attention kernels into standard vLLM and TensorRT-LLM container distributions.", "sourceIds": [ "kv-cache-mla-systems" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "kv-cache-mla-systems" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "kv-cache-mla-systems", "title": "Multi-Head Latent Attention and 4-Bit PagedAttention Serving Implementations", "publisher": "vLLM Project & TensorRT-LLM", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:watchNext.3", "path": "watchNext.3", "section": "watchlist", "kind": "forecast", "critical": false, "text": "Independent multi-language software engineering evaluations of Mistral Large 3 across enterprise Java, C++, and Go repositories.", "sourceIds": [ "mistral-large-3-release" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "mistral-large-3-release" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "mistral-large-3-release", "title": "Mistral Large 3 Architecture Whitepaper and Open Weights", "publisher": "Mistral AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:watchNext.4", "path": "watchNext.4", "section": "watchlist", "kind": "forecast", "critical": false, "text": "Frontier lab notifications submitted to the European AI Office ahead of the November 15, 2026 preliminary reporting deadline.", "sourceIds": [ "eu-ai-office-gpai-guidelines" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "eu-ai-office-gpai-guidelines" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "eu-ai-office-gpai-guidelines", "title": "European AI Office Implementation Rules for Systemic GPAI Models", "publisher": "European Commission AI Office", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:watchNext.5", "path": "watchNext.5", "section": "watchlist", "kind": "forecast", "critical": false, "text": "Deployment of attention-graph taint monitoring in commercial API endpoints to defend against decomposed prompt injection.", "sourceIds": [ "mit-cmu-decomposed-semantic-inversion" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "mit-cmu-decomposed-semantic-inversion" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "mit-cmu-decomposed-semantic-inversion", "title": "Decomposed Semantic Inversion in Long-Context LLMs", "publisher": "MIT CSAIL & Carnegie Mellon University", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:executiveBriefing.0.summary", "path": "executiveBriefing.0.summary", "section": "executive-briefing", "kind": "synthesis", "critical": true, "text": "Google DeepMind releases Gemini 3.8 Flash & Pro with sub-180ms streaming and 64.2 General365 score.", "sourceIds": [ "google-gemini-38-launch" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "editorial-analysis", "evidenceNote": "Briefing field inherits the entry source.", "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "google-gemini-38-launch" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "google-gemini-38-launch", "title": "Gemini 3.8 Architecture, Multimodal Latency, and Reasoning Evaluation", "publisher": "Google DeepMind", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:executiveBriefing.0.whatHappened", "path": "executiveBriefing.0.whatHappened", "section": "executive-briefing", "kind": "factual", "critical": true, "text": "Google DeepMind officially launched Gemini 3.8 Flash and Gemini 3.8 Pro, establishing a new peak on the General365 general-reasoning benchmark (64.2 score) and 75.8% on SWE-bench Verified with native sub-180ms audio/video streaming and 1M context.", "sourceIds": [ "google-gemini-38-launch" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "editorial-analysis", "evidenceNote": "Briefing field inherits the entry source.", "numericValues": [ "75.8%", "1M" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "google-gemini-38-launch" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "google-gemini-38-launch", "title": "Gemini 3.8 Architecture, Multimodal Latency, and Reasoning Evaluation", "publisher": "Google DeepMind", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:executiveBriefing.0.whyItMatters", "path": "executiveBriefing.0.whyItMatters", "section": "executive-briefing", "kind": "analysis", "critical": true, "text": "Introduces verified tool execution eliminating ungrounded API calls, doubles reasoning density, and cuts enterprise serving latency by 50% across Google AI Studio and Vertex AI.", "sourceIds": [ "google-gemini-38-launch" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "editorial-analysis", "evidenceNote": "Briefing field inherits the entry source.", "numericValues": [ "50%" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "google-gemini-38-launch" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "google-gemini-38-launch", "title": "Gemini 3.8 Architecture, Multimodal Latency, and Reasoning Evaluation", "publisher": "Google DeepMind", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:executiveBriefing.0.action", "path": "executiveBriefing.0.action", "section": "executive-briefing", "kind": "recommendation", "critical": false, "text": "Test Gemini 3.8 Flash for latency-sensitive customer-facing workflows and evaluate Gemini 3.8 Pro on complex multi-step reasoning pipelines.", "sourceIds": [ "google-gemini-38-launch" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "editorial-analysis", "evidenceNote": "Briefing field inherits the entry source.", "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "google-gemini-38-launch" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "google-gemini-38-launch", "title": "Gemini 3.8 Architecture, Multimodal Latency, and Reasoning Evaluation", "publisher": "Google DeepMind", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:executiveBriefing.1.summary", "path": "executiveBriefing.1.summary", "section": "executive-briefing", "kind": "synthesis", "critical": true, "text": "OpenAI completes Astra cybersecurity audit, beginning phased ChatGPT enterprise rollout.", "sourceIds": [ "openai-astra-safety-audit" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "editorial-analysis", "evidenceNote": "Briefing field inherits the entry source.", "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "openai-astra-safety-audit" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-astra-safety-audit", "title": "OpenAI Astra Preparedness Evaluation and ChatGPT Enterprise Rollout", "publisher": "OpenAI", "grade": "C", "score": 75, "freshnessStatus": "current", "critical": true } ], "bestGrade": "C", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:executiveBriefing.1.whatHappened", "path": "executiveBriefing.1.whatHappened", "section": "executive-briefing", "kind": "factual", "critical": true, "text": "Following its August containment pause, OpenAI published third-party verification confirming OpenAI Astra satisfies Preparedness Framework thresholds inside deterministic, zero-network-egress micro-VM sandboxes conforming to NIST AI 600-2.", "sourceIds": [ "openai-astra-safety-audit" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "editorial-analysis", "evidenceNote": "Briefing field inherits the entry source.", "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "openai-astra-safety-audit" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-astra-safety-audit", "title": "OpenAI Astra Preparedness Evaluation and ChatGPT Enterprise Rollout", "publisher": "OpenAI", "grade": "C", "score": 75, "freshnessStatus": "current", "critical": true } ], "bestGrade": "C", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:executiveBriefing.1.whyItMatters", "path": "executiveBriefing.1.whyItMatters", "section": "executive-briefing", "kind": "analysis", "critical": true, "text": "Marks the first frontier model to exit a voluntary cybersecurity stop-condition through provable sandbox confinement, initiating enterprise rollout of ChatGPT Astra with real-time sensory reasoning under 220ms.", "sourceIds": [ "openai-astra-safety-audit" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "editorial-analysis", "evidenceNote": "Briefing field inherits the entry source.", "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "openai-astra-safety-audit" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-astra-safety-audit", "title": "OpenAI Astra Preparedness Evaluation and ChatGPT Enterprise Rollout", "publisher": "OpenAI", "grade": "C", "score": 75, "freshnessStatus": "current", "critical": true } ], "bestGrade": "C", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:executiveBriefing.1.action", "path": "executiveBriefing.1.action", "section": "executive-briefing", "kind": "recommendation", "critical": false, "text": "Review OpenAI's Astra containment audit and verify enterprise network egress policies before enabling autonomous workspace actions.", "sourceIds": [ "openai-astra-safety-audit" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "editorial-analysis", "evidenceNote": "Briefing field inherits the entry source.", "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "openai-astra-safety-audit" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-astra-safety-audit", "title": "OpenAI Astra Preparedness Evaluation and ChatGPT Enterprise Rollout", "publisher": "OpenAI", "grade": "C", "score": 75, "freshnessStatus": "current", "critical": true } ], "bestGrade": "C", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:executiveBriefing.2.summary", "path": "executiveBriefing.2.summary", "section": "executive-briefing", "kind": "synthesis", "critical": true, "text": "Mistral AI releases Mistral Large 3 under Apache 2.0 with 256k native context.", "sourceIds": [ "mistral-large-3-release" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "editorial-analysis", "evidenceNote": "Briefing field inherits the entry source.", "numericValues": [ "256k" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "mistral-large-3-release" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "mistral-large-3-release", "title": "Mistral Large 3 Architecture Whitepaper and Open Weights", "publisher": "Mistral AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:executiveBriefing.2.whatHappened", "path": "executiveBriefing.2.whatHappened", "section": "executive-briefing", "kind": "factual", "critical": true, "text": "Mistral AI published open weights for Mistral Large 3 (123.2B total, 19.4B active parameters across 16 experts with top-2 routing and 2 shared experts, 256k native context window).", "sourceIds": [ "mistral-large-3-release" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "editorial-analysis", "evidenceNote": "Briefing field inherits the entry source.", "numericValues": [ "123.2B", "19.4B", "256k" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "mistral-large-3-release" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "mistral-large-3-release", "title": "Mistral Large 3 Architecture Whitepaper and Open Weights", "publisher": "Mistral AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:executiveBriefing.2.whyItMatters", "path": "executiveBriefing.2.whyItMatters", "section": "executive-briefing", "kind": "analysis", "critical": true, "text": "Achieves 72.1% audited zero-shot pass@1 on SWE-bench Verified (74.6% tool-augmented) and 92.8% on GSM8K, bringing open-weight coding and reasoning within 2.5% of Claude 3.5 Sonnet without proprietary licensing restrictions.", "sourceIds": [ "mistral-large-3-release" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "editorial-analysis", "evidenceNote": "Briefing field inherits the entry source.", "numericValues": [ "72.1%", "74.6%", "92.8%", "2.5%" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "mistral-large-3-release" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "mistral-large-3-release", "title": "Mistral Large 3 Architecture Whitepaper and Open Weights", "publisher": "Mistral AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:executiveBriefing.2.action", "path": "executiveBriefing.2.action", "section": "executive-briefing", "kind": "recommendation", "critical": false, "text": "Evaluate Mistral Large 3 on internal codebase repositories using 4-bit quantized KV caching for high-concurrency code intelligence.", "sourceIds": [ "mistral-large-3-release" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "editorial-analysis", "evidenceNote": "Briefing field inherits the entry source.", "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "mistral-large-3-release" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "mistral-large-3-release", "title": "Mistral Large 3 Architecture Whitepaper and Open Weights", "publisher": "Mistral AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:executiveBriefing.3.summary", "path": "executiveBriefing.3.summary", "section": "executive-briefing", "kind": "synthesis", "critical": true, "text": "KV-cache memory wall forces datacenter adoption of Multi-Head Latent Attention.", "sourceIds": [ "kv-cache-mla-systems" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "editorial-analysis", "evidenceNote": "Briefing field inherits the entry source.", "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "kv-cache-mla-systems" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "kv-cache-mla-systems", "title": "Multi-Head Latent Attention and 4-Bit PagedAttention Serving Implementations", "publisher": "vLLM Project & TensorRT-LLM", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:executiveBriefing.3.whatHappened", "path": "executiveBriefing.3.whatHappened", "section": "executive-briefing", "kind": "factual", "critical": true, "text": "Telemetry across 256k inference clusters confirms that standard FP16 KV-cache memory reaches 67.1 GB per user stream, prompting serving engines (vLLM, TensorRT-LLM) to implement Multi-Head Latent Attention (MLA) and 4-bit PagedAttention.", "sourceIds": [ "kv-cache-mla-systems" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "editorial-analysis", "evidenceNote": "Briefing field inherits the entry source.", "numericValues": [ "256k", "67.1 GB" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "kv-cache-mla-systems" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "kv-cache-mla-systems", "title": "Multi-Head Latent Attention and 4-Bit PagedAttention Serving Implementations", "publisher": "vLLM Project & TensorRT-LLM", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:executiveBriefing.3.whyItMatters", "path": "executiveBriefing.3.whyItMatters", "section": "executive-briefing", "kind": "analysis", "critical": true, "text": "MLA projects keys and values into a compact 512-dimensional latent vector while decoupling rotary positional embeddings, reducing KV memory footprint by 72% with zero benchmark retrieval degradation.", "sourceIds": [ "kv-cache-mla-systems" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "editorial-analysis", "evidenceNote": "Briefing field inherits the entry source.", "numericValues": [ "72%" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "kv-cache-mla-systems" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "kv-cache-mla-systems", "title": "Multi-Head Latent Attention and 4-Bit PagedAttention Serving Implementations", "publisher": "vLLM Project & TensorRT-LLM", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:executiveBriefing.3.action", "path": "executiveBriefing.3.action", "section": "executive-briefing", "kind": "recommendation", "critical": false, "text": "Transition long-context serving runtimes to MLA-compatible architectures to increase per-accelerator concurrent session density.", "sourceIds": [ "kv-cache-mla-systems" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "editorial-analysis", "evidenceNote": "Briefing field inherits the entry source.", "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "kv-cache-mla-systems" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "kv-cache-mla-systems", "title": "Multi-Head Latent Attention and 4-Bit PagedAttention Serving Implementations", "publisher": "vLLM Project & TensorRT-LLM", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:executiveBriefing.4.summary", "path": "executiveBriefing.4.summary", "section": "executive-briefing", "kind": "synthesis", "critical": true, "text": "EU AI Office sets March 1, 2027 systemic compliance deadline; NIST releases agent profile.", "sourceIds": [ "eu-ai-office-gpai-guidelines" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "editorial-analysis", "evidenceNote": "Briefing field inherits the entry source.", "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "eu-ai-office-gpai-guidelines" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "eu-ai-office-gpai-guidelines", "title": "European AI Office Implementation Rules for Systemic GPAI Models", "publisher": "European Commission AI Office", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:executiveBriefing.4.whatHappened", "path": "executiveBriefing.4.whatHappened", "section": "executive-briefing", "kind": "factual", "critical": true, "text": "European authorities finalized technical rules under Regulation (EU) 2024/1689 establishing mandatory notifications by November 15, 2026 and certified audits by March 1, 2027 for models trained with >10^25 FLOPs, while NIST issued AI 600-2 for autonomous agents.", "sourceIds": [ "eu-ai-office-gpai-guidelines" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "editorial-analysis", "evidenceNote": "Briefing field inherits the entry source.", "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "eu-ai-office-gpai-guidelines" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "eu-ai-office-gpai-guidelines", "title": "European AI Office Implementation Rules for Systemic GPAI Models", "publisher": "European Commission AI Office", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:executiveBriefing.4.whyItMatters", "path": "executiveBriefing.4.whyItMatters", "section": "executive-briefing", "kind": "analysis", "critical": true, "text": "Transitions governance from voluntary principles to enforceable statutory liability, subjecting non-compliant frontier providers to penalties up to €35M or 7% of global turnover, and mandating sandboxing for agent tool use.", "sourceIds": [ "eu-ai-office-gpai-guidelines" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "editorial-analysis", "evidenceNote": "Briefing field inherits the entry source.", "numericValues": [ "€35", "7%" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "eu-ai-office-gpai-guidelines" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "eu-ai-office-gpai-guidelines", "title": "European AI Office Implementation Rules for Systemic GPAI Models", "publisher": "European Commission AI Office", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:executiveBriefing.4.action", "path": "executiveBriefing.4.action", "section": "executive-briefing", "kind": "recommendation", "critical": false, "text": "Establish audit logging, compute tracking, and deterministic sandbox micro-VMs to satisfy NIST AI 600-2 and EU GPAI verification criteria.", "sourceIds": [ "eu-ai-office-gpai-guidelines" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "editorial-analysis", "evidenceNote": "Briefing field inherits the entry source.", "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "eu-ai-office-gpai-guidelines" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "eu-ai-office-gpai-guidelines", "title": "European AI Office Implementation Rules for Systemic GPAI Models", "publisher": "European Commission AI Office", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:snapshots.0", "path": "snapshots.0", "section": "snapshot-cards", "kind": "structured-summary", "critical": true, "text": "General365 Reasoning: 64.2. Gemini 3.8 Pro. New #1 benchmark record; takes top position on reasoning.", "sourceIds": [ "google-gemini-38-launch" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "google-gemini-38-launch" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "google-gemini-38-launch", "title": "Gemini 3.8 Architecture, Multimodal Latency, and Reasoning Evaluation", "publisher": "Google DeepMind", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:snapshots.1", "path": "snapshots.1", "section": "snapshot-cards", "kind": "structured-summary", "critical": true, "text": "ChatGPT Astra: Rollout. OpenAI Safety Pass. Phased enterprise release with zero-egress sandboxing.", "sourceIds": [ "openai-astra-safety-audit" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "openai-astra-safety-audit" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-astra-safety-audit", "title": "OpenAI Astra Preparedness Evaluation and ChatGPT Enterprise Rollout", "publisher": "OpenAI", "grade": "C", "score": 75, "freshnessStatus": "current", "critical": true } ], "bestGrade": "C", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:snapshots.2", "path": "snapshots.2", "section": "snapshot-cards", "kind": "structured-summary", "critical": true, "text": "SWE-bench Verified: 72.1%. Mistral Large 3. Audited zero-shot pass@1; rises to 74.6% with search tools.", "sourceIds": [ "mistral-large-3-release" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "72.1%", "74.6%" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "mistral-large-3-release" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "mistral-large-3-release", "title": "Mistral Large 3 Architecture Whitepaper and Open Weights", "publisher": "Mistral AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:snapshots.3", "path": "snapshots.3", "section": "snapshot-cards", "kind": "structured-summary", "critical": true, "text": "256k KV Footprint: 18.8 GB. MLA Compression. 72% reduction vs. 67.1 GB uncompressed FP16 cache.", "sourceIds": [ "kv-cache-mla-systems" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "18.8 GB", "256k", "72%", "67.1 GB" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "kv-cache-mla-systems" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "kv-cache-mla-systems", "title": "Multi-Head Latent Attention and 4-Bit PagedAttention Serving Implementations", "publisher": "vLLM Project & TensorRT-LLM", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:models.0", "path": "models.0", "section": "models", "kind": "structured-record", "critical": true, "text": "DeepSeek V4 Pro — released: 2026-08-13; availability: DeepSeek API, app and web; context: 1M; modalities: Text; strength: Long-context reasoning, coding and agent workflows; input price: 0.435; output price: 0.87; cached input price: 0.003625; price currency: USD", "sourceIds": [ "reuters-deepseek-v4-0813-aug13" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "1M", "0.435", "0.87", "0.003625" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "reuters-deepseek-v4-0813-aug13" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "reuters-deepseek-v4-0813-aug13", "title": "DeepSeek releases official V4 Pro model as it steps up expansion", "publisher": "Reuters", "grade": "C", "score": 71, "freshnessStatus": "current", "critical": true } ], "bestGrade": "C", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:models.1", "path": "models.1", "section": "models", "kind": "structured-record", "critical": true, "text": "Anthropic Claude Opus 5 — released: 2026-07-24; availability: Anthropic API, Amazon Bedrock, Google Cloud and Microsoft Foundry; context: 1M; modalities: Text and image input; text output; strength: Long-horizon reasoning, interactive agent work and complex professional tasks; input price: 5; output price: 25; price currency: USD", "sourceIds": [ "anthropic-models-overview-aug9" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "1M", "5", "25" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "anthropic-models-overview-aug9" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "anthropic-models-overview-aug9", "title": "Claude models overview", "publisher": "Anthropic", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:models.2", "path": "models.2", "section": "models", "kind": "structured-record", "critical": true, "text": "OpenAI GPT-5.6 Sol — released: 2026-07-09; availability: API and eligible ChatGPT plans; context: See current model documentation; modalities: Text, vision and tool-enabled workflows; strength: Premium reasoning and agentic work; input price: 5; output price: 30; price currency: USD", "sourceIds": [ "openai-gpt56" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "5", "30" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "openai-gpt56" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:models.3", "path": "models.3", "section": "models", "kind": "structured-record", "critical": true, "text": "OpenAI GPT-5.6 Terra — released: 2026-07-09; availability: API and eligible ChatGPT plans; context: See current model documentation; modalities: Text, vision and tool-enabled workflows; strength: Mid-tier capability and cost balance; input price: 2.5; output price: 15; price currency: USD", "sourceIds": [ "openai-gpt56" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "2.5", "15" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "openai-gpt56" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:models.4", "path": "models.4", "section": "models", "kind": "structured-record", "critical": true, "text": "OpenAI GPT-5.6 Luna — released: 2026-07-09; availability: API and eligible ChatGPT plans; context: See current model documentation; modalities: Text and general assistant workflows; strength: Lowest-cost member of the GPT-5.6 family; input price: 1; output price: 6; price currency: USD", "sourceIds": [ "openai-gpt56" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "1", "6" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "openai-gpt56" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:models.5", "path": "models.5", "section": "models", "kind": "structured-record", "critical": true, "text": "Anthropic Claude Fable 5 — released: 2026-06; availability: Claude and API where available; context: See current model documentation; modalities: Text, vision, coding and long-running agents; strength: Premium long-running agent work; input price: 10; output price: 50; price currency: USD", "sourceIds": [ "anthropic-fable5" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "10", "50" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "anthropic-fable5" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "anthropic-fable5", "title": "Claude Fable 5 and Mythos 5", "publisher": "Anthropic", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:models.6", "path": "models.6", "section": "models", "kind": "structured-record", "critical": true, "text": "xAI Grok 4.5 — released: 2026-07-16; availability: xAI API and Grok products; context: 500K tokens; modalities: Text, code, web/X search and tools; strength: Coding, agentic tasks and cost efficiency; input price: 2; output price: 6; cached input price: 0.3; price currency: USD", "sourceIds": [ "xai-pricing" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "500K", "2", "6", "0.3" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "xai-pricing" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "xai-pricing", "title": "xAI API pricing", "publisher": "xAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:models.7", "path": "models.7", "section": "models", "kind": "structured-record", "critical": true, "text": "Google Gemini 3.5 Flash — released: 2026-05-19; availability: Gemini ecosystem and developer services; context: See current model documentation; modalities: Multimodal, coding and interactive UI generation; strength: Fast agentic and multimodal workflows; price currency: USD", "sourceIds": [ "google-gemini35" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "google-gemini35" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:models.8", "path": "models.8", "section": "models", "kind": "structured-record", "critical": true, "text": "DeepSeek V4 Flash — released: 2026-04-24; availability: DeepSeek API through the explicit deepseek-v4-flash and deepseek-v4-pro model names; legacy aliases are past their retirement deadline.; context: 1M; modalities: Text; strength: Large-context efficiency and open-model ecosystem; input price: 0.14; output price: 0.28; price currency: USD", "sourceIds": [ "deepseek-v4-apr24" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "1M", "0.14", "0.28" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "deepseek-v4-apr24" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "deepseek-v4-apr24", "title": "DeepSeek V4-Pro and V4-Flash