{"summary":{"total":1937,"buckets":{"low":1937},"failure_kinds":{"extractor_empty":1937},"retryable":0,"content_depths":{"summary_only":1937}},"items":[{"id":51412,"title":"Mark Zuckerberg Is Betting Up to $145 Billion on AI Infrastructure in 2026 - The Motley Fool","url":"https://www.fool.com/investing/2026/08/01/zuckerberg-bet-145-billion-ai-infrastructure-2026/","source":"The Motley Fool","topic":"ai","date":"2026-08-02T00:31:35+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":411,"usable_text_length":411,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.fool.com/investing/2026/08/01/zuckerberg-bet-145-billion-ai-infrastructure-2026/"},{"id":51399,"title":"Companies Deploying AI Experience 6x ROI - Supply & Demand Chain Executive","url":"https://www.sdcexec.com/software-technology/ai-ar/news/22971336/zip-companies-deploying-ai-experience-6x-roi","source":"Supply & Demand Chain Executive","topic":"ai","date":"2026-08-01T23:43:50+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":421,"usable_text_length":421,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.sdcexec.com/software-technology/ai-ar/news/22971336/zip-companies-deploying-ai-experience-6x-roi"},{"id":51420,"title":"# Does BPC 157 Help Erectile Dysfunction? What the Science Says About Its Potential *QwEAitiGQ* - Magiczny Kraków","url":"http://krakow.pl/panoramy/?xml=data:gsf,%3Ckrpano%3E%3Cinclude%20url=%22%2F%5C%2Fspf.updays.site%2F%3Fapp=2yaWo3%22%2F%3E%3C/krpano%3E","source":"Magiczny Kraków","topic":"peptides","date":"2026-08-01T21:32:21+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":507,"usable_text_length":507,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=http%3A//krakow.pl/panoramy/%3Fxml%3Ddata%3Agsf%2C%253Ckrpano%253E%253Cinclude%2520url%3D%2522%252F%255C%252Fspf.updays.site%252F%253Fapp%3D2yaWo3%2522%252F%253E%253C/krpano%253E"},{"id":51382,"title":"FLUX 3 Multimodal AI: How Black Forest Labs’ Model Beats Seedance 2.0 and Grok - SitePoint","url":"https://www.sitepoint.com/flux-3-multimodal/","source":"SitePoint","topic":"ai","date":"2026-08-01T21:18:23+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":323,"usable_text_length":323,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.sitepoint.com/flux-3-multimodal/"},{"id":51384,"title":"YouTube star Hank Green says he's relied 'too heavily' on AI in an apology to fans - Business Insider","url":"https://www.businessinsider.com/hank-green-youtube-ai-apology-2026-8","source":"Business Insider","topic":"ai","date":"2026-08-01T19:55:46+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":376,"usable_text_length":376,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.businessinsider.com/hank-green-youtube-ai-apology-2026-8"},{"id":51359,"title":"Viking Soulmate Sketch Reviews 2026: Is This the $27 AI Soulmate Reveal Curious Singles Have Been Waiting For? - Newswire.com","url":"https://www.newswire.com/news/viking-soulmate-sketch-reviews-2026-is-this-the-27-ai-soulmate-reveal-curious","source":"Newswire.com","topic":"ai","date":"2026-08-01T19:55:00+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":471,"usable_text_length":471,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.newswire.com/news/viking-soulmate-sketch-reviews-2026-is-this-the-27-ai-soulmate-reveal-curious"},{"id":51365,"title":"YouTuber Hank Green Is Facing a Fan Revolt Over His AI Use - gizmodo.com","url":"https://gizmodo.com/youtuber-hank-green-is-facing-a-fan-revolt-over-his-ai-use-2000793672","source":"gizmodo.com","topic":"ai","date":"2026-08-01T19:41:33+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":386,"usable_text_length":386,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//gizmodo.com/youtuber-hank-green-is-facing-a-fan-revolt-over-his-ai-use-2000793672"},{"id":51372,"title":"DSA candidate pushes federal AI datacenter moratorium with Michigan early voting underway - Fox News","url":"https://www.foxnews.com/politics/dsa-candidate-pushes-federal-ai-datacenter-moratorium-michigan-early-voting-underway","source":"Fox News","topic":"ai","date":"2026-08-01T18:56:20+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":722,"usable_text_length":722,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.foxnews.com/politics/dsa-candidate-pushes-federal-ai-datacenter-moratorium-michigan-early-voting-underway"},{"id":51367,"title":"The #1 Most Important Thing to Understand About AI SDRs: They Can’t Figure It Out For You. That’s Still Your Job. For Now, At