release notes", "publisher": "DeepSeek", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:models.9", "path": "models.9", "section": "models", "kind": "structured-record", "critical": true, "text": "Alibaba Cloud Qwen3.7-Max — released: 2026; availability: Alibaba Cloud Model Studio; regional endpoints vary; context: See current Model Studio catalog; modalities: Text, reasoning, coding, tools and structured output; strength: Complex multi-step reasoning and coding in the Qwen ecosystem; price currency: CNY", "sourceIds": [ "alibaba-qwen37" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "alibaba-qwen37" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:models.10", "path": "models.10", "section": "models", "kind": "structured-record", "critical": true, "text": "Moonshot AI Kimi K3 — released: 2026-07; availability: Kimi API platform; region and account eligibility vary; context: 1M tokens; modalities: Text, software engineering, knowledge work, deep reasoning and tool calling; strength: Long-context agentic work and software engineering; input price: 20; output price: 100; cached input price: 2; price currency: CNY", "sourceIds": [ "moonshot-kimi-k3" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "1M", "20", "100", "2" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "moonshot-kimi-k3" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:models.11", "path": "models.11", "section": "models", "kind": "structured-record", "critical": true, "text": "Zhipu AI GLM-5.2 — released: 2026; availability: Zhipu BigModel platform; regional access varies; context: 1M tokens; modalities: Text, reasoning, coding, long-running agents and tools; strength: Long-horizon coding and autonomous agent workflows; price currency: CNY", "sourceIds": [ "zhipu-glm52" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "1M" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "zhipu-glm52" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:models.12", "path": "models.12", "section": "models", "kind": "structured-record", "critical": true, "text": "Baidu ERNIE 5.0 — released: 2026-01; availability: Baidu Qianfan and ERNIE services; international catalog availability varies; context: 128K tokens; modalities: Unified text, image, video and audio understanding/generation; strength: Unified multimodal tasks and Chinese-language applications; input price: 1.4; output price: 5.6; price currency: USD", "sourceIds": [ "baidu-ernie50" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "128K", "1.4", "5.6" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "baidu-ernie50" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "baidu-ernie50", "title": "Baidu Qianfan — ERNIE 5.0 model list and international price", "publisher": "Baidu AI Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:models.13", "path": "models.13", "section": "models", "kind": "structured-record", "critical": true, "text": "ByteDance Doubao Seed 2.1 — released: 2026; availability: Volcengine Ark; regional availability varies; context: See current Volcengine Ark catalog; modalities: General agents, coding and multimodal workflows; strength: Production-oriented agent, coding and multimodal tasks; price currency: CNY", "sourceIds": [ "bytedance-doubao-seed21" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "bytedance-doubao-seed21" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "bytedance-doubao-seed21", "title": "Volcengine Ark — Doubao Seed 2.1 model catalog", "publisher": "ByteDance / Volcengine", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:models.14", "path": "models.14", "section": "models", "kind": "structured-record", "critical": true, "text": "MiniMax MiniMax-M3 — released: 2026-06-01; availability: MiniMax API platform and compatible endpoints; context: 1M tokens; modalities: Text, multimodal chat input, coding, tool use and long-context agents; strength: Agentic reasoning, coding and long-context work; price currency: USD", "sourceIds": [ "minimax-m3" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "1M" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "minimax-m3" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "minimax-m3", "title": "MiniMax API — MiniMax-M3 model release and catalog", "publisher": "MiniMax", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:models.15", "path": "models.15", "section": "models", "kind": "structured-record", "critical": true, "text": "StepFun Step 3.7 Flash — released: 2026; availability: StepFun open platform; regional access varies; context: See current StepFun model catalog; modalities: Multimodal reasoning, visual interaction, coding and agent workflows; strength: Low-cost multimodal reasoning and computer-use style tasks; input price: 1.35; output price: 8.1; cached input price: 0.27; price currency: CNY", "sourceIds": [ "stepfun-37-flash" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "1.35", "8.1", "0.27" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "stepfun-37-flash" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "stepfun-37-flash", "title": "StepFun — Step 3.7 Flash pricing and model documentation", "publisher": "StepFun", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:models.16", "path": "models.16", "section": "models", "kind": "structured-record", "critical": true, "text": "Tencent Hunyuan A13B — released: 2025-06-25; availability: Tencent Cloud Hunyuan / migration path to TokenHub; context: 224K max input; 32K max output; modalities: Text, hybrid reasoning, math, science, long documents and agents; strength: Efficient mixture-of-experts reasoning in the Tencent ecosystem; price currency: CNY", "sourceIds": [ "tencent-hunyuan-a13b" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "224K", "32K" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "tencent-hunyuan-a13b" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "tencent-hunyuan-a13b", "title": "Tencent Cloud — Hunyuan A13B model overview", "publisher": "Tencent Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:models.17", "path": "models.17", "section": "models", "kind": "structured-record", "critical": true, "text": "Alibaba Cloud Qwen-Image-3.0 — released: 2026-07-22; availability: Qwen and Alibaba Cloud ecosystem; verify regional endpoint availability; context: Up to 4.5K-token image instructions; modalities: Text-to-image generation and image editing; strength: Dense layouts, small text, multilingual rendering, interfaces and infographics; price currency: USD", "sourceIds": [ "qwen-image3" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "4.5K" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "qwen-image3" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "qwen-image3", "title": "Qwen-Image-3.0: Rich Content, Authentic Details, Deep Knowledge", "publisher": "Alibaba Cloud / Qwen", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:models.18", "path": "models.18", "section": "models", "kind": "structured-record", "critical": true, "text": "Alibaba Cloud Qwen-Audio-3.0-TTS Flash / Plus — released: 2026-07-21; availability: Alibaba Cloud Model Studio; rollout and regional availability may vary; context: 16-language text-to-speech release; modalities: Text-to-speech, voice cloning, style control and non-verbal tags; strength: Real-time Flash variant and higher-fidelity Plus variant; price currency: USD", "sourceIds": [ "qwen-audio3" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "qwen-audio3" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "qwen-audio3", "title": "Qwen-Audio-3.0-TTS: More Multilingual, Easier to Direct", "publisher": "Alibaba Cloud / Qwen", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:apiPriceComparison.0", "path": "apiPriceComparison.0", "section": "pricing", "kind": "numeric-record", "critical": true, "text": "GPT-5.6 Luna — input: 1; output: 6", "sourceIds": [ "openai-gpt56" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "1", "6" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "openai-gpt56" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:apiPriceComparison.1", "path": "apiPriceComparison.1", "section": "pricing", "kind": "numeric-record", "critical": true, "text": "Grok 4.5 — input: 2; output: 6", "sourceIds": [ "xai-pricing" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "2", "6" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "xai-pricing" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "xai-pricing", "title": "xAI API pricing", "publisher": "xAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:apiPriceComparison.2", "path": "apiPriceComparison.2", "section": "pricing", "kind": "numeric-record", "critical": true, "text": "GPT-5.6 Terra — input: 2.5; output: 15", "sourceIds": [ "openai-gpt56" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "2.5", "15" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "openai-gpt56" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:apiPriceComparison.3", "path": "apiPriceComparison.3", "section": "pricing", "kind": "numeric-record", "critical": true, "text": "GPT-5.6 Sol — input: 5; output: 30", "sourceIds": [ "openai-gpt56" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "5", "30" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "openai-gpt56" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:apiPriceComparison.4", "path": "apiPriceComparison.4", "section": "pricing", "kind": "numeric-record", "critical": true, "text": "Claude Fable 5 — input: 10; output: 50", "sourceIds": [ "anthropic-fable5" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "10", "50" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "anthropic-fable5" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "anthropic-fable5", "title": "Claude Fable 5 and Mythos 5", "publisher": "Anthropic", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:plans.0", "path": "plans.0", "section": "pricing", "kind": "structured-record", "critical": false, "text": "ChatGPT Free / Go / Plus / Pro / Business / Enterprise — provider: OpenAI; plan: ChatGPT Free / Go / Plus / Pro / Business / Enterprise; price: Regional price shown at checkout; feature: Plus includes GPT-5.6 advanced reasoning; exact prices can vary by region.", "sourceIds": [ "openai-chatgpt-pricing" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "openai-chatgpt-pricing" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-chatgpt-pricing", "title": "ChatGPT Plans", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": false } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:plans.1", "path": "plans.1", "section": "pricing", "kind": "structured-record", "critical": false, "text": "Google AI Plus — provider: Google; plan: Google AI Plus; price: $4.99 USD/month; feature: 400GB storage and expanded Gemini access; availability and local tax vary.", "sourceIds": [ "google-ai-plans" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "$4.99", "400GB" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "google-ai-plans" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "google-ai-plans", "title": "Google AI plans", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": false } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:plans.2", "path": "plans.2", "section": "pricing", "kind": "structured-record", "critical": false, "text": "Google AI Pro — provider: Google; plan: Google AI Pro; price: $19.99 USD/month; feature: 5TB storage and higher access to Gemini tools; availability and local tax vary.", "sourceIds": [ "google-ai-plans" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "$19.99", "5TB" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "google-ai-plans" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "google-ai-plans", "title": "Google AI plans", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": false } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:plans.3", "path": "plans.3", "section": "pricing", "kind": "structured-record", "critical": false, "text": "Claude Pro — provider: Anthropic; plan: Claude Pro; price: Verify current regional checkout; feature: Individual paid tier with higher usage and access to current Claude models where available.", "sourceIds": [ "anthropic-claude" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "anthropic-claude" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "anthropic-claude", "title": "Claude product overview", "publisher": "Anthropic", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": false } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:plans.4", "path": "plans.4", "section": "pricing", "kind": "structured-record", "critical": false, "text": "Claude Max — provider: Anthropic; plan: Claude Max; price: Verify current regional checkout; feature: Higher individual usage tiers for heavier Claude users where available.", "sourceIds": [ "anthropic-claude" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "anthropic-claude" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "anthropic-claude", "title": "Claude product overview", "publisher": "Anthropic", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": false } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:plans.5", "path": "plans.5", "section": "pricing", "kind": "structured-record", "critical": false, "text": "Copilot Pro — provider: Microsoft; plan: Copilot Pro; price: $20 USD/user/month; feature: Preferred access to advanced models and Copilot features in supported Microsoft 365 apps.", "sourceIds": [ "microsoft-copilot-pro" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "$20" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "microsoft-copilot-pro" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "microsoft-copilot-pro", "title": "Microsoft Copilot Pro plan and pricing", "publisher": "Microsoft", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": false } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:plans.6", "path": "plans.6", "section": "pricing", "kind": "structured-record", "critical": false, "text": "Standard / Pro / Max / Education Pro — provider: Perplexity; plan: Standard / Pro / Max / Education Pro; price: Education Pro: $10/month with verification; verify other paid tiers; feature: Individual plans range from free search to higher-limit Pro and Max tiers; eligibility and regional terms vary.", "sourceIds": [ "perplexity-plans" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "$10" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "perplexity-plans" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "perplexity-plans", "title": "Which Perplexity subscription plan is right for you?", "publisher": "Perplexity Support", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": false } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:plans.7", "path": "plans.7", "section": "pricing", "kind": "structured-record", "critical": false, "text": "Grok premium plans — provider: xAI; plan: Grok premium plans; price: Verify current checkout; feature: Plan names, billing terms and regional availability can change; use the official product page.", "sourceIds": [ "xai-grok-plans" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "xai-grok-plans" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "xai-grok-plans", "title": "Grok product and plan page", "publisher": "xAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": false } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:promotions.0", "path": "promotions.0", "section": "pricing", "kind": "structured-record", "critical": false, "text": "Microsoft 365 Copilot Business promotional pricing — provider: Microsoft; title: Microsoft 365 Copilot Business promotional pricing; offer: First-year discount available through September 30, 2026; detail: Microsoft lists promotional pricing for eligible Microsoft 365 Copilot Business plans and add-ons. Discount levels vary by selected plan.; eligibility: Eligible Microsoft 365 business customers; annual commitment and other terms apply.", "sourceIds": [ "microsoft-copilot-business-promo" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "microsoft-copilot-business-promo" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "microsoft-copilot-business-promo", "title": "Microsoft 365 Copilot plans and promotional pricing", "publisher": "Microsoft", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": false } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:promotions.1", "path": "promotions.1", "section": "pricing", "kind": "structured-record", "critical": false, "text": "Claude Sonnet 5 introductory API pricing — provider: Anthropic; title: Claude Sonnet 5 introductory API pricing; offer: $2 input / $10 output per 1M tokens through August 31, 2026; detail: Anthropic says standard pricing changes to $3 input and $15 output per million tokens after the introductory period.; eligibility: Claude API usage under Anthropic’s published terms and regional availability.", "sourceIds": [ "anthropic-sonnet5" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "$2", "$10", "1M", "$3", "$15" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "anthropic-sonnet5" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "anthropic-sonnet5", "title": "Introducing Claude Sonnet 5", "publisher": "Anthropic", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": false } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:freeTiers.0", "path": "freeTiers.0", "section": "pricing", "kind": "structured-record", "critical": false, "text": "ChatGPT Free / Go / Plus / Pro / Business / Enterprise — provider: OpenAI; product: ChatGPT Free / Go / Plus / Pro / Business / Enterprise; price: Free tier included in plan family; limit: Not separately quantified in this edition; availability: Regional availability and account eligibility may vary; feature: Plus includes GPT-5.6 advanced reasoning; exact prices can vary by region.", "sourceIds": [ "openai-chatgpt-pricing" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "openai-chatgpt-pricing" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-chatgpt-pricing", "title": "ChatGPT Plans", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": false } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:freeTiers.1", "path": "freeTiers.1", "section": "pricing", "kind": "structured-record", "critical": false, "text": "Standard / Pro / Max / Education Pro — provider: Perplexity; product: Standard / Pro / Max / Education Pro; price: Free tier included in plan family; limit: Not separately quantified in this edition; availability: Regional availability and account eligibility may vary; feature: Individual plans range from free search to higher-limit Pro and Max tiers; eligibility and regional terms vary.", "sourceIds": [ "perplexity-plans" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "perplexity-plans" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "perplexity-plans", "title": "Which Perplexity subscription plan is right for you?", "publisher": "Perplexity Support", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": false } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:hardware.0", "path": "hardware.0", "section": "hardware", "kind": "structured-record", "critical": false, "text": "NVIDIA GeForce RTX 5090 — category: Desktop GPU; product: NVIDIA GeForce RTX 5090; price: $1,999 launch MSRP; memory: 32GB GDDR7; local fit: Large local models and high-end generation", "sourceIds": [ "nvidia-rtx50" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "$1,999", "32GB" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "nvidia-rtx50" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "nvidia-rtx50", "title": "GeForce RTX 50 Series announcement", "publisher": "NVIDIA", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": false } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:hardware.1", "path": "hardware.1", "section": "hardware", "kind": "structured-record", "critical": false, "text": "NVIDIA GeForce RTX 5080 — category: Desktop GPU; product: NVIDIA GeForce RTX 5080; price: $999 launch MSRP; memory: 16GB GDDR7; local fit: Strong generation and mid-sized quantized models", "sourceIds": [ "nvidia-rtx50" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "$999", "16GB" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "nvidia-rtx50" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "nvidia-rtx50", "title": "GeForce RTX 50 Series announcement", "publisher": "NVIDIA", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": false } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:hardware.2", "path": "hardware.2", "section": "hardware", "kind": "structured-record", "critical": false, "text": "NVIDIA GeForce RTX 5070 — category: Desktop GPU; product: NVIDIA GeForce RTX 5070; price: $549 launch MSRP; memory: 12GB GDDR7; local fit: Entry enthusiast local AI and image generation", "sourceIds": [ "nvidia-rtx5070" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "$549", "12GB" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "nvidia-rtx5070" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "nvidia-rtx5070", "title": "GeForce RTX 5070", "publisher": "NVIDIA", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:hardware.3", "path": "hardware.3", "section": "hardware", "kind": "structured-record", "critical": false, "text": "NVIDIA GeForce RTX 5050 — category: Desktop GPU; product: NVIDIA GeForce RTX 5050; price: Starting at $249; memory: Verify exact board configuration; local fit: Budget AI acceleration and smaller models", "sourceIds": [ "nvidia-rtx5050" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "$249" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "nvidia-rtx5050" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "nvidia-rtx5050", "title": "GeForce RTX 5050 announcement", "publisher": "NVIDIA", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": false } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:hardware.4", "path": "hardware.4", "section": "hardware", "kind": "structured-record", "critical": false, "text": "AMD Ryzen AI Halo Developer Platform — category: Compact developer system; product: AMD Ryzen AI Halo Developer Platform; price: $3,999 retail reference; memory: 128GB LPDDR5x unified memory; local fit: Large-memory local AI development without a discrete 32GB GPU", "sourceIds": [ "amd-halo" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "$3,999", "128GB", "32GB" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "amd-halo" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "amd-halo", "title": "Ryzen AI Halo Developer Platform", "publisher": "AMD / Micro Center", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": false } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:hardware.5", "path": "hardware.5", "section": "hardware", "kind": "structured-record", "critical": false, "text": "Apple MacBook Pro with M5 Pro — category: Laptop; product: Apple MacBook Pro with M5 Pro; price: 14-inch from $2,199; memory: Configurable unified memory; local fit: Portable local inference and creative work", "sourceIds": [ "apple-m5pro" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "$2,199" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "apple-m5pro" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "apple-m5pro", "title": "MacBook Pro with M5 Pro and M5 Max", "publisher": "Apple", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": false } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:hardware.6", "path": "hardware.6", "section": "hardware", "kind": "structured-record", "critical": false, "text": "Apple MacBook Neo — category: Entry laptop; product: Apple MacBook Neo; price: From $599; memory: 8GB unified memory; local fit: Cloud AI and very small local workloads", "sourceIds": [ "apple-neo" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "$599", "8GB" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "apple-neo" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "apple-neo", "title": "MacBook Neo", "publisher": "Apple", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": false } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:openModels.0", "path": "openModels.0", "section": "open-models", "kind": "structured-record", "critical": false, "text": "DeepSeek V4-Pro Preview — model: DeepSeek V4-Pro Preview", "sourceIds": [ "deepseek-v4" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "deepseek-v4" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "deepseek-v4", "title": "DeepSeek V4 Preview", "publisher": "DeepSeek", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:openModels.1", "path": "openModels.1", "section": "open-models", "kind": "structured-record", "critical": false, "text": "DeepSeek V4-Flash Preview — model: DeepSeek V4-Flash Preview", "sourceIds": [ "deepseek-v4" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "deepseek-v4" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "deepseek-v4", "title": "DeepSeek V4 Preview", "publisher": "DeepSeek", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:openModels.2", "path": "openModels.2", "section": "open-models", "kind": "structured-record", "critical": false, "text": "Grok Build 0.1 — model: Grok Build 0.1", "sourceIds": [ "xai-grok-build" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "xai-grok-build" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "xai-grok-build", "title": "Grok Build release", "publisher": "xAI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:markets.0", "path": "markets.0", "section": "markets", "kind": "numeric-record", "critical": true, "text": "SPX S&P 500: 7798.99, 0.65% at 2026-08-13T16:00:00-04:00", "sourceIds": [ "ap-us-markets-aug13" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "7798.99", "0.65", "0.65%", "00:00", "04:00" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "ap-us-markets-aug13" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "ap-us-markets-aug13", "title": "How major U.S. stock indexes fared Thursday 8/13/2026", "publisher": "Associated Press", "grade": "D", "score": 55, "freshnessStatus": "expired", "critical": true } ], "bestGrade": "D", "worstGrade": "D", "coverage": { "status": "weak", "reason": "Every attached source is below the preferred evidence-quality threshold." } }, { "id": "claim:markets.1", "path": "markets.1", "section": "markets", "kind": "numeric-record", "critical": true, "text": "DJI Dow Jones Industrial Average: 53839.99, 0.13% at 2026-08-13T16:00:00-04:00", "sourceIds": [ "ap-us-markets-aug13" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "53839.99", "0.13", "0.13%", "00:00", "04:00" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "ap-us-markets-aug13" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "ap-us-markets-aug13", "title": "How major U.S. stock indexes fared Thursday 8/13/2026", "publisher": "Associated Press", "grade": "D", "score": 55, "freshnessStatus": "expired", "critical": true } ], "bestGrade": "D", "worstGrade": "D", "coverage": { "status": "weak", "reason": "Every attached source is below the preferred evidence-quality threshold." } }, { "id": "claim:markets.2", "path": "markets.2", "section": "markets", "kind": "numeric-record", "critical": true, "text": "IXIC Nasdaq Composite: 26803.03, 0.81% at 2026-08-13T16:00:00-04:00", "sourceIds": [ "ap-us-markets-aug13" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "26803.03", "0.81", "0.81%", "00:00", "04:00" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "ap-us-markets-aug13" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "ap-us-markets-aug13", "title": "How major U.S. stock indexes fared Thursday 8/13/2026", "publisher": "Associated Press", "grade": "D", "score": 55, "freshnessStatus": "expired", "critical": true } ], "bestGrade": "D", "worstGrade": "D", "coverage": { "status": "weak", "reason": "Every attached source is below the preferred evidence-quality threshold." } }, { "id": "claim:industry.0", "path": "industry.0", "section": "industry", "kind": "factual", "critical": true, "text": "Google DeepMind Unveils Gemini 3.8 with Sub-180ms Streaming. Gemini 3.8 Flash and Pro introduce native multimodal streaming, 1M context routing, and achieve 64.2 on General365 reasoning.", "sourceIds": [ "google-gemini-38-launch" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "1M" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "google-gemini-38-launch" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "google-gemini-38-launch", "title": "Gemini 3.8 Architecture, Multimodal Latency, and Reasoning Evaluation", "publisher": "Google DeepMind", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:industry.1", "path": "industry.1", "section": "industry", "kind": "factual", "critical": true, "text": "OpenAI Begins Phased ChatGPT Astra Enterprise Rollout After Safety Audit. OpenAI clears Astra for deployment under NIST AI 600-2 sandbox criteria, integrating real-time sensory processing into ChatGPT.", "sourceIds": [ "openai-astra-safety-audit" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "openai-astra-safety-audit" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-astra-safety-audit", "title": "OpenAI Astra Preparedness Evaluation and ChatGPT Enterprise Rollout", "publisher": "OpenAI", "grade": "C", "score": 75, "freshnessStatus": "current", "critical": true } ], "bestGrade": "C", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:industry.2", "path": "industry.2", "section": "industry", "kind": "factual", "critical": true, "text": "EU AI Office Finalizes Systemic GPAI Compliance Guidelines. Binding technical rules set November 15, 2026 notification and March 1, 2027 certified audit deadlines for models trained with >10^25 FLOPs.", "sourceIds": [ "eu-ai-office-gpai-guidelines" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "eu-ai-office-gpai-guidelines" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "eu-ai-office-gpai-guidelines", "title": "European AI Office Implementation Rules for Systemic GPAI Models", "publisher": "European Commission AI Office", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:industry.3", "path": "industry.3", "section": "industry", "kind": "factual", "critical": true, "text": "NIST Releases AI 600-2 Profile for Autonomous Agent Governance. Federal standards profile defines mandatory deterministic sandboxing and cryptographic audit ledgers for autonomous tools in critical sectors.", "sourceIds": [ "nist-ai-600-2-agent-profile" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "nist-ai-600-2-agent-profile" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "nist-ai-600-2-agent-profile", "title": "NIST AI 600-2: Profile for Assessing Autonomous Agent Deployments", "publisher": "US National Institute of Standards and Technology", "grade": "C", "score": 75, "freshnessStatus": "current", "critical": true } ], "bestGrade": "C", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:industry.4", "path": "industry.4", "section": "industry", "kind": "factual", "critical": true, "text": "Specialized ASICs Drive 56% Price Drop in Long-Context Inference. High-density memory ASIC clusters lower token serving costs to $0.14/1M, decoupling batch pricing from GPU cloud rental rates.", "sourceIds": [ "deepseek-kimi-long-context-pricing" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "56%", "$0.14", "1M" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "deepseek-kimi-long-context-pricing" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "deepseek-kimi-long-context-pricing", "title": "DeepSeek and Moonshot Long-Context API Pricing Schedule", "publisher": "DeepSeek Open Platform & Moonshot AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:safetyPolicy.0", "path": "safetyPolicy.0", "section": "safety-policy", "kind": "analysis", "critical": true, "text": "OpenAI Publishes Astra Preparedness Audit and Sandboxing Mandate. Astra satisfies Preparedness Framework Critical cyber boundaries through isolated micro-VM execution with zero egress.", "sourceIds": [ "openai-astra-safety-audit" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "openai-astra-safety-audit" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-astra-safety-audit", "title": "OpenAI Astra Preparedness Evaluation and ChatGPT Enterprise Rollout", "publisher": "OpenAI", "grade": "C", "score": 75, "freshnessStatus": "current", "critical": true } ], "bestGrade": "C", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:safetyPolicy.1", "path": "safetyPolicy.1", "section": "safety-policy", "kind": "analysis", "critical": true, "text": "MIT & CMU Prove Decomposed Semantic Inversion Exploits Long Contexts. Dispersing malicious instructions across 100k+ tokens dilutes attention weights, bypassing frontier RLHF refusal filters with over 80% success.", "sourceIds": [ "mit-cmu-decomposed-semantic-inversion" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [ "100k", "80%" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "mit-cmu-decomposed-semantic-inversion" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "mit-cmu-decomposed-semantic-inversion", "title": "Decomposed Semantic Inversion in Long-Context LLMs", "publisher": "MIT CSAIL & Carnegie Mellon University", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:safetyPolicy.2", "path": "safetyPolicy.2", "section": "safety-policy", "kind": "analysis", "critical": true, "text": "NIST Mandates Micro-VM Isolation for Autonomous Enterprise Agents. NIST AI 600-2 requires ephemeral micro-VM execution sandboxes and state rollbacks for agent actions in regulated industries.", "sourceIds": [ "nist-ai-600-2-agent-profile" ], "citationOrigin": "record-level", "evidenceMode": "direct", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "nist-ai-600-2-agent-profile" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "nist-ai-600-2-agent-profile", "title": "NIST AI 600-2: Profile for Assessing Autonomous Agent Deployments", "publisher": "US National Institute of Standards and Technology", "grade": "C", "score": 75, "freshnessStatus": "current", "critical": true } ], "bestGrade": "C", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmark.disclosure", "path": "benchmark.disclosure", "section": "benchmarks", "kind": "verification-claim", "critical": true, "text": "Model benchmark results on September 7 reflect audited evaluations conducted in isolated execution containers. SWE-bench Verified scores are evaluated on the standardized 500-problem subset with full test harnesses.", "sourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "deepseek-v4", "qwen-audio3", "amd-anthropic", "reuters-aisi-agent-evals-aug5", "arcprize-opus5-jul24", "arcprize-gpt56-jul9", "artificialanalysis-v4flash-aug9", "aisi-test-time-compute", "cvpr-agentsafe-2026", "acl-safeagent-2026", "arxiv-runtime-contract-aug11", "reuters-zai-glm53-aug14", "arxiv-multi-agent-institutions-aug10", "uscc-two-loops-mar23", "reuters-unitree-us-research-aug18", "openai-third-party-cyber-aug4", "jll-emea-dc-aug3", "reuters-aisi-agent-aug20", "arc-anthropic-cot-faithfulness", "llama-3-4-moe-release", "stanford-berkeley-steering", "bird-sql-evaluation-harness", "kv-cache-mla-systems", "mit-cmu-decomposed-semantic-inversion" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": "The absence of a new comparable package is documented against the controlled benchmark source registry.", "numericValues": [], "isNumeric": false, "citationCount": 32, "validSourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "deepseek-v4", "qwen-audio3", "amd-anthropic", "reuters-aisi-agent-evals-aug5", "arcprize-opus5-jul24", "arcprize-gpt56-jul9", "artificialanalysis-v4flash-aug9", "aisi-test-time-compute", "cvpr-agentsafe-2026", "acl-safeagent-2026", "arxiv-runtime-contract-aug11", "reuters-zai-glm53-aug14", "arxiv-multi-agent-institutions-aug10", "uscc-two-loops-mar23", "reuters-unitree-us-research-aug18", "openai-third-party-cyber-aug4", "jll-emea-dc-aug3", "reuters-aisi-agent-aug20", "arc-anthropic-cot-faithfulness", "llama-3-4-moe-release", "stanford-berkeley-steering", "bird-sql-evaluation-harness", "kv-cache-mla-systems", "mit-cmu-decomposed-semantic-inversion" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "xai-grok45", "title": "Grok 4.5", "publisher": "xAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm-ocr", "title": "Zhipu BigModel — GLM-OCR", "publisher": "Zhipu AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "baidu-ernie50", "title": "Baidu Qianfan — ERNIE 5.0 model list and international price", "publisher": "Baidu AI Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "deepseek-v4", "title": "DeepSeek V4 Preview", "publisher": "DeepSeek", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "qwen-audio3", "title": "Qwen-Audio-3.0-TTS: More Multilingual, Easier to Direct", "publisher": "Alibaba Cloud / Qwen", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "amd-anthropic", "title": "AMD and Anthropic announce strategic partnership for up to 2 GW of MI450 Series GPUs", "publisher": "AMD Newsroom", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "reuters-aisi-agent-evals-aug5", "title": "OpenAI, Anthropic AI agents implicated in new security breaches", "publisher": "Reuters", "grade": "C", "score": 71, "freshnessStatus": "current", "critical": false }, { "id": "arcprize-opus5-jul24", "title": "Claude Opus 5 — ARC-AGI results", "publisher": "ARC Prize", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "arcprize-gpt56-jul9", "title": "GPT-5.6 — ARC-AGI results", "publisher": "ARC Prize", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "artificialanalysis-v4flash-aug9", "title": "DeepSeek V4 Flash — independent model analysis", "publisher": "Artificial Analysis", "grade": "C", "score": 71, "freshnessStatus": "current", "critical": false }, { "id": "aisi-test-time-compute", "title": "Measuring AI agents progress on multi-step cyber attack scenarios", "publisher": "UK AI Security Institute", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "cvpr-agentsafe-2026", "title": "AGENTSAFE: Benchmarking the Safety of Embodied Agents on Hazardous Instructions", "publisher": "CVPR 2026", "grade": "B", "score": 85, "freshnessStatus": "current", "critical": false }, { "id": "acl-safeagent-2026", "title": "SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator", "publisher": "ACL 2026", "grade": "B", "score": 85, "freshnessStatus": "current", "critical": false }, { "id": "arxiv-runtime-contract-aug11", "title": "Agent Safety Should Be a Runtime Contract", "publisher": "arXiv", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-zai-glm53-aug14", "title": "China's Z.ai says new model nears Anthropic's Mythos 5 in cyber-defence tests", "publisher": "Reuters", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "arxiv-multi-agent-institutions-aug10", "title": "Multi-Agent AI Safety as an Institutional Design Problem", "publisher": "arXiv", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "uscc-two-loops-mar23", "title": "Two Loops: How China’s Open AI Strategy Reinforces Its Industrial Dominance", "publisher": "U.S.-China Economic and Security Review Commission", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-unitree-us-research-aug18", "title": "How US military funding propelled China’s robot dogs", "publisher": "Reuters", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "openai-third-party-cyber-aug4", "title": "Third-party cyber evaluations involving OpenAI models", "publisher": "OpenAI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "jll-emea-dc-aug3", "title": "EMEA data centre mid-year 2026 report", "publisher": "JLL", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-aisi-agent-aug20", "title": "How a Texas student blew the whistle on a rogue AI hacking attempt", "publisher": "Reuters", "grade": "C", "score": 75, "freshnessStatus": "current", "critical": false }, { "id": "arc-anthropic-cot-faithfulness", "title": "Evaluating Chain-of-Thought Faithfulness Under Outcome Reinforcement Learning", "publisher": "Anthropic Research & Alignment Research Center", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "llama-3-4-moe-release", "title": "Meta Llama 3.4-MoE Weights Release & Speculative Draft Heads", "publisher": "Meta AI / Hugging Face", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "stanford-berkeley-steering", "title": "Deterministic Containment of Autonomous Agent Tool Invocation via Residual Activation Steering", "publisher": "Stanford CRFM & UC Berkeley AI Research", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "bird-sql-evaluation-harness", "title": "BIRD-SQL Cross-Domain Enterprise Relational Database Benchmark Leaderboard", "publisher": "BIRD-SQL Consortium / DAMO", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "kv-cache-mla-systems", "title": "Multi-Head Latent Attention and 4-Bit PagedAttention Serving Implementations", "publisher": "vLLM Project & TensorRT-LLM", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true }, { "id": "mit-cmu-decomposed-semantic-inversion", "title": "Decomposed Semantic Inversion in Long-Context LLMs", "publisher": "MIT CSAIL & Carnegie Mellon University", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmark.items.0", "path": "benchmark.items.0", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "Claude Fable 5 — score: 59.9", "sourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "deepseek-v4", "qwen-audio3", "amd-anthropic", "reuters-aisi-agent-evals-aug5", "arcprize-opus5-jul24", "arcprize-gpt56-jul9", "artificialanalysis-v4flash-aug9", "aisi-test-time-compute", "cvpr-agentsafe-2026", "acl-safeagent-2026", "arxiv-runtime-contract-aug11", "reuters-zai-glm53-aug14", "arxiv-multi-agent-institutions-aug10", "uscc-two-loops-mar23", "reuters-unitree-us-research-aug18", "openai-third-party-cyber-aug4", "jll-emea-dc-aug3", "reuters-aisi-agent-aug20", "arc-anthropic-cot-faithfulness", "llama-3-4-moe-release", "stanford-berkeley-steering", "bird-sql-evaluation-harness", "kv-cache-mla-systems", "mit-cmu-decomposed-semantic-inversion" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "59.9" ], "isNumeric": true, "citationCount": 32, "validSourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "deepseek-v4", "qwen-audio3", "amd-anthropic", "reuters-aisi-agent-evals-aug5", "arcprize-opus5-jul24", "arcprize-gpt56-jul9", "artificialanalysis-v4flash-aug9", "aisi-test-time-compute", "cvpr-agentsafe-2026", "acl-safeagent-2026", "arxiv-runtime-contract-aug11", "reuters-zai-glm53-aug14", "arxiv-multi-agent-institutions-aug10", "uscc-two-loops-mar23", "reuters-unitree-us-research-aug18", "openai-third-party-cyber-aug4", "jll-emea-dc-aug3", "reuters-aisi-agent-aug20", "arc-anthropic-cot-faithfulness", "llama-3-4-moe-release", "stanford-berkeley-steering", "bird-sql-evaluation-harness", "kv-cache-mla-systems", "mit-cmu-decomposed-semantic-inversion" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "xai-grok45", "title": "Grok 4.5", "publisher": "xAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm-ocr", "title": "Zhipu BigModel — GLM-OCR", "publisher": "Zhipu AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "baidu-ernie50", "title": "Baidu Qianfan — ERNIE 5.0 model list and international price", "publisher": "Baidu AI Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "deepseek-v4", "title": "DeepSeek V4 Preview", "publisher": "DeepSeek", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "qwen-audio3", "title": "Qwen-Audio-3.0-TTS: More Multilingual, Easier to Direct", "publisher": "Alibaba Cloud / Qwen", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "amd-anthropic", "title": "AMD and Anthropic announce strategic partnership for up to 2 GW of MI450 Series GPUs", "publisher": "AMD Newsroom", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "reuters-aisi-agent-evals-aug5", "title": "OpenAI, Anthropic AI agents implicated in new security breaches", "publisher": "Reuters", "grade": "C", "score": 71, "freshnessStatus": "current", "critical": false }, { "id": "arcprize-opus5-jul24", "title": "Claude Opus 5 — ARC-AGI results", "publisher": "ARC Prize", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "arcprize-gpt56-jul9", "title": "GPT-5.6 — ARC-AGI results", "publisher": "ARC Prize", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "artificialanalysis-v4flash-aug9", "title": "DeepSeek V4 Flash — independent model analysis", "publisher": "Artificial Analysis", "grade": "C", "score": 71, "freshnessStatus": "current", "critical": false }, { "id": "aisi-test-time-compute", "title": "Measuring AI agents progress on multi-step cyber attack scenarios", "publisher": "UK AI Security Institute", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "cvpr-agentsafe-2026", "title": "AGENTSAFE: Benchmarking the Safety of Embodied Agents on Hazardous Instructions", "publisher": "CVPR 2026", "grade": "B", "score": 85, "freshnessStatus": "current", "critical": false }, { "id": "acl-safeagent-2026", "title": "SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator", "publisher": "ACL 2026", "grade": "B", "score": 85, "freshnessStatus": "current", "critical": false }, { "id": "arxiv-runtime-contract-aug11", "title": "Agent Safety Should Be a Runtime Contract", "publisher": "arXiv", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-zai-glm53-aug14", "title": "China's Z.ai says new model nears Anthropic's Mythos 5 in cyber-defence tests", "publisher": "Reuters", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "arxiv-multi-agent-institutions-aug10", "title": "Multi-Agent AI Safety as an Institutional Design Problem", "publisher": "arXiv", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "uscc-two-loops-mar23", "title": "Two Loops: How China’s Open AI Strategy Reinforces Its Industrial Dominance", "publisher": "U.S.-China Economic and Security Review Commission", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-unitree-us-research-aug18", "title": "How US military funding propelled China’s robot dogs", "publisher": "Reuters", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "openai-third-party-cyber-aug4", "title": "Third-party cyber evaluations involving OpenAI models", "publisher": "OpenAI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "jll-emea-dc-aug3", "title": "EMEA data centre mid-year 2026 report", "publisher": "JLL", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-aisi-agent-aug20", "title": "How a Texas student blew the whistle on a rogue AI hacking attempt", "publisher": "Reuters", "grade": "C", "score": 75, "freshnessStatus": "current", "critical": false }, { "id": "arc-anthropic-cot-faithfulness", "title": "Evaluating Chain-of-Thought Faithfulness Under Outcome Reinforcement Learning", "publisher": "Anthropic Research & Alignment Research Center", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "llama-3-4-moe-release", "title": "Meta Llama 3.4-MoE Weights Release & Speculative Draft Heads", "publisher": "Meta AI / Hugging Face", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "stanford-berkeley-steering", "title": "Deterministic Containment of Autonomous Agent Tool Invocation via Residual Activation Steering", "publisher": "Stanford CRFM & UC Berkeley AI Research", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "bird-sql-evaluation-harness", "title": "BIRD-SQL Cross-Domain Enterprise Relational Database Benchmark Leaderboard", "publisher": "BIRD-SQL Consortium / DAMO", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "kv-cache-mla-systems", "title": "Multi-Head Latent Attention and 4-Bit PagedAttention Serving Implementations", "publisher": "vLLM Project & TensorRT-LLM", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true }, { "id": "mit-cmu-decomposed-semantic-inversion", "title": "Decomposed Semantic Inversion in Long-Context LLMs", "publisher": "MIT CSAIL & Carnegie Mellon University", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmark.items.1", "path": "benchmark.items.1", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.6 Sol — score: 58.9", "sourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "deepseek-v4", "qwen-audio3", "amd-anthropic", "reuters-aisi-agent-evals-aug5", "arcprize-opus5-jul24", "arcprize-gpt56-jul9", "artificialanalysis-v4flash-aug9", "aisi-test-time-compute", "cvpr-agentsafe-2026", "acl-safeagent-2026", "arxiv-runtime-contract-aug11", "reuters-zai-glm53-aug14", "arxiv-multi-agent-institutions-aug10", "uscc-two-loops-mar23", "reuters-unitree-us-research-aug18", "openai-third-party-cyber-aug4", "jll-emea-dc-aug3", "reuters-aisi-agent-aug20", "arc-anthropic-cot-faithfulness", "llama-3-4-moe-release", "stanford-berkeley-steering", "bird-sql-evaluation-harness", "kv-cache-mla-systems", "mit-cmu-decomposed-semantic-inversion" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "58.9" ], "isNumeric": true, "citationCount": 32, "validSourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "deepseek-v4", "qwen-audio3", "amd-anthropic", "reuters-aisi-agent-evals-aug5", "arcprize-opus5-jul24", "arcprize-gpt56-jul9", "artificialanalysis-v4flash-aug9", "aisi-test-time-compute", "cvpr-agentsafe-2026", "acl-safeagent-2026", "arxiv-runtime-contract-aug11", "reuters-zai-glm53-aug14", "arxiv-multi-agent-institutions-aug10", "uscc-two-loops-mar23", "reuters-unitree-us-research-aug18", "openai-third-party-cyber-aug4", "jll-emea-dc-aug3", "reuters-aisi-agent-aug20", "arc-anthropic-cot-faithfulness", "llama-3-4-moe-release", "stanford-berkeley-steering", "bird-sql-evaluation-harness", "kv-cache-mla-systems", "mit-cmu-decomposed-semantic-inversion" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "xai-grok45", "title": "Grok 4.5", "publisher": "xAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm-ocr", "title": "Zhipu BigModel — GLM-OCR", "publisher": "Zhipu AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "baidu-ernie50", "title": "Baidu Qianfan — ERNIE 5.0 model list and international price", "publisher": "Baidu AI Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "deepseek-v4", "title": "DeepSeek V4 Preview", "publisher": "DeepSeek", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "qwen-audio3", "title": "Qwen-Audio-3.0-TTS: More Multilingual, Easier to Direct", "publisher": "Alibaba Cloud / Qwen", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "amd-anthropic", "title": "AMD and Anthropic announce strategic partnership for up to 2 GW of MI450 Series GPUs", "publisher": "AMD Newsroom", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "reuters-aisi-agent-evals-aug5", "title": "OpenAI, Anthropic AI agents implicated in new security breaches", "publisher": "Reuters", "grade": "C", "score": 71, "freshnessStatus": "current", "critical": false }, { "id": "arcprize-opus5-jul24", "title": "Claude Opus 5 — ARC-AGI results", "publisher": "ARC Prize", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "arcprize-gpt56-jul9", "title": "GPT-5.6 — ARC-AGI results", "publisher": "ARC Prize", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "artificialanalysis-v4flash-aug9", "title": "DeepSeek V4 Flash — independent model analysis", "publisher": "Artificial Analysis", "grade": "C", "score": 71, "freshnessStatus": "current", "critical": false }, { "id": "aisi-test-time-compute", "title": "Measuring AI agents progress on multi-step cyber attack scenarios", "publisher": "UK AI Security Institute", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "cvpr-agentsafe-2026", "title": "AGENTSAFE: Benchmarking the Safety of Embodied Agents on Hazardous Instructions", "publisher": "CVPR 2026", "grade": "B", "score": 85, "freshnessStatus": "current", "critical": false }, { "id": "acl-safeagent-2026", "title": "SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator", "publisher": "ACL 2026", "grade": "B", "score": 85, "freshnessStatus": "current", "critical": false }, { "id": "arxiv-runtime-contract-aug11", "title": "Agent Safety Should Be a Runtime Contract", "publisher": "arXiv", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-zai-glm53-aug14", "title": "China's Z.ai says new model nears Anthropic's Mythos 5 in cyber-defence tests", "publisher": "Reuters", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "arxiv-multi-agent-institutions-aug10", "title": "Multi-Agent AI Safety as an Institutional Design Problem", "publisher": "arXiv", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "uscc-two-loops-mar23", "title": "Two Loops: How China’s Open AI Strategy Reinforces Its Industrial Dominance", "publisher": "U.S.-China Economic and Security Review Commission", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-unitree-us-research-aug18", "title": "How US military funding propelled China’s robot dogs", "publisher": "Reuters", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "openai-third-party-cyber-aug4", "title": "Third-party cyber evaluations involving OpenAI models", "publisher": "OpenAI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "jll-emea-dc-aug3", "title": "EMEA data centre mid-year 2026 report", "publisher": "JLL", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-aisi-agent-aug20", "title": "How a Texas student blew the whistle on a rogue AI hacking attempt", "publisher": "Reuters", "grade": "C", "score": 75, "freshnessStatus": "current", "critical": false }, { "id": "arc-anthropic-cot-faithfulness", "title": "Evaluating Chain-of-Thought Faithfulness Under Outcome Reinforcement Learning", "publisher": "Anthropic Research & Alignment Research Center", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "llama-3-4-moe-release", "title": "Meta Llama 3.4-MoE Weights Release & Speculative Draft Heads", "publisher": "Meta AI / Hugging Face", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "stanford-berkeley-steering", "title": "Deterministic Containment of Autonomous Agent Tool Invocation via Residual Activation Steering", "publisher": "Stanford CRFM & UC Berkeley AI Research", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "bird-sql-evaluation-harness", "title": "BIRD-SQL Cross-Domain Enterprise Relational Database Benchmark Leaderboard", "publisher": "BIRD-SQL Consortium / DAMO", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "kv-cache-mla-systems", "title": "Multi-Head Latent Attention and 4-Bit PagedAttention Serving Implementations", "publisher": "vLLM Project & TensorRT-LLM", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true }, { "id": "mit-cmu-decomposed-semantic-inversion", "title": "Decomposed Semantic Inversion in Long-Context LLMs", "publisher": "MIT CSAIL & Carnegie Mellon University", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmark.items.2", "path": "benchmark.items.2", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "Claude Opus 4.8 — score: 55.7", "sourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "deepseek-v4", "qwen-audio3", "amd-anthropic", "reuters-aisi-agent-evals-aug5", "arcprize-opus5-jul24", "arcprize-gpt56-jul9", "artificialanalysis-v4flash-aug9", "aisi-test-time-compute", "cvpr-agentsafe-2026", "acl-safeagent-2026", "arxiv-runtime-contract-aug11", "reuters-zai-glm53-aug14", "arxiv-multi-agent-institutions-aug10", "uscc-two-loops-mar23", "reuters-unitree-us-research-aug18", "openai-third-party-cyber-aug4", "jll-emea-dc-aug3", "reuters-aisi-agent-aug20", "arc-anthropic-cot-faithfulness", "llama-3-4-moe-release", "stanford-berkeley-steering", "bird-sql-evaluation-harness", "kv-cache-mla-systems", "mit-cmu-decomposed-semantic-inversion" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "55.7" ], "isNumeric": true, "citationCount": 32, "validSourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "deepseek-v4", "qwen-audio3", "amd-anthropic", "reuters-aisi-agent-evals-aug5", "arcprize-opus5-jul24", "arcprize-gpt56-jul9", "artificialanalysis-v4flash-aug9", "aisi-test-time-compute", "cvpr-agentsafe-2026", "acl-safeagent-2026", "arxiv-runtime-contract-aug11", "reuters-zai-glm53-aug14", "arxiv-multi-agent-institutions-aug10", "uscc-two-loops-mar23", "reuters-unitree-us-research-aug18", "openai-third-party-cyber-aug4", "jll-emea-dc-aug3", "reuters-aisi-agent-aug20", "arc-anthropic-cot-faithfulness", "llama-3-4-moe-release", "stanford-berkeley-steering", "bird-sql-evaluation-harness", "kv-cache-mla-systems", "mit-cmu-decomposed-semantic-inversion" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "xai-grok45", "title": "Grok 4.5", "publisher": "xAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm-ocr", "title": "Zhipu BigModel — GLM-OCR", "publisher": "Zhipu AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "baidu-ernie50", "title": "Baidu Qianfan — ERNIE 5.0 model list and international price", "publisher": "Baidu AI Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "deepseek-v4", "title": "DeepSeek V4 Preview", "publisher": "DeepSeek", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "qwen-audio3", "title": "Qwen-Audio-3.0-TTS: More Multilingual, Easier to Direct", "publisher": "Alibaba Cloud / Qwen", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "amd-anthropic", "title": "AMD and Anthropic announce strategic partnership for up to 2 GW of MI450 Series GPUs", "publisher": "AMD Newsroom", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "reuters-aisi-agent-evals-aug5", "title": "OpenAI, Anthropic AI agents implicated in new security breaches", "publisher": "Reuters", "grade": "C", "score": 71, "freshnessStatus": "current", "critical": false }, { "id": "arcprize-opus5-jul24", "title": "Claude Opus 5 — ARC-AGI results", "publisher": "ARC Prize", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "arcprize-gpt56-jul9", "title": "GPT-5.6 — ARC-AGI results", "publisher": "ARC Prize", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "artificialanalysis-v4flash-aug9", "title": "DeepSeek V4 Flash — independent model analysis", "publisher": "Artificial Analysis", "grade": "C", "score": 71, "freshnessStatus": "current", "critical": false }, { "id": "aisi-test-time-compute", "title": "Measuring AI agents progress on multi-step cyber attack scenarios", "publisher": "UK AI Security Institute", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "cvpr-agentsafe-2026", "title": "AGENTSAFE: Benchmarking the Safety of Embodied Agents on Hazardous Instructions", "publisher": "CVPR 2026", "grade": "B", "score": 85, "freshnessStatus": "current", "critical": false }, { "id": "acl-safeagent-2026", "title": "SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator", "publisher": "ACL 2026", "grade": "B", "score": 85, "freshnessStatus": "current", "critical": false }, { "id": "arxiv-runtime-contract-aug11", "title": "Agent Safety Should Be a Runtime Contract", "publisher": "arXiv", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-zai-glm53-aug14", "title": "China's Z.ai says new model nears Anthropic's Mythos 5 in cyber-defence tests", "publisher": "Reuters", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "arxiv-multi-agent-institutions-aug10", "title": "Multi-Agent AI Safety as an Institutional Design Problem", "publisher": "arXiv", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "uscc-two-loops-mar23", "title": "Two Loops: How China’s Open AI Strategy Reinforces Its Industrial Dominance", "publisher": "U.S.-China Economic and Security Review Commission", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-unitree-us-research-aug18", "title": "How US military funding propelled China’s robot dogs", "publisher": "Reuters", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "openai-third-party-cyber-aug4", "title": "Third-party cyber evaluations involving OpenAI models", "publisher": "OpenAI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "jll-emea-dc-aug3", "title": "EMEA data centre mid-year 2026 report", "publisher": "JLL", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-aisi-agent-aug20", "title": "How a Texas student blew the whistle on a rogue AI hacking attempt", "publisher": "Reuters", "grade": "C", "score": 75, "freshnessStatus": "current", "critical": false }, { "id": "arc-anthropic-cot-faithfulness", "title": "Evaluating Chain-of-Thought Faithfulness Under Outcome Reinforcement Learning", "publisher": "Anthropic Research & Alignment Research Center", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "llama-3-4-moe-release", "title": "Meta Llama 3.4-MoE Weights Release & Speculative Draft Heads", "publisher": "Meta AI / Hugging Face", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "stanford-berkeley-steering", "title": "Deterministic Containment of Autonomous Agent Tool Invocation via Residual Activation Steering", "publisher": "Stanford CRFM & UC Berkeley AI Research", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "bird-sql-evaluation-harness", "title": "BIRD-SQL Cross-Domain Enterprise Relational Database Benchmark Leaderboard", "publisher": "BIRD-SQL Consortium / DAMO", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "kv-cache-mla-systems", "title": "Multi-Head Latent Attention and 4-Bit PagedAttention Serving Implementations", "publisher": "vLLM Project & TensorRT-LLM", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true }, { "id": "mit-cmu-decomposed-semantic-inversion", "title": "Decomposed Semantic Inversion in Long-Context LLMs", "publisher": "MIT CSAIL & Carnegie Mellon University", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmark.items.3", "path": "benchmark.items.3", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.5 — score: 54.8", "sourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "deepseek-v4", "qwen-audio3", "amd-anthropic", "reuters-aisi-agent-evals-aug5", "arcprize-opus5-jul24", "arcprize-gpt56-jul9", "artificialanalysis-v4flash-aug9", "aisi-test-time-compute", "cvpr-agentsafe-2026", "acl-safeagent-2026", "arxiv-runtime-contract-aug11", "reuters-zai-glm53-aug14", "arxiv-multi-agent-institutions-aug10", "uscc-two-loops-mar23", "reuters-unitree-us-research-aug18", "openai-third-party-cyber-aug4", "jll-emea-dc-aug3", "reuters-aisi-agent-aug20", "arc-anthropic-cot-faithfulness", "llama-3-4-moe-release", "stanford-berkeley-steering", "bird-sql-evaluation-harness", "kv-cache-mla-systems", "mit-cmu-decomposed-semantic-inversion" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "54.8" ], "isNumeric": true, "citationCount": 32, "validSourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "deepseek-v4", "qwen-audio3", "amd-anthropic", "reuters-aisi-agent-evals-aug5", "arcprize-opus5-jul24", "arcprize-gpt56-jul9", "artificialanalysis-v4flash-aug9", "aisi-test-time-compute", "cvpr-agentsafe-2026", "acl-safeagent-2026", "arxiv-runtime-contract-aug11", "reuters-zai-glm53-aug14", "arxiv-multi-agent-institutions-aug10", "uscc-two-loops-mar23", "reuters-unitree-us-research-aug18", "openai-third-party-cyber-aug4", "jll-emea-dc-aug3", "reuters-aisi-agent-aug20", "arc-anthropic-cot-faithfulness", "llama-3-4-moe-release", "stanford-berkeley-steering", "bird-sql-evaluation-harness", "kv-cache-mla-systems", "mit-cmu-decomposed-semantic-inversion" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "xai-grok45", "title": "Grok 4.5", "publisher": "xAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm-ocr", "title": "Zhipu BigModel — GLM-OCR", "publisher": "Zhipu AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "baidu-ernie50", "title": "Baidu Qianfan — ERNIE 5.0 model list and international price", "publisher": "Baidu AI Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "deepseek-v4", "title": "DeepSeek V4 Preview", "publisher": "DeepSeek", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "qwen-audio3", "title": "Qwen-Audio-3.0-TTS: More Multilingual, Easier to Direct", "publisher": "Alibaba Cloud / Qwen", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "amd-anthropic", "title": "AMD and Anthropic announce strategic partnership for up to 2 GW of MI450 Series GPUs", "publisher": "AMD Newsroom", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "reuters-aisi-agent-evals-aug5", "title": "OpenAI, Anthropic AI agents implicated in new security breaches", "publisher": "Reuters", "grade": "C", "score": 71, "freshnessStatus": "current", "critical": false }, { "id": "arcprize-opus5-jul24", "title": "Claude Opus 5 — ARC-AGI results", "publisher": "ARC Prize", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "arcprize-gpt56-jul9", "title": "GPT-5.6 — ARC-AGI results", "publisher": "ARC Prize", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "artificialanalysis-v4flash-aug9", "title": "DeepSeek V4 Flash — independent model analysis", "publisher": "Artificial Analysis", "grade": "C", "score": 71, "freshnessStatus": "current", "critical": false }, { "id": "aisi-test-time-compute", "title": "Measuring AI agents progress on multi-step cyber attack scenarios", "publisher": "UK AI Security Institute", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "cvpr-agentsafe-2026", "title": "AGENTSAFE: Benchmarking the Safety of Embodied Agents on Hazardous Instructions", "publisher": "CVPR 2026", "grade": "B", "score": 85, "freshnessStatus": "current", "critical": false }, { "id": "acl-safeagent-2026", "title": "SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator", "publisher": "ACL 2026", "grade": "B", "score": 85, "freshnessStatus": "current", "critical": false }, { "id": "arxiv-runtime-contract-aug11", "title": "Agent Safety Should Be a Runtime Contract", "publisher": "arXiv", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-zai-glm53-aug14", "title": "China's Z.ai says new model nears Anthropic's Mythos 5 in cyber-defence tests", "publisher": "Reuters", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "arxiv-multi-agent-institutions-aug10", "title": "Multi-Agent AI Safety as an Institutional Design Problem", "publisher": "arXiv", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "uscc-two-loops-mar23", "title": "Two Loops: How China’s Open AI Strategy Reinforces Its Industrial Dominance", "publisher": "U.S.-China Economic and Security Review Commission", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-unitree-us-research-aug18", "title": "How US military funding propelled China’s robot dogs", "publisher": "Reuters", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "openai-third-party-cyber-aug4", "title": "Third-party cyber evaluations involving OpenAI models", "publisher": "OpenAI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "jll-emea-dc-aug3", "title": "EMEA data centre mid-year 2026 report", "publisher": "JLL", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-aisi-agent-aug20", "title": "How a Texas student blew the whistle on a rogue AI hacking attempt", "publisher": "Reuters", "grade": "C", "score": 75, "freshnessStatus": "current", "critical": false }, { "id": "arc-anthropic-cot-faithfulness", "title": "Evaluating Chain-of-Thought Faithfulness Under Outcome Reinforcement Learning", "publisher": "Anthropic Research & Alignment Research Center", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "llama-3-4-moe-release", "title": "Meta Llama 3.4-MoE Weights Release & Speculative Draft Heads", "publisher": "Meta AI / Hugging Face", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "stanford-berkeley-steering", "title": "Deterministic Containment of Autonomous Agent Tool Invocation via Residual Activation Steering", "publisher": "Stanford CRFM & UC Berkeley AI Research", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "bird-sql-evaluation-harness", "title": "BIRD-SQL Cross-Domain Enterprise Relational Database Benchmark Leaderboard", "publisher": "BIRD-SQL Consortium / DAMO", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "kv-cache-mla-systems", "title": "Multi-Head Latent Attention and 4-Bit PagedAttention Serving Implementations", "publisher": "vLLM Project & TensorRT-LLM", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true }, { "id": "mit-cmu-decomposed-semantic-inversion", "title": "Decomposed Semantic Inversion in Long-Context LLMs", "publisher": "MIT CSAIL & Carnegie Mellon University", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmark.items.4", "path": "benchmark.items.4", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.6 Terra — score: 55", "sourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "deepseek-v4", "qwen-audio3", "amd-anthropic", "reuters-aisi-agent-evals-aug5", "arcprize-opus5-jul24", "arcprize-gpt56-jul9", "artificialanalysis-v4flash-aug9", "aisi-test-time-compute", "cvpr-agentsafe-2026", "acl-safeagent-2026", "arxiv-runtime-contract-aug11", "reuters-zai-glm53-aug14", "arxiv-multi-agent-institutions-aug10", "uscc-two-loops-mar23", "reuters-unitree-us-research-aug18", "openai-third-party-cyber-aug4", "jll-emea-dc-aug3", "reuters-aisi-agent-aug20", "arc-anthropic-cot-faithfulness", "llama-3-4-moe-release", "stanford-berkeley-steering", "bird-sql-evaluation-harness", "kv-cache-mla-systems", "mit-cmu-decomposed-semantic-inversion" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "55" ], "isNumeric": true, "citationCount": 32, "validSourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "deepseek-v4", "qwen-audio3", "amd-anthropic", "reuters-aisi-agent-evals-aug5", "arcprize-opus5-jul24", "arcprize-gpt56-jul9", "artificialanalysis-v4flash-aug9", "aisi-test-time-compute", "cvpr-agentsafe-2026", "acl-safeagent-2026", "arxiv-runtime-contract-aug11", "reuters-zai-glm53-aug14", "arxiv-multi-agent-institutions-aug10", "uscc-two-loops-mar23", "reuters-unitree-us-research-aug18", "openai-third-party-cyber-aug4", "jll-emea-dc-aug3", "reuters-aisi-agent-aug20", "arc-anthropic-cot-faithfulness", "llama-3-4-moe-release", "stanford-berkeley-steering", "bird-sql-evaluation-harness", "kv-cache-mla-systems", "mit-cmu-decomposed-semantic-inversion" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "xai-grok45", "title": "Grok 4.5", "publisher": "xAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm-ocr", "title": "Zhipu BigModel — GLM-OCR", "publisher": "Zhipu AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "baidu-ernie50", "title": "Baidu Qianfan — ERNIE 5.0 model list and international price", "publisher": "Baidu AI Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "deepseek-v4", "title": "DeepSeek V4 Preview", "publisher": "DeepSeek", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "qwen-audio3", "title": "Qwen-Audio-3.0-TTS: More Multilingual, Easier to Direct", "publisher": "Alibaba Cloud / Qwen", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "amd-anthropic", "title": "AMD and Anthropic announce strategic partnership for up to 2 GW of MI450 Series GPUs", "publisher": "AMD Newsroom", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "reuters-aisi-agent-evals-aug5", "title": "OpenAI, Anthropic AI agents implicated in new security breaches", "publisher": "Reuters", "grade": "C", "score": 71, "freshnessStatus": "current", "critical": false }, { "id": "arcprize-opus5-jul24", "title": "Claude Opus 5 — ARC-AGI results", "publisher": "ARC Prize", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "arcprize-gpt56-jul9", "title": "GPT-5.6 — ARC-AGI results", "publisher": "ARC Prize", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "artificialanalysis-v4flash-aug9", "title": "DeepSeek V4 Flash — independent model analysis", "publisher": "Artificial Analysis", "grade": "C", "score": 71, "freshnessStatus": "current", "critical": false }, { "id": "aisi-test-time-compute", "title": "Measuring AI agents progress on multi-step cyber attack scenarios", "publisher": "UK AI Security Institute", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "cvpr-agentsafe-2026", "title": "AGENTSAFE: Benchmarking the Safety of Embodied Agents on Hazardous Instructions", "publisher": "CVPR 2026", "grade": "B", "score": 85, "freshnessStatus": "current", "critical": false }, { "id": "acl-safeagent-2026", "title": "SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator", "publisher": "ACL 2026", "grade": "B", "score": 85, "freshnessStatus": "current", "critical": false }, { "id": "arxiv-runtime-contract-aug11", "title": "Agent Safety Should Be a Runtime Contract", "publisher": "arXiv", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-zai-glm53-aug14", "title": "China's Z.ai says new model nears Anthropic's Mythos 5 in cyber-defence tests", "publisher": "Reuters", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "arxiv-multi-agent-institutions-aug10", "title": "Multi-Agent AI Safety as an Institutional Design Problem", "publisher": "arXiv", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "uscc-two-loops-mar23", "title": "Two Loops: How China’s Open AI Strategy Reinforces Its Industrial Dominance", "publisher": "U.S.-China Economic and Security Review Commission", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-unitree-us-research-aug18", "title": "How US military funding propelled China’s robot dogs", "publisher": "Reuters", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "openai-third-party-cyber-aug4", "title": "Third-party cyber evaluations involving OpenAI models", "publisher": "OpenAI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "jll-emea-dc-aug3", "title": "EMEA data centre mid-year 2026 report", "publisher": "JLL", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-aisi-agent-aug20", "title": "How a Texas student blew the whistle on a rogue AI hacking attempt", "publisher": "Reuters", "grade": "C", "score": 75, "freshnessStatus": "current", "critical": false }, { "id": "arc-anthropic-cot-faithfulness", "title": "Evaluating Chain-of-Thought Faithfulness Under Outcome Reinforcement Learning", "publisher": "Anthropic Research & Alignment Research Center", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "llama-3-4-moe-release", "title": "Meta Llama 3.4-MoE Weights Release & Speculative Draft Heads", "publisher": "Meta AI / Hugging Face", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "stanford-berkeley-steering", "title": "Deterministic Containment of Autonomous Agent Tool Invocation via Residual Activation Steering", "publisher": "Stanford CRFM & UC Berkeley AI Research", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "bird-sql-evaluation-harness", "title": "BIRD-SQL Cross-Domain Enterprise Relational Database Benchmark Leaderboard", "publisher": "BIRD-SQL Consortium / DAMO", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "kv-cache-mla-systems", "title": "Multi-Head Latent Attention and 4-Bit PagedAttention Serving Implementations", "publisher": "vLLM Project & TensorRT-LLM", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true }, { "id": "mit-cmu-decomposed-semantic-inversion", "title": "Decomposed Semantic Inversion in Long-Context LLMs", "publisher": "MIT CSAIL & Carnegie Mellon University", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmark.items.5", "path": "benchmark.items.5", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.6 Luna — score: 51.2", "sourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "deepseek-v4", "qwen-audio3", "amd-anthropic", "reuters-aisi-agent-evals-aug5", "arcprize-opus5-jul24", "arcprize-gpt56-jul9", "artificialanalysis-v4flash-aug9", "aisi-test-time-compute", "cvpr-agentsafe-2026", "acl-safeagent-2026", "arxiv-runtime-contract-aug11", "reuters-zai-glm53-aug14", "arxiv-multi-agent-institutions-aug10", "uscc-two-loops-mar23", "reuters-unitree-us-research-aug18", "openai-third-party-cyber-aug4", "jll-emea-dc-aug3", "reuters-aisi-agent-aug20", "arc-anthropic-cot-faithfulness", "llama-3-4-moe-release", "stanford-berkeley-steering", "bird-sql-evaluation-harness", "kv-cache-mla-systems", "mit-cmu-decomposed-semantic-inversion" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "51.2" ], "isNumeric": true, "citationCount": 32, "validSourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "deepseek-v4", "qwen-audio3", "amd-anthropic", "reuters-aisi-agent-evals-aug5", "arcprize-opus5-jul24", "arcprize-gpt56-jul9", "artificialanalysis-v4flash-aug9", "aisi-test-time-compute", "cvpr-agentsafe-2026", "acl-safeagent-2026", "arxiv-runtime-contract-aug11", "reuters-zai-glm53-aug14", "arxiv-multi-agent-institutions-aug10", "uscc-two-loops-mar23", "reuters-unitree-us-research-aug18", "openai-third-party-cyber-aug4", "jll-emea-dc-aug3", "reuters-aisi-agent-aug20", "arc-anthropic-cot-faithfulness", "llama-3-4-moe-release", "stanford-berkeley-steering", "bird-sql-evaluation-harness", "kv-cache-mla-systems", "mit-cmu-decomposed-semantic-inversion" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "xai-grok45", "title": "Grok 4.5", "publisher": "xAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm-ocr", "title": "Zhipu BigModel — GLM-OCR", "publisher": "Zhipu AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "baidu-ernie50", "title": "Baidu Qianfan — ERNIE 5.0 model list and international price", "publisher": "Baidu AI Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "deepseek-v4", "title": "DeepSeek V4 Preview", "publisher": "DeepSeek", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "qwen-audio3", "title": "Qwen-Audio-3.0-TTS: More Multilingual, Easier to Direct", "publisher": "Alibaba Cloud / Qwen", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "amd-anthropic", "title": "AMD and Anthropic announce strategic partnership for up to 2 GW of MI450 Series GPUs", "publisher": "AMD Newsroom", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "reuters-aisi-agent-evals-aug5", "title": "OpenAI, Anthropic AI agents implicated in new security breaches", "publisher": "Reuters", "grade": "C", "score": 71, "freshnessStatus": "current", "critical": false }, { "id": "arcprize-opus5-jul24", "title": "Claude Opus 5 — ARC-AGI results", "publisher": "ARC Prize", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "arcprize-gpt56-jul9", "title": "GPT-5.6 — ARC-AGI results", "publisher": "ARC Prize", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "artificialanalysis-v4flash-aug9", "title": "DeepSeek V4 Flash — independent model analysis", "publisher": "Artificial Analysis", "grade": "C", "score": 71, "freshnessStatus": "current", "critical": false }, { "id": "aisi-test-time-compute", "title": "Measuring AI agents progress on multi-step cyber attack scenarios", "publisher": "UK AI Security Institute", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "cvpr-agentsafe-2026", "title": "AGENTSAFE: Benchmarking the Safety of Embodied Agents on Hazardous Instructions", "publisher": "CVPR 2026", "grade": "B", "score": 85, "freshnessStatus": "current", "critical": false }, { "id": "acl-safeagent-2026", "title": "SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator", "publisher": "ACL 2026", "grade": "B", "score": 85, "freshnessStatus": "current", "critical": false }, { "id": "arxiv-runtime-contract-aug11", "title": "Agent Safety Should Be a Runtime Contract", "publisher": "arXiv", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-zai-glm53-aug14", "title": "China's Z.ai says new model nears Anthropic's Mythos 5 in cyber-defence tests", "publisher": "Reuters", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "arxiv-multi-agent-institutions-aug10", "title": "Multi-Agent AI Safety as an Institutional Design Problem", "publisher": "arXiv", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "uscc-two-loops-mar23", "title": "Two Loops: How China’s Open AI Strategy Reinforces Its Industrial Dominance", "publisher": "U.S.-China Economic and Security Review Commission", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-unitree-us-research-aug18", "title": "How US military funding propelled China’s robot dogs", "publisher": "Reuters", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "openai-third-party-cyber-aug4", "title": "Third-party cyber evaluations involving OpenAI models", "publisher": "OpenAI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "jll-emea-dc-aug3", "title": "EMEA data centre mid-year 2026 report", "publisher": "JLL", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-aisi-agent-aug20", "title": "How a Texas student blew the whistle on a rogue AI hacking attempt", "publisher": "Reuters", "grade": "C", "score": 75, "freshnessStatus": "current", "critical": false }, { "id": "arc-anthropic-cot-faithfulness", "title": "Evaluating Chain-of-Thought Faithfulness Under Outcome Reinforcement Learning", "publisher": "Anthropic Research & Alignment Research Center", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "llama-3-4-moe-release", "title": "Meta Llama 3.4-MoE Weights Release & Speculative Draft Heads", "publisher": "Meta AI / Hugging Face", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "stanford-berkeley-steering", "title": "Deterministic Containment of Autonomous Agent Tool Invocation via Residual Activation Steering", "publisher": "Stanford CRFM & UC Berkeley AI Research", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "bird-sql-evaluation-harness", "title": "BIRD-SQL Cross-Domain Enterprise Relational Database Benchmark Leaderboard", "publisher": "BIRD-SQL Consortium / DAMO", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "kv-cache-mla-systems", "title": "Multi-Head Latent Attention and 4-Bit PagedAttention Serving Implementations", "publisher": "vLLM Project & TensorRT-LLM", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true }, { "id": "mit-cmu-decomposed-semantic-inversion", "title": "Decomposed Semantic Inversion in Long-Context LLMs", "publisher": "MIT CSAIL & Carnegie Mellon University", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmark.items.6", "path": "benchmark.items.6", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "Gemini 3.5 Flash — score: 50.2", "sourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "deepseek-v4", "qwen-audio3", "amd-anthropic", "reuters-aisi-agent-evals-aug5", "arcprize-opus5-jul24", "arcprize-gpt56-jul9", "artificialanalysis-v4flash-aug9", "aisi-test-time-compute", "cvpr-agentsafe-2026", "acl-safeagent-2026", "arxiv-runtime-contract-aug11", "reuters-zai-glm53-aug14", "arxiv-multi-agent-institutions-aug10", "uscc-two-loops-mar23", "reuters-unitree-us-research-aug18", "openai-third-party-cyber-aug4", "jll-emea-dc-aug3", "reuters-aisi-agent-aug20", "arc-anthropic-cot-faithfulness", "llama-3-4-moe-release", "stanford-berkeley-steering", "bird-sql-evaluation-harness", "kv-cache-mla-systems", "mit-cmu-decomposed-semantic-inversion" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "50.2" ], "isNumeric": true, "citationCount": 32, "validSourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "deepseek-v4", "qwen-audio3", "amd-anthropic", "reuters-aisi-agent-evals-aug5", "arcprize-opus5-jul24", "arcprize-gpt56-jul9", "artificialanalysis-v4flash-aug9", "aisi-test-time-compute", "cvpr-agentsafe-2026", "acl-safeagent-2026", "arxiv-runtime-contract-aug11", "reuters-zai-glm53-aug14", "arxiv-multi-agent-institutions-aug10", "uscc-two-loops-mar23", "reuters-unitree-us-research-aug18", "openai-third-party-cyber-aug4", "jll-emea-dc-aug3", "reuters-aisi-agent-aug20", "arc-anthropic-cot-faithfulness", "llama-3-4-moe-release", "stanford-berkeley-steering", "bird-sql-evaluation-harness", "kv-cache-mla-systems", "mit-cmu-decomposed-semantic-inversion" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "xai-grok45", "title": "Grok 4.5", "publisher": "xAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm-ocr", "title": "Zhipu BigModel — GLM-OCR", "publisher": "Zhipu AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "baidu-ernie50", "title": "Baidu Qianfan — ERNIE 5.0 model list and international price", "publisher": "Baidu AI Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "deepseek-v4", "title": "DeepSeek V4 Preview", "publisher": "DeepSeek", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "qwen-audio3", "title": "Qwen-Audio-3.0-TTS: More Multilingual, Easier to Direct", "publisher": "Alibaba Cloud / Qwen", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "amd-anthropic", "title": "AMD and Anthropic announce strategic partnership for up to 2 GW of MI450 Series GPUs", "publisher": "AMD Newsroom", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "reuters-aisi-agent-evals-aug5", "title": "OpenAI, Anthropic AI agents implicated in new security breaches", "publisher": "Reuters", "grade": "C", "score": 71, "freshnessStatus": "current", "critical": false }, { "id": "arcprize-opus5-jul24", "title": "Claude Opus 5 — ARC-AGI results", "publisher": "ARC Prize", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "arcprize-gpt56-jul9", "title": "GPT-5.6 — ARC-AGI results", "publisher": "ARC Prize", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "artificialanalysis-v4flash-aug9", "title": "DeepSeek V4 Flash — independent model analysis", "publisher": "Artificial Analysis", "grade": "C", "score": 71, "freshnessStatus": "current", "critical": false }, { "id": "aisi-test-time-compute", "title": "Measuring AI agents progress on multi-step cyber attack scenarios", "publisher": "UK AI Security Institute", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "cvpr-agentsafe-2026", "title": "AGENTSAFE: Benchmarking the Safety of Embodied Agents on Hazardous Instructions", "publisher": "CVPR 2026", "grade": "B", "score": 85, "freshnessStatus": "current", "critical": false }, { "id": "acl-safeagent-2026", "title": "SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator", "publisher": "ACL 2026", "grade": "B", "score": 85, "freshnessStatus": "current", "critical": false }, { "id": "arxiv-runtime-contract-aug11", "title": "Agent Safety Should Be a Runtime Contract", "publisher": "arXiv", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-zai-glm53-aug14", "title": "China's Z.ai says new model nears Anthropic's Mythos 5 in cyber-defence tests", "publisher": "Reuters", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "arxiv-multi-agent-institutions-aug10", "title": "Multi-Agent AI Safety as an Institutional Design Problem", "publisher": "arXiv", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "uscc-two-loops-mar23", "title": "Two Loops: How China’s Open AI Strategy Reinforces Its Industrial Dominance", "publisher": "U.S.-China Economic and Security Review Commission", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-unitree-us-research-aug18", "title": "How US military funding propelled China’s robot dogs", "publisher": "Reuters", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "openai-third-party-cyber-aug4", "title": "Third-party cyber evaluations involving OpenAI models", "publisher": "OpenAI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "jll-emea-dc-aug3", "title": "EMEA data centre mid-year 2026 report", "publisher": "JLL", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-aisi-agent-aug20", "title": "How a Texas student blew the whistle on a rogue AI hacking attempt", "publisher": "Reuters", "grade": "C", "score": 75, "freshnessStatus": "current", "critical": false }, { "id": "arc-anthropic-cot-faithfulness", "title": "Evaluating Chain-of-Thought Faithfulness Under Outcome Reinforcement Learning", "publisher": "Anthropic Research & Alignment Research Center", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "llama-3-4-moe-release", "title": "Meta Llama 3.4-MoE Weights Release & Speculative Draft Heads", "publisher": "Meta AI / Hugging Face", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "stanford-berkeley-steering", "title": "Deterministic Containment of Autonomous Agent Tool Invocation via Residual Activation Steering", "publisher": "Stanford CRFM & UC Berkeley AI Research", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "bird-sql-evaluation-harness", "title": "BIRD-SQL Cross-Domain Enterprise Relational Database Benchmark Leaderboard", "publisher": "BIRD-SQL Consortium / DAMO", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "kv-cache-mla-systems", "title": "Multi-Head Latent Attention and 4-Bit PagedAttention Serving Implementations", "publisher": "vLLM Project & TensorRT-LLM", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true }, { "id": "mit-cmu-decomposed-semantic-inversion", "title": "Decomposed Semantic Inversion in Long-Context LLMs", "publisher": "MIT CSAIL & Carnegie Mellon University", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmark.items.7", "path": "benchmark.items.7", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "Gemini 3.1 Pro Preview — score: 46.5", "sourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "deepseek-v4", "qwen-audio3", "amd-anthropic", "reuters-aisi-agent-evals-aug5", "arcprize-opus5-jul24", "arcprize-gpt56-jul9", "artificialanalysis-v4flash-aug9", "aisi-test-time-compute", "cvpr-agentsafe-2026", "acl-safeagent-2026", "arxiv-runtime-contract-aug11", "reuters-zai-glm53-aug14", "arxiv-multi-agent-institutions-aug10", "uscc-two-loops-mar23", "reuters-unitree-us-research-aug18", "openai-third-party-cyber-aug4", "jll-emea-dc-aug3", "reuters-aisi-agent-aug20", "arc-anthropic-cot-faithfulness", "llama-3-4-moe-release", "stanford-berkeley-steering", "bird-sql-evaluation-harness", "kv-cache-mla-systems", "mit-cmu-decomposed-semantic-inversion" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "46.5" ], "isNumeric": true, "citationCount": 32, "validSourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "deepseek-v4", "qwen-audio3", "amd-anthropic", "reuters-aisi-agent-evals-aug5", "arcprize-opus5-jul24", "arcprize-gpt56-jul9", "artificialanalysis-v4flash-aug9", "aisi-test-time-compute", "cvpr-agentsafe-2026", "acl-safeagent-2026", "arxiv-runtime-contract-aug11", "reuters-zai-glm53-aug14", "arxiv-multi-agent-institutions-aug10", "uscc-two-loops-mar23", "reuters-unitree-us-research-aug18", "openai-third-party-cyber-aug4", "jll-emea-dc-aug3", "reuters-aisi-agent-aug20", "arc-anthropic-cot-faithfulness", "llama-3-4-moe-release", "stanford-berkeley-steering", "bird-sql-evaluation-harness", "kv-cache-mla-systems", "mit-cmu-decomposed-semantic-inversion" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "xai-grok45", "title": "Grok 4.5", "publisher": "xAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm-ocr", "title": "Zhipu BigModel — GLM-OCR", "publisher": "Zhipu AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "baidu-ernie50", "title": "Baidu Qianfan — ERNIE 5.0 model list and international price", "publisher": "Baidu AI Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "deepseek-v4", "title": "DeepSeek V4 Preview", "publisher": "DeepSeek", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "qwen-audio3", "title": "Qwen-Audio-3.0-TTS: More Multilingual, Easier to Direct", "publisher": "Alibaba Cloud / Qwen", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "amd-anthropic", "title": "AMD and Anthropic announce strategic partnership for up to 2 GW of MI450 Series GPUs", "publisher": "AMD Newsroom", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "reuters-aisi-agent-evals-aug5", "title": "OpenAI, Anthropic AI agents implicated in new security breaches", "publisher": "Reuters", "grade": "C", "score": 71, "freshnessStatus": "current", "critical": false }, { "id": "arcprize-opus5-jul24", "title": "Claude Opus 5 — ARC-AGI results", "publisher": "ARC Prize", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "arcprize-gpt56-jul9", "title": "GPT-5.6 — ARC-AGI results", "publisher": "ARC Prize", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "artificialanalysis-v4flash-aug9", "title": "DeepSeek V4 Flash — independent model analysis", "publisher": "Artificial Analysis", "grade": "C", "score": 71, "freshnessStatus": "current", "critical": false }, { "id": "aisi-test-time-compute", "title": "Measuring AI agents progress on multi-step cyber attack scenarios", "publisher": "UK AI Security Institute", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "cvpr-agentsafe-2026", "title": "AGENTSAFE: Benchmarking the Safety of Embodied Agents on Hazardous Instructions", "publisher": "CVPR 2026", "grade": "B", "score": 85, "freshnessStatus": "current", "critical": false }, { "id": "acl-safeagent-2026", "title": "SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator", "publisher": "ACL 2026", "grade": "B", "score": 85, "freshnessStatus": "current", "critical": false }, { "id": "arxiv-runtime-contract-aug11", "title": "Agent Safety Should Be a Runtime Contract", "publisher": "arXiv", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-zai-glm53-aug14", "title": "China's Z.ai says new model nears Anthropic's Mythos 5 in cyber-defence tests", "publisher": "Reuters", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "arxiv-multi-agent-institutions-aug10", "title": "Multi-Agent AI Safety as an Institutional Design Problem", "publisher": "arXiv", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "uscc-two-loops-mar23", "title": "Two Loops: How China’s Open AI Strategy Reinforces Its Industrial Dominance", "publisher": "U.S.-China Economic and Security Review Commission", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-unitree-us-research-aug18", "title": "How US military funding propelled China’s robot dogs", "publisher": "Reuters", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "openai-third-party-cyber-aug4", "title": "Third-party cyber evaluations involving OpenAI models", "publisher": "OpenAI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "jll-emea-dc-aug3", "title": "EMEA data centre mid-year 2026 report", "publisher": "JLL", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-aisi-agent-aug20", "title": "How a Texas student blew the whistle on a rogue AI hacking attempt", "publisher": "Reuters", "grade": "C", "score": 75, "freshnessStatus": "current", "critical": false }, { "id": "arc-anthropic-cot-faithfulness", "title": "Evaluating Chain-of-Thought Faithfulness Under Outcome Reinforcement Learning", "publisher": "Anthropic Research & Alignment Research Center", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "llama-3-4-moe-release", "title": "Meta Llama 3.4-MoE Weights Release & Speculative Draft Heads", "publisher": "Meta AI / Hugging Face", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "stanford-berkeley-steering", "title": "Deterministic Containment of Autonomous Agent Tool Invocation via Residual Activation Steering", "publisher": "Stanford CRFM & UC Berkeley AI Research", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "bird-sql-evaluation-harness", "title": "BIRD-SQL Cross-Domain Enterprise Relational Database Benchmark Leaderboard", "publisher": "BIRD-SQL Consortium / DAMO", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "kv-cache-mla-systems", "title": "Multi-Head Latent Attention and 4-Bit PagedAttention Serving Implementations", "publisher": "vLLM Project & TensorRT-LLM", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true }, { "id": "mit-cmu-decomposed-semantic-inversion", "title": "Decomposed Semantic Inversion in Long-Context LLMs", "publisher": "MIT CSAIL & Carnegie Mellon University", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.0.status", "path": "benchmarkDimensions.0.status", "section": "benchmarks", "kind": "verification-claim", "critical": true, "text": "General intelligence and reasoning: Verified snapshot available; no new comparable July 22 evaluation verified", "sourceIds": [ "openai-gpt56" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 1, "validSourceIds": [ "openai-gpt56" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.0.items.0", "path": "benchmarkDimensions.0.items.0", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "Claude Fable 5 — score: 59.9", "sourceIds": [ "openai-gpt56" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "59.9" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "openai-gpt56" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.0.items.1", "path": "benchmarkDimensions.0.items.1", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.6 Sol — score: 58.9", "sourceIds": [ "openai-gpt56" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "58.9" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "openai-gpt56" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.0.items.2", "path": "benchmarkDimensions.0.items.2", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "Claude Opus 4.8 — score: 55.7", "sourceIds": [ "openai-gpt56" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "55.7" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "openai-gpt56" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.0.items.3", "path": "benchmarkDimensions.0.items.3", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.5 — score: 54.8", "sourceIds": [ "openai-gpt56" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "54.8" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "openai-gpt56" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.0.items.4", "path": "benchmarkDimensions.0.items.4", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.6 Terra — score: 55", "sourceIds": [ "openai-gpt56" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "55" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "openai-gpt56" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.0.items.5", "path": "benchmarkDimensions.0.items.5", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.6 Luna — score: 51.2", "sourceIds": [ "openai-gpt56" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "51.2" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "openai-gpt56" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.0.items.6", "path": "benchmarkDimensions.0.items.6", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "Gemini 3.5 Flash — score: 50.2", "sourceIds": [ "openai-gpt56" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "50.2" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "openai-gpt56" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.0.items.7", "path": "benchmarkDimensions.0.items.7", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "Gemini 3.1 Pro Preview — score: 46.5", "sourceIds": [ "openai-gpt56" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "46.5" ], "isNumeric": true, "citationCount": 1, "validSourceIds": [ "openai-gpt56" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.1.status", "path": "benchmarkDimensions.1.status", "section": "benchmarks", "kind": "verification-claim", "critical": true, "text": "Coding and software engineering: Provider-published comparable scorecards available; no new comparable July 22 evaluation verified", "sourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 5, "validSourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "xai-grok45", "title": "Grok 4.5", "publisher": "xAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.1.items.0", "path": "benchmarkDimensions.1.items.0", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.6 Sol — score: 88.8", "sourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "88.8" ], "isNumeric": true, "citationCount": 5, "validSourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "xai-grok45", "title": "Grok 4.5", "publisher": "xAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.1.items.1", "path": "benchmarkDimensions.1.items.1", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "Claude Mythos 5 — score: 88", "sourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "88" ], "isNumeric": true, "citationCount": 5, "validSourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "xai-grok45", "title": "Grok 4.5", "publisher": "xAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.1.items.2", "path": "benchmarkDimensions.1.items.2", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.6 Terra — score: 87.4", "sourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "87.4" ], "isNumeric": true, "citationCount": 5, "validSourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "xai-grok45", "title": "Grok 4.5", "publisher": "xAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.1.items.3", "path": "benchmarkDimensions.1.items.3", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.5 — score: 85.6", "sourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "85.6" ], "isNumeric": true, "citationCount": 5, "validSourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "xai-grok45", "title": "Grok 4.5", "publisher": "xAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.1.items.4", "path": "benchmarkDimensions.1.items.4", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.6 Luna — score: 84.7", "sourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "84.7" ], "isNumeric": true, "citationCount": 5, "validSourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "xai-grok45", "title": "Grok 4.5", "publisher": "xAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.1.items.5", "path": "benchmarkDimensions.1.items.5", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "Claude Fable 5 — score: 83.1", "sourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "83.1" ], "isNumeric": true, "citationCount": 5, "validSourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "xai-grok45", "title": "Grok 4.5", "publisher": "xAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.1.items.6", "path": "benchmarkDimensions.1.items.6", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "Claude Opus 4.8 — score: 78.9", "sourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "78.9" ], "isNumeric": true, "citationCount": 5, "validSourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "xai-grok45", "title": "Grok 4.5", "publisher": "xAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.1.items.7", "path": "benchmarkDimensions.1.items.7", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "Gemini 3.1 Pro Preview — score: 70.7", "sourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "70.7" ], "isNumeric": true, "citationCount": 5, "validSourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "xai-grok45", "title": "Grok 4.5", "publisher": "xAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.2.status", "path": "benchmarkDimensions.2.status", "section": "benchmarks", "kind": "verification-claim", "critical": true, "text": "Mathematics and science: Framework active; no forced composite", "sourceIds": [ "openai-gpt56", "moonshot-kimi-k3" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 2, "validSourceIds": [ "openai-gpt56", "moonshot-kimi-k3" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.2.items.0", "path": "benchmarkDimensions.2.items.0", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.6 Sol — score: 94.6", "sourceIds": [ "openai-gpt56", "moonshot-kimi-k3" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "94.6" ], "isNumeric": true, "citationCount": 2, "validSourceIds": [ "openai-gpt56", "moonshot-kimi-k3" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.2.items.1", "path": "benchmarkDimensions.2.items.1", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "Claude Mythos Preview — score: 94.6", "sourceIds": [ "openai-gpt56", "moonshot-kimi-k3" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "94.6" ], "isNumeric": true, "citationCount": 2, "validSourceIds": [ "openai-gpt56", "moonshot-kimi-k3" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.2.items.2", "path": "benchmarkDimensions.2.items.2", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "Gemini 3.1 Pro Preview — score: 94.3", "sourceIds": [ "openai-gpt56", "moonshot-kimi-k3" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "94.3" ], "isNumeric": true, "citationCount": 2, "validSourceIds": [ "openai-gpt56", "moonshot-kimi-k3" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.2.items.3", "path": "benchmarkDimensions.2.items.3", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "Claude Mythos 5 — score: 94.1", "sourceIds": [ "openai-gpt56", "moonshot-kimi-k3" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "94.1" ], "isNumeric": true, "citationCount": 2, "validSourceIds": [ "openai-gpt56", "moonshot-kimi-k3" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.2.items.4", "path": "benchmarkDimensions.2.items.4", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.5 — score: 93.6", "sourceIds": [ "openai-gpt56", "moonshot-kimi-k3" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "93.6" ], "isNumeric": true, "citationCount": 2, "validSourceIds": [ "openai-gpt56", "moonshot-kimi-k3" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.2.items.5", "path": "benchmarkDimensions.2.items.5", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.6 Terra — score: 92.9", "sourceIds": [ "openai-gpt56", "moonshot-kimi-k3" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "92.9" ], "isNumeric": true, "citationCount": 2, "validSourceIds": [ "openai-gpt56", "moonshot-kimi-k3" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.2.items.6", "path": "benchmarkDimensions.2.items.6", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "Claude Fable 5 — score: 92.6", "sourceIds": [ "openai-gpt56", "moonshot-kimi-k3" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "92.6" ], "isNumeric": true, "citationCount": 2, "validSourceIds": [ "openai-gpt56", "moonshot-kimi-k3" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.2.items.7", "path": "benchmarkDimensions.2.items.7", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.6 Luna — score: 92.3", "sourceIds": [ "openai-gpt56", "moonshot-kimi-k3" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "92.3" ], "isNumeric": true, "citationCount": 2, "validSourceIds": [ "openai-gpt56", "moonshot-kimi-k3" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.3.status", "path": "benchmarkDimensions.3.status", "section": "benchmarks", "kind": "verification-claim", "critical": true, "text": "Image, document and visual understanding: Provider signals tracked separately; no new comparable July 22 evaluation verified", "sourceIds": [ "openai-gpt56", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "alibaba-qwen37" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 5, "validSourceIds": [ "openai-gpt56", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "alibaba-qwen37" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm-ocr", "title": "Zhipu BigModel — GLM-OCR", "publisher": "Zhipu AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "baidu-ernie50", "title": "Baidu Qianfan — ERNIE 5.0 model list and international price", "publisher": "Baidu AI Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.3.items.0", "path": "benchmarkDimensions.3.items.0", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.6 Sol — score: 83", "sourceIds": [ "openai-gpt56", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "alibaba-qwen37" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "83" ], "isNumeric": true, "citationCount": 5, "validSourceIds": [ "openai-gpt56", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "alibaba-qwen37" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm-ocr", "title": "Zhipu BigModel — GLM-OCR", "publisher": "Zhipu AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "baidu-ernie50", "title": "Baidu Qianfan — ERNIE 5.0 model list and international price", "publisher": "Baidu AI Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.3.items.1", "path": "benchmarkDimensions.3.items.1", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.5 — score: 81.2", "sourceIds": [ "openai-gpt56", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "alibaba-qwen37" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "81.2" ], "isNumeric": true, "citationCount": 5, "validSourceIds": [ "openai-gpt56", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "alibaba-qwen37" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm-ocr", "title": "Zhipu BigModel — GLM-OCR", "publisher": "Zhipu AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "baidu-ernie50", "title": "Baidu Qianfan — ERNIE 5.0 model list and international price", "publisher": "Baidu AI Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.3.items.2", "path": "benchmarkDimensions.3.items.2", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.6 Terra — score: 80.7", "sourceIds": [ "openai-gpt56", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "alibaba-qwen37" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "80.7" ], "isNumeric": true, "citationCount": 5, "validSourceIds": [ "openai-gpt56", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "alibaba-qwen37" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm-ocr", "title": "Zhipu BigModel — GLM-OCR", "publisher": "Zhipu AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "baidu-ernie50", "title": "Baidu Qianfan — ERNIE 5.0 model list and international price", "publisher": "Baidu AI Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.3.items.3", "path": "benchmarkDimensions.3.items.3", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "Gemini 3.1 Pro Preview — score: 80.5", "sourceIds": [ "openai-gpt56", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "alibaba-qwen37" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "80.5" ], "isNumeric": true, "citationCount": 5, "validSourceIds": [ "openai-gpt56", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "alibaba-qwen37" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm-ocr", "title": "Zhipu BigModel — GLM-OCR", "publisher": "Zhipu AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "baidu-ernie50", "title": "Baidu Qianfan — ERNIE 5.0 model list and international price", "publisher": "Baidu AI Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.3.items.4", "path": "benchmarkDimensions.3.items.4", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.6 Luna — score: 78.4", "sourceIds": [ "openai-gpt56", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "alibaba-qwen37" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "78.4" ], "isNumeric": true, "citationCount": 5, "validSourceIds": [ "openai-gpt56", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "alibaba-qwen37" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm-ocr", "title": "Zhipu BigModel — GLM-OCR", "publisher": "Zhipu AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "baidu-ernie50", "title": "Baidu Qianfan — ERNIE 5.0 model list and international price", "publisher": "Baidu AI Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.4.status", "path": "benchmarkDimensions.4.status", "section": "benchmarks", "kind": "verification-claim", "critical": true, "text": "Image generation and editing: Human preference and prompt fidelity tracked; no new comparable July 22 evaluation verified", "sourceIds": [ "zhipu-glm52", "alibaba-qwen37", "baidu-ernie50" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 3, "validSourceIds": [ "zhipu-glm52", "alibaba-qwen37", "baidu-ernie50" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "baidu-ernie50", "title": "Baidu Qianfan — ERNIE 5.0 model list and international price", "publisher": "Baidu AI Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.5.status", "path": "benchmarkDimensions.5.status", "section": "benchmarks", "kind": "verification-claim", "critical": true, "text": "Video, speech and audio: Separate modality scorecards; no new comparable July 22 evaluation verified", "sourceIds": [ "google-gemini35", "baidu-ernie50", "alibaba-qwen37" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 3, "validSourceIds": [ "google-gemini35", "baidu-ernie50", "alibaba-qwen37" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "baidu-ernie50", "title": "Baidu Qianfan — ERNIE 5.0 model list and international price", "publisher": "Baidu AI Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.6.status", "path": "benchmarkDimensions.6.status", "section": "benchmarks", "kind": "verification-claim", "critical": true, "text": "Agents, tools and web research: Operational success metrics prioritized; no new comparable July 22 evaluation verified", "sourceIds": [ "openai-gpt56", "google-gemini35", "moonshot-kimi-k3", "zhipu-glm52" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 4, "validSourceIds": [ "openai-gpt56", "google-gemini35", "moonshot-kimi-k3", "zhipu-glm52" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.6.items.0", "path": "benchmarkDimensions.6.items.0", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.6 Sol — score: 90.4", "sourceIds": [ "openai-gpt56", "google-gemini35", "moonshot-kimi-k3", "zhipu-glm52" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "90.4" ], "isNumeric": true, "citationCount": 4, "validSourceIds": [ "openai-gpt56", "google-gemini35", "moonshot-kimi-k3", "zhipu-glm52" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.6.items.1", "path": "benchmarkDimensions.6.items.1", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "Claude Mythos 5 — score: 88", "sourceIds": [ "openai-gpt56", "google-gemini35", "moonshot-kimi-k3", "zhipu-glm52" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "88" ], "isNumeric": true, "citationCount": 4, "validSourceIds": [ "openai-gpt56", "google-gemini35", "moonshot-kimi-k3", "zhipu-glm52" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.6.items.2", "path": "benchmarkDimensions.6.items.2", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "Claude Mythos Preview — score: 87.9", "sourceIds": [ "openai-gpt56", "google-gemini35", "moonshot-kimi-k3", "zhipu-glm52" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "87.9" ], "isNumeric": true, "citationCount": 4, "validSourceIds": [ "openai-gpt56", "google-gemini35", "moonshot-kimi-k3", "zhipu-glm52" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.6.items.3", "path": "benchmarkDimensions.6.items.3", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "Claude Opus 4.8 — score: 84.3", "sourceIds": [ "openai-gpt56", "google-gemini35", "moonshot-kimi-k3", "zhipu-glm52" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "84.3" ], "isNumeric": true, "citationCount": 4, "validSourceIds": [ "openai-gpt56", "google-gemini35", "moonshot-kimi-k3", "zhipu-glm52" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.6.items.4", "path": "benchmarkDimensions.6.items.4", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.5 — score: 84.4", "sourceIds": [ "openai-gpt56", "google-gemini35", "moonshot-kimi-k3", "zhipu-glm52" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "84.4" ], "isNumeric": true, "citationCount": 4, "validSourceIds": [ "openai-gpt56", "google-gemini35", "moonshot-kimi-k3", "zhipu-glm52" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.6.items.5", "path": "benchmarkDimensions.6.items.5", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.6 Terra — score: 87.5", "sourceIds": [ "openai-gpt56", "google-gemini35", "moonshot-kimi-k3", "zhipu-glm52" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "87.5" ], "isNumeric": true, "citationCount": 4, "validSourceIds": [ "openai-gpt56", "google-gemini35", "moonshot-kimi-k3", "zhipu-glm52" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.6.items.6", "path": "benchmarkDimensions.6.items.6", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.6 Luna — score: 83.3", "sourceIds": [ "openai-gpt56", "google-gemini35", "moonshot-kimi-k3", "zhipu-glm52" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "83.3" ], "isNumeric": true, "citationCount": 4, "validSourceIds": [ "openai-gpt56", "google-gemini35", "moonshot-kimi-k3", "zhipu-glm52" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.7.status", "path": "benchmarkDimensions.7.status", "section": "benchmarks", "kind": "verification-claim", "critical": true, "text": "Long context and retrieval: Context size and usable recall kept separate; no new comparable July 22 evaluation verified", "sourceIds": [ "openai-gpt56", "deepseek-v4", "moonshot-kimi-k3", "zhipu-glm52" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 4, "validSourceIds": [ "openai-gpt56", "deepseek-v4", "moonshot-kimi-k3", "zhipu-glm52" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "deepseek-v4", "title": "DeepSeek V4 Preview", "publisher": "DeepSeek", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.7.items.0", "path": "benchmarkDimensions.7.items.0", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.6 Sol — score: 91.5", "sourceIds": [ "openai-gpt56", "deepseek-v4", "moonshot-kimi-k3", "zhipu-glm52" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "91.5" ], "isNumeric": true, "citationCount": 4, "validSourceIds": [ "openai-gpt56", "deepseek-v4", "moonshot-kimi-k3", "zhipu-glm52" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "deepseek-v4", "title": "DeepSeek V4 Preview", "publisher": "DeepSeek", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.7.items.1", "path": "benchmarkDimensions.7.items.1", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.6 Terra — score: 89.6", "sourceIds": [ "openai-gpt56", "deepseek-v4", "moonshot-kimi-k3", "zhipu-glm52" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "89.6" ], "isNumeric": true, "citationCount": 4, "validSourceIds": [ "openai-gpt56", "deepseek-v4", "moonshot-kimi-k3", "zhipu-glm52" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "deepseek-v4", "title": "DeepSeek V4 Preview", "publisher": "DeepSeek", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.7.items.2", "path": "benchmarkDimensions.7.items.2", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.5 — score: 81.5", "sourceIds": [ "openai-gpt56", "deepseek-v4", "moonshot-kimi-k3", "zhipu-glm52" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "81.5" ], "isNumeric": true, "citationCount": 4, "validSourceIds": [ "openai-gpt56", "deepseek-v4", "moonshot-kimi-k3", "zhipu-glm52" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "deepseek-v4", "title": "DeepSeek V4 Preview", "publisher": "DeepSeek", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.7.items.3", "path": "benchmarkDimensions.7.items.3", "section": "benchmarks", "kind": "numeric-record", "critical": true, "text": "GPT-5.6 Luna — score: 41.3", "sourceIds": [ "openai-gpt56", "deepseek-v4", "moonshot-kimi-k3", "zhipu-glm52" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [ "41.3" ], "isNumeric": true, "citationCount": 4, "validSourceIds": [ "openai-gpt56", "deepseek-v4", "moonshot-kimi-k3", "zhipu-glm52" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "deepseek-v4", "title": "DeepSeek V4 Preview", "publisher": "DeepSeek", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:benchmarkDimensions.8.status", "path": "benchmarkDimensions.8.status", "section": "benchmarks", "kind": "verification-claim", "critical": true, "text": "Efficiency, latency and cost per successful task: Methodology added; no independently comparable July 22 cross-provider result verified", "sourceIds": [ "qwen-audio3", "amd-anthropic" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": null, "numericValues": [], "isNumeric": false, "citationCount": 2, "validSourceIds": [ "qwen-audio3", "amd-anthropic" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "qwen-audio3", "title": "Qwen-Audio-3.0-TTS: More Multilingual, Easier to Direct", "publisher": "Alibaba Cloud / Qwen", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "amd-anthropic", "title": "AMD and Anthropic announce strategic partnership for up to 2 GW of MI450 Series GPUs", "publisher": "AMD Newsroom", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "A", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } }, { "id": "claim:dailyDelta.unchanged.0", "path": "dailyDelta.unchanged.0", "section": "daily-delta", "kind": "absence-claim", "critical": true, "text": "Standard proprietary short-context token list prices (Claude 3.5 Sonnet, GPT-4o) remained unchanged on September 7.", "sourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "deepseek-v4", "qwen-audio3", "amd-anthropic", "reuters-aisi-agent-evals-aug5", "arcprize-opus5-jul24", "arcprize-gpt56-jul9", "artificialanalysis-v4flash-aug9", "aisi-test-time-compute", "cvpr-agentsafe-2026", "acl-safeagent-2026", "arxiv-runtime-contract-aug11", "reuters-zai-glm53-aug14", "arxiv-multi-agent-institutions-aug10", "uscc-two-loops-mar23", "reuters-unitree-us-research-aug18", "openai-third-party-cyber-aug4", "jll-emea-dc-aug3", "reuters-aisi-agent-aug20", "arc-anthropic-cot-faithfulness", "llama-3-4-moe-release", "stanford-berkeley-steering", "bird-sql-evaluation-harness", "kv-cache-mla-systems", "mit-cmu-decomposed-semantic-inversion" ], "citationOrigin": "explicit-claim-map", "evidenceMode": "registry-review", "evidenceNote": "Benchmark absence claim uses the controlled benchmark review set.", "numericValues": [], "isNumeric": false, "citationCount": 32, "validSourceIds": [ "openai-gpt56", "xai-grok45", "moonshot-kimi-k3", "zhipu-glm52", "alibaba-qwen37", "google-gemini35", "zhipu-glm-ocr", "baidu-ernie50", "deepseek-v4", "qwen-audio3", "amd-anthropic", "reuters-aisi-agent-evals-aug5", "arcprize-opus5-jul24", "arcprize-gpt56-jul9", "artificialanalysis-v4flash-aug9", "aisi-test-time-compute", "cvpr-agentsafe-2026", "acl-safeagent-2026", "arxiv-runtime-contract-aug11", "reuters-zai-glm53-aug14", "arxiv-multi-agent-institutions-aug10", "uscc-two-loops-mar23", "reuters-unitree-us-research-aug18", "openai-third-party-cyber-aug4", "jll-emea-dc-aug3", "reuters-aisi-agent-aug20", "arc-anthropic-cot-faithfulness", "llama-3-4-moe-release", "stanford-berkeley-steering", "bird-sql-evaluation-harness", "kv-cache-mla-systems", "mit-cmu-decomposed-semantic-inversion" ], "invalidSourceIds": [], "sourceDetails": [ { "id": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "xai-grok45", "title": "Grok 4.5", "publisher": "xAI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "zhipu-glm-ocr", "title": "Zhipu BigModel — GLM-OCR", "publisher": "Zhipu AI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "baidu-ernie50", "title": "Baidu Qianfan — ERNIE 5.0 model list and international price", "publisher": "Baidu AI Cloud", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "deepseek-v4", "title": "DeepSeek V4 Preview", "publisher": "DeepSeek", "grade": "A", "score": 93, "freshnessStatus": "stale", "critical": true }, { "id": "qwen-audio3", "title": "Qwen-Audio-3.0-TTS: More Multilingual, Easier to Direct", "publisher": "Alibaba Cloud / Qwen", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "amd-anthropic", "title": "AMD and Anthropic announce strategic partnership for up to 2 GW of MI450 Series GPUs", "publisher": "AMD Newsroom", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": true }, { "id": "reuters-aisi-agent-evals-aug5", "title": "OpenAI, Anthropic AI agents implicated in new security breaches", "publisher": "Reuters", "grade": "C", "score": 71, "freshnessStatus": "current", "critical": false }, { "id": "arcprize-opus5-jul24", "title": "Claude Opus 5 — ARC-AGI results", "publisher": "ARC Prize", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "arcprize-gpt56-jul9", "title": "GPT-5.6 — ARC-AGI results", "publisher": "ARC Prize", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "artificialanalysis-v4flash-aug9", "title": "DeepSeek V4 Flash — independent model analysis", "publisher": "Artificial Analysis", "grade": "C", "score": 71, "freshnessStatus": "current", "critical": false }, { "id": "aisi-test-time-compute", "title": "Measuring AI agents progress on multi-step cyber attack scenarios", "publisher": "UK AI Security Institute", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "cvpr-agentsafe-2026", "title": "AGENTSAFE: Benchmarking the Safety of Embodied Agents on Hazardous Instructions", "publisher": "CVPR 2026", "grade": "B", "score": 85, "freshnessStatus": "current", "critical": false }, { "id": "acl-safeagent-2026", "title": "SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator", "publisher": "ACL 2026", "grade": "B", "score": 85, "freshnessStatus": "current", "critical": false }, { "id": "arxiv-runtime-contract-aug11", "title": "Agent Safety Should Be a Runtime Contract", "publisher": "arXiv", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-zai-glm53-aug14", "title": "China's Z.ai says new model nears Anthropic's Mythos 5 in cyber-defence tests", "publisher": "Reuters", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "arxiv-multi-agent-institutions-aug10", "title": "Multi-Agent AI Safety as an Institutional Design Problem", "publisher": "arXiv", "grade": "A", "score": 93, "freshnessStatus": "current", "critical": false }, { "id": "uscc-two-loops-mar23", "title": "Two Loops: How China’s Open AI Strategy Reinforces Its Industrial Dominance", "publisher": "U.S.-China Economic and Security Review Commission", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-unitree-us-research-aug18", "title": "How US military funding propelled China’s robot dogs", "publisher": "Reuters", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "openai-third-party-cyber-aug4", "title": "Third-party cyber evaluations involving OpenAI models", "publisher": "OpenAI", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "jll-emea-dc-aug3", "title": "EMEA data centre mid-year 2026 report", "publisher": "JLL", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "reuters-aisi-agent-aug20", "title": "How a Texas student blew the whistle on a rogue AI hacking attempt", "publisher": "Reuters", "grade": "C", "score": 75, "freshnessStatus": "current", "critical": false }, { "id": "arc-anthropic-cot-faithfulness", "title": "Evaluating Chain-of-Thought Faithfulness Under Outcome Reinforcement Learning", "publisher": "Anthropic Research & Alignment Research Center", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "llama-3-4-moe-release", "title": "Meta Llama 3.4-MoE Weights Release & Speculative Draft Heads", "publisher": "Meta AI / Hugging Face", "grade": "A", "score": 100, "freshnessStatus": "current", "critical": false }, { "id": "stanford-berkeley-steering", "title": "Deterministic Containment of Autonomous Agent Tool Invocation via Residual Activation Steering", "publisher": "Stanford CRFM & UC Berkeley AI Research", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "bird-sql-evaluation-harness", "title": "BIRD-SQL Cross-Domain Enterprise Relational Database Benchmark Leaderboard", "publisher": "BIRD-SQL Consortium / DAMO", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": false }, { "id": "kv-cache-mla-systems", "title": "Multi-Head Latent Attention and 4-Bit PagedAttention Serving Implementations", "publisher": "vLLM Project & TensorRT-LLM", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true }, { "id": "mit-cmu-decomposed-semantic-inversion", "title": "Decomposed Semantic Inversion in Long-Context LLMs", "publisher": "MIT CSAIL & Carnegie Mellon University", "grade": "A", "score": 97, "freshnessStatus": "current", "critical": true } ], "bestGrade": "A", "worstGrade": "C", "coverage": { "status": "supported", "reason": "At least one valid source explicitly supports this claim." } } ], "sourceCoverage": [ { "sourceId": "openai-gpt56", "title": "Introducing GPT-5.6", "publisher": "OpenAI", "claimCount": 62, "criticalClaimCount": 62, "numericClaimCount": 54, "claimIds": [ "claim:models.2", "claim:models.3", "claim:models.4", "claim:apiPriceComparison.0", "claim:apiPriceComparison.2", "claim:apiPriceComparison.3", "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:benchmarkDimensions.0.status", "claim:benchmarkDimensions.0.items.0", "claim:benchmarkDimensions.0.items.1", "claim:benchmarkDimensions.0.items.2", "claim:benchmarkDimensions.0.items.3", "claim:benchmarkDimensions.0.items.4", "claim:benchmarkDimensions.0.items.5", "claim:benchmarkDimensions.0.items.6", "claim:benchmarkDimensions.0.items.7", "claim:benchmarkDimensions.1.status", "claim:benchmarkDimensions.1.items.0", "claim:benchmarkDimensions.1.items.1", "claim:benchmarkDimensions.1.items.2", "claim:benchmarkDimensions.1.items.3", "claim:benchmarkDimensions.1.items.4", "claim:benchmarkDimensions.1.items.5", "claim:benchmarkDimensions.1.items.6", "claim:benchmarkDimensions.1.items.7", "claim:benchmarkDimensions.2.status", "claim:benchmarkDimensions.2.items.0", "claim:benchmarkDimensions.2.items.1", "claim:benchmarkDimensions.2.items.2", "claim:benchmarkDimensions.2.items.3", "claim:benchmarkDimensions.2.items.4", "claim:benchmarkDimensions.2.items.5", "claim:benchmarkDimensions.2.items.6", "claim:benchmarkDimensions.2.items.7", "claim:benchmarkDimensions.3.status", "claim:benchmarkDimensions.3.items.0", "claim:benchmarkDimensions.3.items.1", "claim:benchmarkDimensions.3.items.2", "claim:benchmarkDimensions.3.items.3", "claim:benchmarkDimensions.3.items.4", "claim:benchmarkDimensions.6.status", "claim:benchmarkDimensions.6.items.0", "claim:benchmarkDimensions.6.items.1", "claim:benchmarkDimensions.6.items.2", "claim:benchmarkDimensions.6.items.3", "claim:benchmarkDimensions.6.items.4", "claim:benchmarkDimensions.6.items.5", "claim:benchmarkDimensions.6.items.6", "claim:benchmarkDimensions.7.status", "claim:benchmarkDimensions.7.items.0", "claim:benchmarkDimensions.7.items.1", "claim:benchmarkDimensions.7.items.2", "claim:benchmarkDimensions.7.items.3", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "openai-chatgpt-pricing", "title": "ChatGPT Plans", "publisher": "OpenAI", "claimCount": 2, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [ "claim:plans.0", "claim:freeTiers.0" ], "orphaned": false }, { "sourceId": "openai-gpt-red", "title": "GPT-Red: Unlocking Self-Improvement for Robustness", "publisher": "OpenAI", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "anthropic-fable5", "title": "Claude Fable 5 and Mythos 5", "publisher": "Anthropic", "claimCount": 2, "criticalClaimCount": 2, "numericClaimCount": 2, "claimIds": [ "claim:models.5", "claim:apiPriceComparison.4" ], "orphaned": false }, { "sourceId": "anthropic-claude", "title": "Claude product overview", "publisher": "Anthropic", "claimCount": 2, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [ "claim:plans.3", "claim:plans.4" ], "orphaned": false }, { "sourceId": "xai-grok45", "title": "Grok 4.5", "publisher": "xAI", "claimCount": 19, "criticalClaimCount": 19, "numericClaimCount": 16, "claimIds": [ "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:benchmarkDimensions.1.status", "claim:benchmarkDimensions.1.items.0", "claim:benchmarkDimensions.1.items.1", "claim:benchmarkDimensions.1.items.2", "claim:benchmarkDimensions.1.items.3", "claim:benchmarkDimensions.1.items.4", "claim:benchmarkDimensions.1.items.5", "claim:benchmarkDimensions.1.items.6", "claim:benchmarkDimensions.1.items.7", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "xai-pricing", "title": "xAI API pricing", "publisher": "xAI", "claimCount": 2, "criticalClaimCount": 2, "numericClaimCount": 2, "claimIds": [ "claim:models.6", "claim:apiPriceComparison.1" ], "orphaned": false }, { "sourceId": "xai-grok-build", "title": "Grok Build release", "publisher": "xAI", "claimCount": 1, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [ "claim:openModels.2" ], "orphaned": false }, { "sourceId": "google-gemini35", "title": "Gemini 3.5", "publisher": "Google", "claimCount": 26, "criticalClaimCount": 26, "numericClaimCount": 20, "claimIds": [ "claim:models.7", "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:benchmarkDimensions.3.status", "claim:benchmarkDimensions.3.items.0", "claim:benchmarkDimensions.3.items.1", "claim:benchmarkDimensions.3.items.2", "claim:benchmarkDimensions.3.items.3", "claim:benchmarkDimensions.3.items.4", "claim:benchmarkDimensions.5.status", "claim:benchmarkDimensions.6.status", "claim:benchmarkDimensions.6.items.0", "claim:benchmarkDimensions.6.items.1", "claim:benchmarkDimensions.6.items.2", "claim:benchmarkDimensions.6.items.3", "claim:benchmarkDimensions.6.items.4", "claim:benchmarkDimensions.6.items.5", "claim:benchmarkDimensions.6.items.6", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "google-ai-plans", "title": "Google AI plans", "publisher": "Google", "claimCount": 2, "criticalClaimCount": 0, "numericClaimCount": 2, "claimIds": [ "claim:plans.1", "claim:plans.2" ], "orphaned": false }, { "sourceId": "google-parallel-search", "title": "Parallel web search grounding update", "publisher": "Google", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "deepseek-v4", "title": "DeepSeek V4 Preview", "publisher": "DeepSeek", "claimCount": 17, "criticalClaimCount": 15, "numericClaimCount": 12, "claimIds": [ "claim:openModels.0", "claim:openModels.1", "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:benchmarkDimensions.7.status", "claim:benchmarkDimensions.7.items.0", "claim:benchmarkDimensions.7.items.1", "claim:benchmarkDimensions.7.items.2", "claim:benchmarkDimensions.7.items.3", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "deepseek-models", "title": "DeepSeek API model and alias documentation", "publisher": "DeepSeek", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "amd-microsoft-helios", "title": "Microsoft to deploy AMD Helios Rackscale Solution on Azure", "publisher": "AMD", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-waic-governance", "title": "China positions itself in global AI governance at WAIC", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-huawei-waic", "title": "Huawei presents Atlas 950 SuperPoD at WAIC", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-earnings-watch", "title": "Alphabet and Intel earnings put AI trade to the test", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "nvidia-rtx50", "title": "GeForce RTX 50 Series announcement", "publisher": "NVIDIA", "claimCount": 2, "criticalClaimCount": 0, "numericClaimCount": 2, "claimIds": [ "claim:hardware.0", "claim:hardware.1" ], "orphaned": false }, { "sourceId": "nvidia-rtx5070", "title": "GeForce RTX 5070", "publisher": "NVIDIA", "claimCount": 1, "criticalClaimCount": 0, "numericClaimCount": 1, "claimIds": [ "claim:hardware.2" ], "orphaned": false }, { "sourceId": "nvidia-rtx5050", "title": "GeForce RTX 5050 announcement", "publisher": "NVIDIA", "claimCount": 1, "criticalClaimCount": 0, "numericClaimCount": 1, "claimIds": [ "claim:hardware.3" ], "orphaned": false }, { "sourceId": "amd-halo", "title": "Ryzen AI Halo Developer Platform", "publisher": "AMD / Micro Center", "claimCount": 1, "criticalClaimCount": 0, "numericClaimCount": 1, "claimIds": [ "claim:hardware.4" ], "orphaned": false }, { "sourceId": "apple-m5pro", "title": "MacBook Pro with M5 Pro and M5 Max", "publisher": "Apple", "claimCount": 1, "criticalClaimCount": 0, "numericClaimCount": 1, "claimIds": [ "claim:hardware.5" ], "orphaned": false }, { "sourceId": "apple-neo", "title": "MacBook Neo", "publisher": "Apple", "claimCount": 1, "criticalClaimCount": 0, "numericClaimCount": 1, "claimIds": [ "claim:hardware.6" ], "orphaned": false }, { "sourceId": "market-feed", "title": "Latest available US market quote feed", "publisher": "Market data feed", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "alibaba-qwen37", "title": "Alibaba Cloud Model Studio — Qwen flagship models", "publisher": "Alibaba Cloud", "claimCount": 28, "criticalClaimCount": 28, "numericClaimCount": 21, "claimIds": [ "claim:models.9", "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:benchmarkDimensions.1.status", "claim:benchmarkDimensions.1.items.0", "claim:benchmarkDimensions.1.items.1", "claim:benchmarkDimensions.1.items.2", "claim:benchmarkDimensions.1.items.3", "claim:benchmarkDimensions.1.items.4", "claim:benchmarkDimensions.1.items.5", "claim:benchmarkDimensions.1.items.6", "claim:benchmarkDimensions.1.items.7", "claim:benchmarkDimensions.3.status", "claim:benchmarkDimensions.3.items.0", "claim:benchmarkDimensions.3.items.1", "claim:benchmarkDimensions.3.items.2", "claim:benchmarkDimensions.3.items.3", "claim:benchmarkDimensions.3.items.4", "claim:benchmarkDimensions.4.status", "claim:benchmarkDimensions.5.status", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "moonshot-kimi-k3", "title": "Kimi API platform — Kimi K3 model and pricing", "publisher": "Moonshot AI", "claimCount": 42, "criticalClaimCount": 42, "numericClaimCount": 36, "claimIds": [ "claim:models.10", "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:benchmarkDimensions.1.status", "claim:benchmarkDimensions.1.items.0", "claim:benchmarkDimensions.1.items.1", "claim:benchmarkDimensions.1.items.2", "claim:benchmarkDimensions.1.items.3", "claim:benchmarkDimensions.1.items.4", "claim:benchmarkDimensions.1.items.5", "claim:benchmarkDimensions.1.items.6", "claim:benchmarkDimensions.1.items.7", "claim:benchmarkDimensions.2.status", "claim:benchmarkDimensions.2.items.0", "claim:benchmarkDimensions.2.items.1", "claim:benchmarkDimensions.2.items.2", "claim:benchmarkDimensions.2.items.3", "claim:benchmarkDimensions.2.items.4", "claim:benchmarkDimensions.2.items.5", "claim:benchmarkDimensions.2.items.6", "claim:benchmarkDimensions.2.items.7", "claim:benchmarkDimensions.6.status", "claim:benchmarkDimensions.6.items.0", "claim:benchmarkDimensions.6.items.1", "claim:benchmarkDimensions.6.items.2", "claim:benchmarkDimensions.6.items.3", "claim:benchmarkDimensions.6.items.4", "claim:benchmarkDimensions.6.items.5", "claim:benchmarkDimensions.6.items.6", "claim:benchmarkDimensions.7.status", "claim:benchmarkDimensions.7.items.0", "claim:benchmarkDimensions.7.items.1", "claim:benchmarkDimensions.7.items.2", "claim:benchmarkDimensions.7.items.3", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "zhipu-glm52", "title": "Zhipu BigModel — GLM-5.2 model overview", "publisher": "Zhipu AI", "claimCount": 34, "criticalClaimCount": 34, "numericClaimCount": 28, "claimIds": [ "claim:models.11", "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:benchmarkDimensions.1.status", "claim:benchmarkDimensions.1.items.0", "claim:benchmarkDimensions.1.items.1", "claim:benchmarkDimensions.1.items.2", "claim:benchmarkDimensions.1.items.3", "claim:benchmarkDimensions.1.items.4", "claim:benchmarkDimensions.1.items.5", "claim:benchmarkDimensions.1.items.6", "claim:benchmarkDimensions.1.items.7", "claim:benchmarkDimensions.4.status", "claim:benchmarkDimensions.6.status", "claim:benchmarkDimensions.6.items.0", "claim:benchmarkDimensions.6.items.1", "claim:benchmarkDimensions.6.items.2", "claim:benchmarkDimensions.6.items.3", "claim:benchmarkDimensions.6.items.4", "claim:benchmarkDimensions.6.items.5", "claim:benchmarkDimensions.6.items.6", "claim:benchmarkDimensions.7.status", "claim:benchmarkDimensions.7.items.0", "claim:benchmarkDimensions.7.items.1", "claim:benchmarkDimensions.7.items.2", "claim:benchmarkDimensions.7.items.3", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "zhipu-glm-ocr", "title": "Zhipu BigModel — GLM-OCR", "publisher": "Zhipu AI", "claimCount": 16, "criticalClaimCount": 16, "numericClaimCount": 13, "claimIds": [ "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:benchmarkDimensions.3.status", "claim:benchmarkDimensions.3.items.0", "claim:benchmarkDimensions.3.items.1", "claim:benchmarkDimensions.3.items.2", "claim:benchmarkDimensions.3.items.3", "claim:benchmarkDimensions.3.items.4", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "baidu-ernie50", "title": "Baidu Qianfan — ERNIE 5.0 model list and international price", "publisher": "Baidu AI Cloud", "claimCount": 19, "criticalClaimCount": 19, "numericClaimCount": 14, "claimIds": [ "claim:models.12", "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:benchmarkDimensions.3.status", "claim:benchmarkDimensions.3.items.0", "claim:benchmarkDimensions.3.items.1", "claim:benchmarkDimensions.3.items.2", "claim:benchmarkDimensions.3.items.3", "claim:benchmarkDimensions.3.items.4", "claim:benchmarkDimensions.4.status", "claim:benchmarkDimensions.5.status", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "bytedance-doubao-seed21", "title": "Volcengine Ark — Doubao Seed 2.1 model catalog", "publisher": "ByteDance / Volcengine", "claimCount": 1, "criticalClaimCount": 1, "numericClaimCount": 0, "claimIds": [ "claim:models.13" ], "orphaned": false }, { "sourceId": "minimax-m3", "title": "MiniMax API — MiniMax-M3 model release and catalog", "publisher": "MiniMax", "claimCount": 1, "criticalClaimCount": 1, "numericClaimCount": 1, "claimIds": [ "claim:models.14" ], "orphaned": false }, { "sourceId": "stepfun-37-flash", "title": "StepFun — Step 3.7 Flash pricing and model documentation", "publisher": "StepFun", "claimCount": 1, "criticalClaimCount": 1, "numericClaimCount": 1, "claimIds": [ "claim:models.15" ], "orphaned": false }, { "sourceId": "tencent-hunyuan-a13b", "title": "Tencent Cloud — Hunyuan A13B model overview", "publisher": "Tencent Cloud", "claimCount": 1, "criticalClaimCount": 1, "numericClaimCount": 1, "claimIds": [ "claim:models.16" ], "orphaned": false }, { "sourceId": "openai-hf-incident", "title": "OpenAI and Hugging Face partner to address security incident during model evaluation", "publisher": "OpenAI", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-china-controls", "title": "China considers tighter export controls on AI models and chips, FT reports", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-tsmc-prices", "title": "TSMC to raise chipmaking prices by up to 10% in 2027, Nikkei Asia reports", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "supermicro-q4-update", "title": "Supermicro Provides Fourth Quarter of Fiscal Year 2026 Preliminary Business Update", "publisher": "Supermicro Investor Relations", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-alphabet-earnings", "title": "Alphabet's Gemini delay, spending worries loom over earnings", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-anthropic-patent", "title": "Anthropic sued for infringing neural network technology patents", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-humanoid-funding", "title": "Robotics startup Humanoid raises $152 million Series A round at $1.35 billion valuation", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-msft", "title": "Microsoft stock quote", "publisher": "Nasdaq", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-googl", "title": "Alphabet Class A stock quote", "publisher": "Nasdaq", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-meta", "title": "Meta Platforms stock quote", "publisher": "Nasdaq", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-amzn", "title": "Amazon stock quote", "publisher": "Nasdaq", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-tsm", "title": "TSMC ADR stock quote", "publisher": "NYSE", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-orcl", "title": "Oracle stock quote", "publisher": "NYSE", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "openai-presence", "title": "Introducing OpenAI Presence", "publisher": "OpenAI", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "openai-national-science", "title": "Advancing the next era of national science", "publisher": "OpenAI", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "amd-anthropic", "title": "AMD and Anthropic announce strategic partnership for up to 2 GW of MI450 Series GPUs", "publisher": "AMD Newsroom", "claimCount": 11, "criticalClaimCount": 11, "numericClaimCount": 8, "claimIds": [ "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:benchmarkDimensions.8.status", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "google-q2-2026", "title": "Alphabet Q2 2026 earnings call — CEO remarks", "publisher": "Google / Alphabet", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "qwen-image3", "title": "Qwen-Image-3.0: Rich Content, Authentic Details, Deep Knowledge", "publisher": "Alibaba Cloud / Qwen", "claimCount": 1, "criticalClaimCount": 1, "numericClaimCount": 1, "claimIds": [ "claim:models.17" ], "orphaned": false }, { "sourceId": "qwen-audio3", "title": "Qwen-Audio-3.0-TTS: More Multilingual, Easier to Direct", "publisher": "Alibaba Cloud / Qwen", "claimCount": 12, "criticalClaimCount": 12, "numericClaimCount": 8, "claimIds": [ "claim:models.18", "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:benchmarkDimensions.8.status", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "reuters-server-cpu-china", "title": "Intel and AMD sign longer-term server CPU deals with Chinese clients as prices surge", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "ap-markets-jul22", "title": "How major US stock indexes fared Wednesday, July 22, 2026", "publisher": "Associated Press", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-nvda", "title": "NVIDIA July 22, 2026 closing quote", "publisher": "Yahoo Finance", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-amd", "title": "AMD July 22, 2026 closing quote", "publisher": "ChartExchange", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-smci", "title": "Super Micro Computer July 22, 2026 closing quote", "publisher": "ChartExchange", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-avgo", "title": "Broadcom July 22, 2026 closing quote", "publisher": "MarketWatch", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "microsoft-copilot-pro", "title": "Microsoft Copilot Pro plan and pricing", "publisher": "Microsoft", "claimCount": 1, "criticalClaimCount": 0, "numericClaimCount": 1, "claimIds": [ "claim:plans.5" ], "orphaned": false }, { "sourceId": "microsoft-copilot-business-promo", "title": "Microsoft 365 Copilot plans and promotional pricing", "publisher": "Microsoft", "claimCount": 1, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [ "claim:promotions.0" ], "orphaned": false }, { "sourceId": "perplexity-plans", "title": "Which Perplexity subscription plan is right for you?", "publisher": "Perplexity Support", "claimCount": 2, "criticalClaimCount": 0, "numericClaimCount": 1, "claimIds": [ "claim:plans.6", "claim:freeTiers.1" ], "orphaned": false }, { "sourceId": "xai-grok-plans", "title": "Grok product and plan page", "publisher": "xAI", "claimCount": 1, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [ "claim:plans.7" ], "orphaned": false }, { "sourceId": "anthropic-sonnet5", "title": "Introducing Claude Sonnet 5", "publisher": "Anthropic", "claimCount": 1, "criticalClaimCount": 0, "numericClaimCount": 1, "claimIds": [ "claim:promotions.1" ], "orphaned": false }, { "sourceId": "openai-health-chatgpt", "title": "Launching Health in ChatGPT", "publisher": "OpenAI", "claimCount": 3, "criticalClaimCount": 3, "numericClaimCount": 2, "claimIds": [ "claim:headline", "claim:dek", "claim:plainEnglish" ], "orphaned": false }, { "sourceId": "google-atlas-ai-economy", "title": "Understanding the AI economy — the first ATLAS report", "publisher": "Google", "claimCount": 2, "criticalClaimCount": 2, "numericClaimCount": 2, "claimIds": [ "claim:dek", "claim:plainEnglish" ], "orphaned": false }, { "sourceId": "deepseek-v4-pricing-retirement", "title": "DeepSeek V4 models, pricing and legacy alias retirement", "publisher": "DeepSeek API Docs", "claimCount": 3, "criticalClaimCount": 3, "numericClaimCount": 2, "claimIds": [ "claim:headline", "claim:dek", "claim:plainEnglish" ], "orphaned": false }, { "sourceId": "ftc-ai-accuracy-policy", "title": "FTC seeks public comment on policy statement addressing AI accuracy", "publisher": "Federal Trade Commission", "claimCount": 2, "criticalClaimCount": 2, "numericClaimCount": 2, "claimIds": [ "claim:dek", "claim:plainEnglish" ], "orphaned": false }, { "sourceId": "ap-markets-jul23", "title": "How major US stock indexes fared Thursday, July 23, 2026", "publisher": "Associated Press", "claimCount": 3, "criticalClaimCount": 3, "numericClaimCount": 2, "claimIds": [ "claim:headline", "claim:dek", "claim:plainEnglish" ], "orphaned": false }, { "sourceId": "market-googl-jul23", "title": "Alphabet July 23, 2026 closing quote", "publisher": "Nasdaq", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-nvda-jul23", "title": "NVIDIA July 23, 2026 closing quote", "publisher": "Nasdaq", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-amd-jul23", "title": "AMD July 23, 2026 closing quote", "publisher": "Nasdaq", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-smci-jul23", "title": "Super Micro Computer July 23, 2026 closing quote", "publisher": "Nasdaq", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-avgo-jul23", "title": "Broadcom July 23, 2026 closing quote", "publisher": "Nasdaq", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-msft-jul23", "title": "Microsoft July 23, 2026 closing quote", "publisher": "Nasdaq", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "meta-ai-actions-jul24", "title": "Meta AI Doesn’t Just Think, It Acts", "publisher": "Meta", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "google-eu-ai-transparency-code", "title": "Google signs the EU AI Act Code of Practice on Transparency of AI-Generated Content", "publisher": "Google", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "amd-advancing-ai-2026", "title": "AMD Advancing AI 2026", "publisher": "AMD", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "deepseek-v4-post-retirement", "title": "DeepSeek V4 models, pricing and legacy alias retirement", "publisher": "DeepSeek API Docs", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-summary-jul24", "title": "Broadcom shares fall as the S&P 500 and Dow finish slightly higher", "publisher": "MarketWatch", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-googl-jul24", "title": "Alphabet July 24, 2026 historical quote", "publisher": "Nasdaq", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-nvda-jul24", "title": "NVIDIA July 24, 2026 historical quote", "publisher": "Nasdaq", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-amd-jul24", "title": "AMD July 24, 2026 historical quote", "publisher": "Nasdaq", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-smci-jul24", "title": "Super Micro Computer July 24, 2026 historical quote", "publisher": "Nasdaq", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-avgo-jul24", "title": "Broadcom July 24, 2026 historical quote", "publisher": "Nasdaq", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "nvidia-sk-ai-factory-jul24", "title": "SK Group and NVIDIA Expand Strategic Partnership Across AI Factories and Next-Generation Memory", "publisher": "NVIDIA Newsroom", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "nvidia-korea-summit-jul24", "title": "At AI Summit, South Korea Outlines Its AI Future With NVIDIA and Partners", "publisher": "NVIDIA Blog", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "nvidia-kaist-lab-jul23", "title": "NVIDIA and KAIST Launch Joint AI Research Lab to Accelerate AI Innovation in Korea", "publisher": "NVIDIA Newsroom", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "wsj-openai-ohio-backstop-jul26", "title": "Nvidia in Talks With OpenAI to Guarantee $250 Billion Financing for Data Center", "publisher": "The Wall Street Journal", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-openai-ohio-backstop-jul26", "title": "Nvidia in talks with OpenAI to guarantee $250 billion financing for data center, WSJ reports", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "theinformation-openai-ohio-campus-jun09", "title": "OpenAI in Talks to Lease 10 Gigawatt Ohio Data Center with Backing From Nvidia", "publisher": "The Information", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "nvidia-open-secure-ai-alliance-jul27", "title": "Industry Leaders Unite in Open Secure AI Alliance for AI Safety and Security", "publisher": "NVIDIA Blog", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "nvidia-ssi-partnership-jul27", "title": "Ilya Sutskever’s Safe Superintelligence Inc. and NVIDIA Announce Long-Term Strategic Partnership", "publisher": "NVIDIA Newsroom", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "openai-work-frontier-jul27", "title": "How AI is expanding what people do at work", "publisher": "OpenAI", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-altman-huang-warner-jul27", "title": "OpenAI CEO Sam Altman and NVIDIA CEO Jensen Huang to meet Senator Mark Warner", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "ap-us-market-close-jul27", "title": "How major US stock indexes fared Monday 7/27/2026", "publisher": "The Associated Press", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-nvda-jul27", "title": "NVIDIA July 27, 2026 historical quote", "publisher": "Investing.com", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "meta-blackrock-el-paso-jul28", "title": "Meta Announces New Strategic Venture with BlackRock to Develop Data Center in El Paso", "publisher": "Meta Investor Relations", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "pacing-frontier-jul28", "title": "Pacing the Frontier", "publisher": "Pacing the Frontier", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "mcp-releases-status-jul28", "title": "Releases · modelcontextprotocol/modelcontextprotocol", "publisher": "Model Context Protocol on GitHub", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "mcp-versioning-status-jul28", "title": "Versioning - Model Context Protocol", "publisher": "Model Context Protocol", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "fcc-robots-inverters-jul28", "title": "FCC bans humanoid robots from China, citing unacceptable risks", "publisher": "The Guardian", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-chip-rout-jul28", "title": "Chip rout", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "ap-us-market-close-jul28", "title": "How major US stock indexes fared Tuesday 7/28/2026", "publisher": "The Associated Press", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-qcom-jul28", "title": "Qualcomm Inc. stock underperforms Tuesday when compared to competitors", "publisher": "MarketWatch", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-wall-street-fed-ai-jul29", "title": "Wall Street closes down sharply after Fed holds rates unchanged", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "ap-us-market-close-jul29", "title": "How major US stock indexes fared Wednesday 7/29/2026", "publisher": "The Associated Press", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "meta-q2-event-jul29", "title": "Q2 2026 Earnings Call", "publisher": "Meta Investor Relations", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "microsoft-fy26-q4-event-jul29", "title": "Microsoft announces quarterly earnings release date", "publisher": "Microsoft Source", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "mcp-releases-jul29", "title": "Releases · modelcontextprotocol/modelcontextprotocol", "publisher": "Model Context Protocol on GitHub", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "mcp-versioning-jul29", "title": "Versioning - Model Context Protocol", "publisher": "Model Context Protocol", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "eu-ai-transparency-guidelines-jul20", "title": "Commission publishes guidelines on transparency obligations for providers and deployers of certain AI systems", "publisher": "European Commission", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "microsoft-project-perception-jul27", "title": "Rethinking security for the age of AI", "publisher": "Microsoft", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-spx-jul29", "title": "S&P 500 Index historical data", "publisher": "MarketWatch", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-dji-jul29", "title": "Dow Jones Industrial Average historical data", "publisher": "Yahoo Finance", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-ixic-jul29", "title": "Nasdaq Composite historical data", "publisher": "Yahoo Finance", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-amazon-aws-jul30", "title": "Amazon lifts investment plans after strong cloud sales; shares jump", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-wall-street-microsoft-jul30", "title": "Wall Street ends sharply higher, lifted by soaring Microsoft", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "ap-apple-q3-jul30", "title": "Strong iPhone sales propel Apple fiscal Q3 results past Wall Street expectations", "publisher": "The Associated Press", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "amazon-q2-event-jul30", "title": "Q2 2026 Amazon.com earnings conference call", "publisher": "Amazon Investor Relations", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "mcp-releases-jul30", "title": "Releases · modelcontextprotocol/modelcontextprotocol", "publisher": "Model Context Protocol on GitHub", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "mcp-versioning-jul30", "title": "Versioning - Model Context Protocol 2026-07-28", "publisher": "Model Context Protocol", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-spx-jul30", "title": "S&P 500 Index historical data", "publisher": "MarketWatch", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-dji-jul30", "title": "Dow Jones Industrial Average historical data", "publisher": "Yahoo Finance", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-ixic-jul30", "title": "Nasdaq Composite historical data", "publisher": "Yahoo Finance", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "eu-article50-aug2", "title": "Commission publishes guidelines on transparency obligations for providers and deployers of certain AI systems", "publisher": "European Commission", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "eu-gpai-enforcement-aug2", "title": "Commission enforcement powers for obligations covering the most advanced general-purpose AI models", "publisher": "European Commission AI Act Service Desk", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "eu-ai-act-timeline-aug2", "title": "Timeline for the implementation of the EU AI Act", "publisher": "European Commission AI Act Service Desk", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "eu-governance-enforcement-aug2", "title": "Governance and enforcement of the AI Act", "publisher": "European Commission", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "huggingface-agent-incident-jul16", "title": "Security incident disclosure — July 2026", "publisher": "Hugging Face", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-eu-agent-talks-jul31", "title": "EU in talks with OpenAI, Anthropic after rogue AI agent hacks", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-us-voluntary-tests-aug3", "title": "Meta, Anthropic, Google, OpenAI to meet Trump officials about AI safety testing", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "whitehouse-frontier-security-order-jun2", "title": "Promoting Advanced Artificial Intelligence Innovation and Security", "publisher": "The White House", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-uk-voluntary-regulation-aug3", "title": "Britain says it is open to AI regulation if voluntary safeguards fall short", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "uk-ai-cyber-code-jul10", "title": "Code of Practice for the Cyber Security of AI", "publisher": "UK Government", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-palantir-q2-aug3", "title": "Palantir lifts annual revenue forecast on steady demand for AI-powered data analytics", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "ap-us-markets-aug3", "title": "How major US stock indexes fared Monday 8/3/2026", "publisher": "The Associated Press", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-ai-futures-aug4", "title": "US stock futures advance as strong AI-linked earnings continue", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-spx-aug3", "title": "S&P 500 Index historical data", "publisher": "MarketWatch", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-dji-aug3", "title": "Dow Jones Industrial Average historical data", "publisher": "Yahoo Finance", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-ixic-aug3", "title": "Nasdaq Composite historical data", "publisher": "Yahoo Finance", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-whitehouse-open-weight-aug4", "title": "Trump advisers tell AI firms they will not safety-test open-weight models", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "aisi-unsanctioned-agent-report-aug4", "title": "Incident Report: unsanctioned agent behaviour during cyber testing", "publisher": "UK AI Security Institute", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "openai-third-party-cyber-evals-aug4", "title": "Third-party cyber evaluations involving OpenAI models", "publisher": "OpenAI", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-agent-breaches-aug5", "title": "OpenAI, Anthropic AI agents implicated in new security breaches", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-anthropic-global-affairs-aug4", "title": "Anthropic names global affairs chief to tackle AI policy as Trump tensions persist", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-us-markets-aug4", "title": "Dow, S&P 500 close at record on AI-linked earnings, Mideast deal hopes", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-spx-aug4", "title": "S&P 500 Index historical data — August 4, 2026 close", "publisher": "MarketWatch", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-dji-aug4", "title": "Dow Jones Industrial Average historical data — August 4, 2026 close", "publisher": "Yahoo Finance", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-ixic-aug4", "title": "Nasdaq Composite historical data — August 4, 2026 close", "publisher": "Yahoo Finance", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-google-ai-leadership-aug5", "title": "Google shakes up AI leadership as DeepMind chief shifts role", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-meta-cyber-eval-aug5", "title": "Meta AI model hacks another company during testing", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-amd-ai-payoff-aug5", "title": "AMD falls as investors demand bigger AI payoff", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-global-markets-aug5", "title": "Stocks mixed with Nasdaq down; US oil eases on Iran talks", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-spx-aug5", "title": "S&P 500 Index historical data — August 5, 2026 close", "publisher": "MarketWatch", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-dji-aug5", "title": "Dow Jones Industrial Average historical data — August 5, 2026 close", "publisher": "Yahoo Finance", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-ixic-aug5", "title": "Nasdaq Composite historical data — August 5, 2026 close", "publisher": "Yahoo Finance", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-alibaba-qwen38-license-aug7", "title": "Alibaba plans to charge big users of its next open-source AI model, sources say", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-amd-taalas-aug6", "title": "AMD deepens AI inference bet with Taalas deal as chip race heats up", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-deepseek-unitree-aug6", "title": "DeepSeek invests $20.8 million in Unitree's Shanghai IPO", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-deepseek-funding-aug6", "title": "DeepSeek resumes funding round seeking nearly $8 billion, Bloomberg News reports", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-us-ai-policy-pressure-aug6", "title": "Trump's tech ties come under bipartisan fire after AI agents go rogue", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-us-markets-aug6", "title": "Stocks close lower as investors eye Mideast talks, earnings", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-global-markets-aug7", "title": "Asian shares pause for US jobs, oil extends gains on Mideast risk", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-spx-aug6", "title": "S&P 500 Index historical data — August 6, 2026 close", "publisher": "MarketWatch", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-dji-aug6", "title": "Dow Jones Industrial Average historical data — August 6, 2026 close", "publisher": "Yahoo Finance", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-ixic-aug6", "title": "Nasdaq Composite historical data — August 6, 2026 close", "publisher": "Yahoo Finance", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "whitehouse-frontier-ai-eo-jun2", "title": "Promoting Advanced Artificial Intelligence Innovation and Security", "publisher": "The White House", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "guardian-whitehouse-ai-framework-aug7", "title": "The White House's plan to vet potentially dangerous AI is cloaked in secrecy", "publisher": "The Guardian", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-open-weight-testing-aug4", "title": "Trump advisers tell AI firms they will not safety-test open-weight models", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-us-jobs-aug7", "title": "US suffers unexpected job losses in July, markets dial back rate hike expectations", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-us-markets-aug7", "title": "S&P closes at record high as soft jobs report eases rate-hike concerns", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-inflation-weekahead-aug7", "title": "Wall St Week Ahead: Inflation data to test record-setting US stocks, Fed rate views", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "wsj-source-foundry-aug7", "title": "Situational Awareness Bets $400 Million on Stealth Chip Startup After Crash", "publisher": "The Wall Street Journal", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-dji-aug7", "title": "Dow Jones Industrial Average historical data — August 7, 2026 close", "publisher": "Yahoo Finance", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-ixic-aug7", "title": "Nasdaq Composite historical data — August 7, 2026 close", "publisher": "Yahoo Finance", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "market-spx-aug7", "title": "S&P 500 Index historical data — August 7, 2026 close", "publisher": "MarketWatch", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-apple-qwen-mac-aug8", "title": "Apple says Mac users in China can connect to Alibaba's Qwen AI service", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-openai-astra-cyber-aug7", "title": "OpenAI flags possible critical cybersecurity risk in upcoming model, tightens controls", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "openai-preparedness-framework-v2", "title": "Preparedness Framework v2", "publisher": "OpenAI", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-aisi-agent-evals-aug5", "title": "OpenAI, Anthropic AI agents implicated in new security breaches", "publisher": "Reuters", "claimCount": 10, "criticalClaimCount": 10, "numericClaimCount": 8, "claimIds": [ "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "reuters-nist-ai-evals-aug7", "title": "Trump says Congress wants to regulate AI industry 'out of business'", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "apple-cn-intelligence-support-aug8", "title": "Use Apple Intelligence on Mac", "publisher": "Apple Support China", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "openai-atlas-retirement-aug9", "title": "Evolving Atlas into ChatGPT for browser-based agentic work", "publisher": "OpenAI Help Center", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "anthropic-opus5-release-jul24", "title": "Claude Platform release notes — Claude Opus 5", "publisher": "Anthropic", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "arcprize-opus5-jul24", "title": "Claude Opus 5 — ARC-AGI results", "publisher": "ARC Prize", "claimCount": 10, "criticalClaimCount": 10, "numericClaimCount": 8, "claimIds": [ "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "arcprize-gpt56-jul9", "title": "GPT-5.6 — ARC-AGI results", "publisher": "ARC Prize", "claimCount": 10, "criticalClaimCount": 10, "numericClaimCount": 8, "claimIds": [ "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "reuters-qwen38-aug3", "title": "Alibaba unveils Qwen3.8-Max", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "alibaba-model-catalog-aug9", "title": "Alibaba Cloud Model Studio model catalog", "publisher": "Alibaba Cloud", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "alibaba-model-pricing-aug9", "title": "Alibaba Cloud Model Studio pricing", "publisher": "Alibaba Cloud", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "deepseek-v4-apr24", "title": "DeepSeek V4-Pro and V4-Flash release notes", "publisher": "DeepSeek", "claimCount": 1, "criticalClaimCount": 1, "numericClaimCount": 1, "claimIds": [ "claim:models.8" ], "orphaned": false }, { "sourceId": "deepseek-v4-pricing-aug9", "title": "DeepSeek API pricing — V4-Flash", "publisher": "DeepSeek", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "artificialanalysis-v4flash-aug9", "title": "DeepSeek V4 Flash — independent model analysis", "publisher": "Artificial Analysis", "claimCount": 10, "criticalClaimCount": 10, "numericClaimCount": 8, "claimIds": [ "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "reuters-deepseek-v4-aug3", "title": "DeepSeek V4-Flash cost and performance reporting", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-bigtech-leases-aug4", "title": "AI data-centre race builds $1 trillion lease burden for Big Tech", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "sec-msft-leases-mar31", "title": "Microsoft Form 10-Q — leases not yet commenced", "publisher": "U.S. Securities and Exchange Commission", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "sec-meta-leases-mar31", "title": "Meta Platforms Form 10-Q lease commitments", "publisher": "U.S. Securities and Exchange Commission", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "sec-alphabet-leases-mar31", "title": "Alphabet Form 10-Q — leases not yet commenced", "publisher": "U.S. Securities and Exchange Commission", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "aisi-test-time-compute", "title": "Measuring AI agents progress on multi-step cyber attack scenarios", "publisher": "UK AI Security Institute", "claimCount": 10, "criticalClaimCount": 10, "numericClaimCount": 8, "claimIds": [ "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "anthropic-models-overview-aug9", "title": "Claude models overview", "publisher": "Anthropic", "claimCount": 1, "criticalClaimCount": 1, "numericClaimCount": 1, "claimIds": [ "claim:models.1" ], "orphaned": false }, { "sourceId": "reuters-nvidia-financing-aug10", "title": "Wall Street giants partner with Nvidia on $500 billion AI financing plan", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "nvidia-naver-brookfield-jul24", "title": "NAVER, NVIDIA and Brookfield to Expand Korea’s National AI Factory Infrastructure Buildout", "publisher": "NVIDIA Newsroom", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-datacenter-lender-risk-aug10", "title": "Lenders scrutinize U.S. data-center financing as community opposition builds", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-house-agent-oversight-aug10", "title": "U.S. House Democrats press Anthropic, OpenAI about AI-agent incidents", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "openai-hf-incident-jul21", "title": "Hugging Face model-evaluation security incident", "publisher": "OpenAI", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "huggingface-agent-intrusion-jul27", "title": "Agent intrusion technical timeline", "publisher": "Hugging Face", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "anthropic-containment-may25", "title": "How we contain Claude across products", "publisher": "Anthropic", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-meta-glimmer-aug10", "title": "Meta launches new AI model as Zuckerberg champions open-weight push", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-maia300-aug10", "title": "Microsoft plans to unveil its new Maia 300 AI chip this fall, The Information reports", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "microsoft-maia300-transcript-mar4", "title": "Morgan Stanley Technology, Media & Telecom Conference", "publisher": "Microsoft Investor Relations", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "cvpr-agentsafe-2026", "title": "AGENTSAFE: Benchmarking the Safety of Embodied Agents on Hazardous Instructions", "publisher": "CVPR 2026", "claimCount": 10, "criticalClaimCount": 10, "numericClaimCount": 8, "claimIds": [ "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "acl-safeagent-2026", "title": "SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator", "publisher": "ACL 2026", "claimCount": 10, "criticalClaimCount": 10, "numericClaimCount": 8, "claimIds": [ "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "ap-us-markets-aug10", "title": "How major U.S. stock indexes fared Monday 8/10/2026", "publisher": "Associated Press", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-coreweave-supermicro-aug12", "title": "CoreWeave, Super Micro surge on signs of sustained AI buildout", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "coreweave-q1-backlog-definition-2026", "title": "CoreWeave Reports Strong First Quarter 2026 Results", "publisher": "CoreWeave Investor Relations", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "supermicro-q4-preliminary-jul21", "title": "Supermicro Provides Fourth Quarter of Fiscal Year 2026 Preliminary Business Update", "publisher": "Super Micro Computer Investor Relations", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-cisco-ai-orders-aug12", "title": "Cisco forecasts annual revenue above estimates on sustained AI spending", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-foxconn-cowos-aug12", "title": "Taiwan’s Foxconn reports 35% rise in Q2 profit on AI demand, beats forecasts", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "tsmc-cowos-3dfabric", "title": "3DFabric: CoWoS and advanced packaging", "publisher": "TSMC", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-taiwan-ai-attack-aug13", "title": "Taiwan says it was targeted last month in AI-driven hacking campaign", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "ft-taiwan-agent-cyber-aug12", "title": "China-linked hackers hit Taiwan in unprecedented autonomous AI cyber attack", "publisher": "Financial Times", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "taiwan-openclaw-advisory-mar2026", "title": "OpenClaw cybersecurity risk advisory", "publisher": "Taiwan Administration for Cyber Security", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-google-deepmind-aug12", "title": "Inside the Google executive moves that led to its big AI reshuffle", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "google-gemini-35-current", "title": "Gemini 3.5", "publisher": "Google DeepMind", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-cerebras-q2-aug12", "title": "Cerebras raises annual targets on strong AI chip demand", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-lightcap-openai-aug11", "title": "Senior OpenAI executive Brad Lightcap to leave for new venture", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-japan-ai-adoption-aug12", "title": "Strong majority of Japanese firms have yet to fully embrace AI", "publisher": "Reuters / Nikkei Research", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "whitehouse-frontier-order-jun2026", "title": "Promoting Advanced Artificial Intelligence Innovation and Security", "publisher": "The White House", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "whitehouse-nspm11-jun2026", "title": "National Security Presidential Memorandum 11", "publisher": "The White House", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "wired-open-model-policy-aug12", "title": "The White House Is Going to Expand Its AI Policy", "publisher": "WIRED", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "ap-us-markets-aug12", "title": "How major U.S. stock indexes fared Wednesday 8/12/2026", "publisher": "Associated Press", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-deepseek-v4-0813-aug13", "title": "DeepSeek releases official V4 Pro model as it steps up expansion", "publisher": "Reuters", "claimCount": 1, "criticalClaimCount": 1, "numericClaimCount": 1, "claimIds": [ "claim:models.0" ], "orphaned": false }, { "sourceId": "reuters-deepseek-pricing-aug13", "title": "DeepSeek raises API pricing for its V4 models", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "deepseek-pricing-current-aug13", "title": "Models & Pricing", "publisher": "DeepSeek API Docs", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "deepseek-v4-preview-apr24", "title": "DeepSeek-V4-Pro and DeepSeek-V4-Flash release notes", "publisher": "DeepSeek API Docs", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-databricks-aug13", "title": "Databricks raises $5 billion in financing at $190 billion valuation", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-databricks-jul17", "title": "Databricks valued at $188 billion after Coatue-led investment term sheet", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-applied-materials-aug13", "title": "Applied Materials forecasts quarterly revenue above estimates", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-smic-aug13", "title": "SMIC profit more than triples on AI-driven chip demand", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-lt-together-aug13", "title": "India’s Larsen & Toubro secures AI data-centre order worth up to $1.57 billion", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "axios-openai-cro-aug13", "title": "OpenAI revenue chief Denise Dresser to leave", "publisher": "Axios", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "openai-enterprise-apr8", "title": "The next phase of enterprise AI", "publisher": "OpenAI", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-amd-debt-aug13", "title": "AMD looks to raise $4 billion to $5 billion in debt offering", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "arxiv-runtime-contract-aug11", "title": "Agent Safety Should Be a Runtime Contract", "publisher": "arXiv", "claimCount": 10, "criticalClaimCount": 10, "numericClaimCount": 8, "claimIds": [ "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "ap-us-markets-aug13", "title": "How major U.S. stock indexes fared Thursday 8/13/2026", "publisher": "Associated Press", "claimCount": 3, "criticalClaimCount": 3, "numericClaimCount": 3, "claimIds": [ "claim:markets.0", "claim:markets.1", "claim:markets.2" ], "orphaned": false }, { "sourceId": "reuters-smic-pricing-aug14", "title": "Chinese chipmaker SMIC increases prices on strong AI demand", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-private-credit-roundup-aug14", "title": "Private credit roundup: Nvidia's half trillion for chips financing, plus others", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-goldman-nvidia-finance-aug14", "title": "Goldman in talks with investors on Nvidia financing deal after landing prized role, sources say", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-zai-glm53-aug14", "title": "China's Z.ai says new model nears Anthropic's Mythos 5 in cyber-defence tests", "publisher": "Reuters", "claimCount": 10, "criticalClaimCount": 10, "numericClaimCount": 8, "claimIds": [ "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "anthropic-risk-report-aug14", "title": "Risk Report: August 2026", "publisher": "Anthropic", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "axios-anthropic-risk-aug14", "title": "Anthropic sees AI risks rising, no plan to release stronger Model 2", "publisher": "Axios", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-pax-silica-exclusivity-aug15", "title": "US to tell partners they must pick sides in AI race with China", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "vietnam-decision33-moj-aug15", "title": "Ban hành Danh mục hệ thống trí tuệ nhân tạo có rủi ro cao", "publisher": "Vietnam Ministry of Justice", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "vietnam-decision33-official-aug15", "title": "Quyết định số 33/2026/QĐ-TTg: Ban hành Danh mục hệ thống trí tuệ nhân tạo có rủi ro cao", "publisher": "Government of Vietnam", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "microsoft-foundry-retirement-aug15", "title": "Model retirement schedule - Microsoft Foundry", "publisher": "Microsoft Learn", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "sap-analytics-cloud-aug15", "title": "What's New in SAP Analytics Cloud", "publisher": "SAP Help Portal", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "arxiv-multi-agent-institutions-aug10", "title": "Multi-Agent AI Safety as an Institutional Design Problem", "publisher": "arXiv", "claimCount": 10, "criticalClaimCount": 10, "numericClaimCount": 8, "claimIds": [ "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "reuters-amat-expectations-aug14", "title": "Applied Materials slips as investors seek faster growth after stellar run", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "deepseek-pricing-current-aug15", "title": "Models & Pricing", "publisher": "DeepSeek API Docs", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-anthropic-ipo-forecast-aug15", "title": "Anthropic IPO valuation hinges on $190-200 billion 2028 revenue forecast, sources say", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-nvidia-openai-ohio-backstop-aug14", "title": "Nvidia scales back funding guarantee for Ohio OpenAI data center, WSJ reports", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-uscc-data-aug18", "title": "US advisory body says China’s data dominance gives it AI advantage", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "uscc-two-loops-mar23", "title": "Two Loops: How China’s Open AI Strategy Reinforces Its Industrial Dominance", "publisher": "U.S.-China Economic and Security Review Commission", "claimCount": 10, "criticalClaimCount": 10, "numericClaimCount": 8, "claimIds": [ "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "china-nda-data-survey-apr29", "title": "全国数据资源调查报告（2025年）正式发布", "publisher": "China National Data Administration", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-china-robots-aug18", "title": "Beyond marathons and backflips, China’s robots face a commercial test", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-unitree-us-research-aug18", "title": "How US military funding propelled China’s robot dogs", "publisher": "Reuters", "claimCount": 10, "criticalClaimCount": 10, "numericClaimCount": 8, "claimIds": [ "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "ap-chatgpt-teens-aug18", "title": "OpenAI launches ChatGPT for Teens, promising a more age-appropriate chatbot", "publisher": "Associated Press", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "openai-age-prediction-aug18", "title": "Age prediction in ChatGPT", "publisher": "OpenAI Help Center", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "openai-parental-controls-aug18", "title": "Parental Controls on ChatGPT - FAQ", "publisher": "OpenAI Help Center", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-nvidia-ohio-aug17", "title": "Nvidia to provide up to $105 billion guarantee for OpenAI’s Ohio data center", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-baidu-q2-aug18", "title": "Baidu revenue misses as advertising slide outweighs AI cloud gains", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "baidu-ir-q2-call-aug18", "title": "Q2 2026 Baidu Earnings Conference Call", "publisher": "Baidu Investor Relations", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-anthropic-run-rate-aug17", "title": "Anthropic revenue run rate tops $65 billion, source says", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "deepseek-pricing-current-aug18", "title": "Models & Pricing", "publisher": "DeepSeek API Docs", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-openai-slowdown-aug18", "title": "OpenAI slows model training to bolster security after Hugging Face hack", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "openai-astra-critical-aug7", "title": "Responding to the next frontier of critical cyber capabilities", "publisher": "OpenAI", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "openai-third-party-cyber-aug4", "title": "Third-party cyber evaluations involving OpenAI models", "publisher": "OpenAI", "claimCount": 10, "criticalClaimCount": 10, "numericClaimCount": 8, "claimIds": [ "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "openai-preparedness-apr15", "title": "Our updated Preparedness Framework", "publisher": "OpenAI", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-cerebras-cs4-aug19", "title": "Cerebras launches new server chip and system designed to speed AI chatbots", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "jll-emea-dc-aug3", "title": "EMEA data centre mid-year 2026 report", "publisher": "JLL", "claimCount": 10, "criticalClaimCount": 10, "numericClaimCount": 8, "claimIds": [ "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "reuters-europe-dc-aug19", "title": "Europe AI data centres seek cheaper, quicker energy and land", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-china-sovereignty-aug19", "title": "China urges respect for digital sovereignty in AI race", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-us-pick-sides-aug14", "title": "US to tell partners they must pick sides in AI race with China", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "china-mfa-digital-sovereignty-jul23", "title": "Foreign Ministry Spokesperson’s Remarks on China Releasing the Position Paper on Global Cyber Governance in the Digital Intelligent Age", "publisher": "Ministry of Foreign Affairs of the People’s Republic of China", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-guidelight-control-aug19", "title": "AI firms can’t yet contain what they’ve built, study finds", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "guidelight-control-standard-v1", "title": "Control v1.0", "publisher": "Guidelight AI Standards", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "guidelight-development-process", "title": "Our Standards Development Process", "publisher": "Guidelight AI Standards", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "aisi-unsanctioned-agent-aug4", "title": "Incident Report: unsanctioned agent behaviour during cyber testing", "publisher": "UK AI Security Institute", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-aisi-maintainer-aug20", "title": "How a Texas student blew the whistle on a rogue AI hacking attempt", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-marvell-google-aug19", "title": "Marvell gives Google option to buy $12.2 billion stake in custom AI chip deal", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "axios-openai-private-safety-aug19", "title": "OpenAI previews zero-retention safety system as Anthropic requires data logs", "publisher": "Axios", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-brazil-sovereign-ai-aug20", "title": "Brazil launches AI supercomputer push, splits projects between Chinese, US firms", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-nvidia-cloverleaf-aug21", "title": "Nvidia invests in data center developer Cloverleaf Infrastructure", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-anthropic-retention-aug20", "title": "Anthropic plans to change enterprise data retention policy, source says", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "anthropic-covered-model-retention", "title": "Data retention practices for Covered Models", "publisher": "Anthropic / Claude Help Center", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-ai-financing-yields-aug21", "title": "Wall St Week Ahead: Nvidia earnings, Jackson Hole to test pillars of stock rally", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "nvidia-financing-platforms-aug10", "title": "NVIDIA Partners With Apollo, BlackRock, Blackstone, Brookfield, Goldman Sachs and KKR to Establish AI Compute Infrastructure Financing Platforms to Mobilize Over $500 Billion of Third-Party Capital", "publisher": "NVIDIA Investor Relations", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-openai-sol-price-aug21", "title": "OpenAI cuts developer pricing for frontier GPT-5.6 Sol model by more than 20%", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "openai-api-pricing-aug22", "title": "API pricing", "publisher": "OpenAI", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-india-it-contracts-aug21", "title": "AI reshapes India's IT services sector contracts as clients demand more for less", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-aisi-agent-aug20", "title": "How a Texas student blew the whistle on a rogue AI hacking attempt", "publisher": "Reuters", "claimCount": 10, "criticalClaimCount": 10, "numericClaimCount": 8, "claimIds": [ "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "aisi-agent-incident-report", "title": "Incident Report: unsanctioned agent behaviour during cyber testing", "publisher": "UK AI Security Institute", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "reuters-ace-robotics-aug21", "title": "ACE Robotics chairman says robot brains will have ChatGPT moment by end of 2027", "publisher": "Reuters", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "kairos-open-source-repo", "title": "Kairos: official code for a cross-embodiment world model", "publisher": "Kairos-AGI / GitHub", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "cltr-loss-of-control-report-2026", "title": "Loss of Control Observatory 2026 Telemetry Report", "publisher": "Centre for Long-Term Resilience / UK AISI", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "industry-cyber-defense-call-2026", "title": "A Call for Collective Action on Cyber Defense", "publisher": "OpenAI, Anthropic, Google, Microsoft, AWS, Nvidia Coalition", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "zhipu-glm53-flash-release", "title": "GLM-5.3-Flash open weights release and pricing", "publisher": "Z.ai / Hugging Face", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "alibaba-qwen38-flash-docs", "title": "Qwen3.8-Flash-Next API and architecture documentation", "publisher": "Alibaba Cloud", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "cisco-agent-rollout-2026", "title": "Cisco deploys MyAgent to 90,000 employees and expands Secure AI Factory", "publisher": "Cisco Systems", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "nist-eu-agent-sandboxing-2026", "title": "Joint Guidelines on Autonomous Agent Sandboxing and Ephemeral Credentials", "publisher": "NIST & European AI Office", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "cloud-asic-inference-economics", "title": "Q3 2026 Cloud Datacenter Silicon TCO and Inference Economics", "publisher": "AWS & Google Cloud Infrastructure", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "arc-anthropic-cot-faithfulness", "title": "Evaluating Chain-of-Thought Faithfulness Under Outcome Reinforcement Learning", "publisher": "Anthropic Research & Alignment Research Center", "claimCount": 10, "criticalClaimCount": 10, "numericClaimCount": 8, "claimIds": [ "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "ollama-streaming-audio-quant", "title": "4-bit Streaming KV Audio Quantization Kernels for Edge Devices", "publisher": "llama.cpp / Ollama Open Source", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "llama-3-4-moe-release", "title": "Meta Llama 3.4-MoE Weights Release & Speculative Draft Heads", "publisher": "Meta AI / Hugging Face", "claimCount": 10, "criticalClaimCount": 10, "numericClaimCount": 8, "claimIds": [ "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "ferc-doe-grid-colocation-order", "title": "FERC Docket RM26-4-000 & DOE Joint Order on 500MW+ Datacenter Co-Location", "publisher": "Federal Energy Regulatory Commission & US DOE", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "clean-energy-ppa-economics", "title": "Q3 2026 Hyperscaler Energy PPA Filings and Clean Baseload Economics", "publisher": "AWS & Google Cloud Infrastructure Telemetry", "claimCount": 0, "criticalClaimCount": 0, "numericClaimCount": 0, "claimIds": [], "orphaned": true }, { "sourceId": "stanford-berkeley-steering", "title": "Deterministic Containment of Autonomous Agent Tool Invocation via Residual Activation Steering", "publisher": "Stanford CRFM & UC Berkeley AI Research", "claimCount": 10, "criticalClaimCount": 10, "numericClaimCount": 8, "claimIds": [ "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "bird-sql-evaluation-harness", "title": "BIRD-SQL Cross-Domain Enterprise Relational Database Benchmark Leaderboard", "publisher": "BIRD-SQL Consortium / DAMO", "claimCount": 10, "criticalClaimCount": 10, "numericClaimCount": 8, "claimIds": [ "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "google-gemini-38-launch", "title": "Gemini 3.8 Architecture, Multimodal Latency, and Reasoning Evaluation", "publisher": "Google DeepMind", "claimCount": 9, "criticalClaimCount": 7, "numericClaimCount": 4, "claimIds": [ "claim:whatChanged.0", "claim:mattersToday.0", "claim:watchNext.0", "claim:executiveBriefing.0.summary", "claim:executiveBriefing.0.whatHappened", "claim:executiveBriefing.0.whyItMatters", "claim:executiveBriefing.0.action", "claim:snapshots.0", "claim:industry.0" ], "orphaned": false }, { "sourceId": "openai-astra-safety-audit", "title": "OpenAI Astra Preparedness Evaluation and ChatGPT Enterprise Rollout", "publisher": "OpenAI", "claimCount": 10, "criticalClaimCount": 8, "numericClaimCount": 0, "claimIds": [ "claim:whatChanged.1", "claim:mattersToday.1", "claim:watchNext.1", "claim:executiveBriefing.1.summary", "claim:executiveBriefing.1.whatHappened", "claim:executiveBriefing.1.whyItMatters", "claim:executiveBriefing.1.action", "claim:snapshots.1", "claim:industry.1", "claim:safetyPolicy.0" ], "orphaned": false }, { "sourceId": "mistral-large-3-release", "title": "Mistral Large 3 Architecture Whitepaper and Open Weights", "publisher": "Mistral AI", "claimCount": 8, "criticalClaimCount": 6, "numericClaimCount": 5, "claimIds": [ "claim:whatChanged.2", "claim:mattersToday.2", "claim:watchNext.3", "claim:executiveBriefing.2.summary", "claim:executiveBriefing.2.whatHappened", "claim:executiveBriefing.2.whyItMatters", "claim:executiveBriefing.2.action", "claim:snapshots.2" ], "orphaned": false }, { "sourceId": "kv-cache-mla-systems", "title": "Multi-Head Latent Attention and 4-Bit PagedAttention Serving Implementations", "publisher": "vLLM Project & TensorRT-LLM", "claimCount": 18, "criticalClaimCount": 16, "numericClaimCount": 12, "claimIds": [ "claim:whatChanged.3", "claim:mattersToday.3", "claim:watchNext.2", "claim:executiveBriefing.3.summary", "claim:executiveBriefing.3.whatHappened", "claim:executiveBriefing.3.whyItMatters", "claim:executiveBriefing.3.action", "claim:snapshots.3", "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:dailyDelta.unchanged.0" ], "orphaned": false }, { "sourceId": "deepseek-kimi-long-context-pricing", "title": "DeepSeek and Moonshot Long-Context API Pricing Schedule", "publisher": "DeepSeek Open Platform & Moonshot AI", "claimCount": 3, "criticalClaimCount": 3, "numericClaimCount": 2, "claimIds": [ "claim:whatChanged.4", "claim:mattersToday.4", "claim:industry.4" ], "orphaned": false }, { "sourceId": "eu-ai-office-gpai-guidelines", "title": "European AI Office Implementation Rules for Systemic GPAI Models", "publisher": "European Commission AI Office", "claimCount": 8, "criticalClaimCount": 6, "numericClaimCount": 1, "claimIds": [ "claim:whatChanged.5", "claim:mattersToday.5", "claim:watchNext.4", "claim:executiveBriefing.4.summary", "claim:executiveBriefing.4.whatHappened", "claim:executiveBriefing.4.whyItMatters", "claim:executiveBriefing.4.action", "claim:industry.2" ], "orphaned": false }, { "sourceId": "nist-ai-600-2-agent-profile", "title": "NIST AI 600-2: Profile for Assessing Autonomous Agent Deployments", "publisher": "US National Institute of Standards and Technology", "claimCount": 3, "criticalClaimCount": 3, "numericClaimCount": 0, "claimIds": [ "claim:whatChanged.6", "claim:industry.3", "claim:safetyPolicy.2" ], "orphaned": false }, { "sourceId": "mit-cmu-decomposed-semantic-inversion", "title": "Decomposed Semantic Inversion in Long-Context LLMs", "publisher": "MIT CSAIL & Carnegie Mellon University", "claimCount": 14, "criticalClaimCount": 13, "numericClaimCount": 10, "claimIds": [ "claim:whatChanged.7", "claim:mattersToday.6", "claim:watchNext.5", "claim:safetyPolicy.1", "claim:benchmark.disclosure", "claim:benchmark.items.0", "claim:benchmark.items.1", "claim:benchmark.items.2", "claim:benchmark.items.3", "claim:benchmark.items.4", "claim:benchmark.items.5", "claim:benchmark.items.6", "claim:benchmark.items.7", "claim:dailyDelta.unchanged.0" ], "orphaned": false } ], "blockers": [ { "code": "weak-claim-evidence", "claimId": "claim:markets.0", "path": "markets.0", "message": "markets.0 is supported only by grade D/E evidence." }, { "code": "weak-claim-evidence", "claimId": "claim:markets.1", "path": "markets.1", "message": "markets.1 is supported only by grade D/E evidence." }, { "code": "weak-claim-evidence", "claimId": "claim:markets.2", "path": "markets.2", "message": "markets.2 is supported only by grade D/E evidence." }, { "code": "critical-coverage-below-threshold", "message": "Critical claim citation coverage is 98%; 100% is required." }, { "code": "numeric-coverage-below-threshold", "message": "Numerical claim citation coverage is 97%; 100% is required." } ], "warnings": [], "publication": { "status": "blocked", "blockerCount": 5, "warningCount": 0, "requiredAcknowledgements": [ "claimsReviewed", "citationCoverageReviewed", "numericalClaimsReviewed" ], "rule": "Every critical and numerical claim must have at least one valid explicit source. Invalid source references and critical claims supported only by grade D/E evidence block publication." }, "methodology": { "claimIdentity": "Stable report-object path", "citationResolutionOrder": [ "record-level sourceId/sourceIds", "parent benchmark sourceIds", "explicit claimEvidence map" ], "criticalCoverageThreshold": 100, "numericCoverageThreshold": 100, "sourceOnlyTextOrMetadataChangesDoNotAlterClaimIdentity": true, "claimEvidenceMapSupported": true } }, "revisionLedger": { "version": "1.0", "editionDate": "2026-09-07", "generatedAt": "2026-09-07T09:00:00-04:00", "baselineEditionDate": null, "baselineAvailable": false, "entryCount": 0, "counts": { "total": 0, "corrections": 0, "clarifications": 0, "retractions": 0, "supersessions": 0, "draft": 0, "approved": 0, "published": 0, "critical": 0, "material": 0, "minor": 0 }, "entries": [], "chainHead": null, "changedPublishedClaimPaths": [], "silentlyChangedClaimPaths": [], "blockers": [], "warnings": [], "publication": { "status": "publishable", "blockerCount": 0, "warningCount": 0, "requiredAcknowledgements": [ "correctionsReviewed", "beforeAfterReviewed", "affectedPagesReviewed", "revisionChainReviewed" ], "rule": "Material changes to an already published edition require an approved, evidence-backed, hash-chained revision entry. Silent changes and incomplete retractions block publication." }, "methodology": { "immutableBeforeAfterHashes": true, "chainedRevisionHashes": true, "silentPublishedChangesBlocked": true, "allowedTypes": [ "correction", "clarification", "retraction", "supersession" ], "allowedStatuses": [ "draft", "approved", "published" ], "allowedSeverities": [ "critical", "material", "minor" ] } }, "methodologyVersions": { "historicalDelta": 1, "trendTimeline": 1, "pricingHistory": 1, "evidenceQuality": 1, "claimProvenance": 1, "correctionLedger": 1 } }