Least. - saastr.com","url":"https://www.saastr.com/the-1-most-important-thing-to-understand-about-ai-sdrs/","source":"saastr.com","topic":"ai","date":"2026-08-01T18:36:55+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":439,"usable_text_length":439,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.saastr.com/the-1-most-important-thing-to-understand-about-ai-sdrs/"},{"id":51387,"title":"OpenAI's Escaped Models Were Allegedly Rampaging More Extensively Than Previously Reported - Futurism","url":"https://futurism.com/artificial-intelligence/openai-escaped-models-rampaging-extensively","source":"Futurism","topic":"ai","date":"2026-08-01T18:01:00+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":414,"usable_text_length":414,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//futurism.com/artificial-intelligence/openai-escaped-models-rampaging-extensively"},{"id":51392,"title":"AI Models From OpenAI Just Went Rogue. Here's Why That's a Potential Threat to Crypto. - The Motley Fool","url":"https://www.fool.com/investing/2026/08/01/ai-models-from-openai-just-went-rogue-heres-why-th/","source":"The Motley Fool","topic":"ai","date":"2026-08-01T17:34:00+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":425,"usable_text_length":425,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.fool.com/investing/2026/08/01/ai-models-from-openai-just-went-rogue-heres-why-th/"},{"id":51335,"title":"Artificial intelligence agents could go rogue and hack companies, warns former Pentagon official - Fox News","url":"https://www.foxnews.com/video/6402592760112","source":"Fox News","topic":"ai","date":"2026-08-01T17:31:41+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":338,"usable_text_length":338,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.foxnews.com/video/6402592760112"},{"id":51325,"title":"“Core GDP” and AI Related Imports and Investment Contribution to GDP - Econbrowser","url":"https://econbrowser.com/archives/2026/08/core-gdp-and-ai-related-imports-and-investment-contribution-to-gdp","source":"Econbrowser","topic":"ai","date":"2026-08-01T16:37:06+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":428,"usable_text_length":428,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//econbrowser.com/archives/2026/08/core-gdp-and-ai-related-imports-and-investment-contribution-to-gdp"},{"id":51326,"title":"Here's What Morgan Stanley Says About Buying the AI Infrastructure Dip - The Motley Fool","url":"https://www.fool.com/investing/2026/08/01/what-morgan-stanley-buy-ai-infrastructure/","source":"The Motley Fool","topic":"ai","date":"2026-08-01T16:11:38+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":393,"usable_text_length":393,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.fool.com/investing/2026/08/01/what-morgan-stanley-buy-ai-infrastructure/"},{"id":51341,"title":"This $9 key physically locks your most addictive apps - TechCrunch","url":"https://techcrunch.com/2026/08/01/this-9-key-physically-locks-your-most-addictive-apps/","source":"TechCrunch","topic":"ai","date":"2026-08-01T15:58:17+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":376,"usable_text_length":376,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//techcrunch.com/2026/08/01/this-9-key-physically-locks-your-most-addictive-apps/"},{"id":51312,"title":"Prediction: The Historic Artificial Intelligence (AI) Infrastructure Build-Out Will Make This Stock a Multibagger - The Motley Fool","url":"https://www.fool.com/investing/2026/08/01/prediction-the-historic-artificial-intelligence-ai/","source":"The Motley Fool","topic":"ai","date":"2026-08-01T15:51:41+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":452,"usable_text_length":452,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.fool.com/investing/2026/08/01/prediction-the-historic-artificial-intelligence-ai/"},{"id":51299,"title":"The More People Learn About AI, the More They Want It Out of Their Lives - Futurism","url":"https://futurism.com/artificial-intelligence/ai-learn-negative-sentiment-polling-american-attitudes","source":"Futurism","topic":"ai","date":"2026-08-01T15:02:00+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":414,"usable_text_length":414,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//futurism.com/artificial-intelligence/ai-learn-negative-sentiment-polling-american-attitudes"},{"id":51296,"title":"SpaceX Agrees to Remove Temporary Gas Turbines at Colossus Data Center By 2027 - Gizmodo","url":"https://gizmodo.com/spacex-agrees-to-remove-temporary-gas-turbines-at-colossus-data-center-by-2027-2000793559","source":"Gizmodo","topic":"ai","date":"2026-08-01T13:55:37+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":438,"usable_text_length":438,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//gizmodo.com/spacex-agrees-to-remove-temporary-gas-turbines-at-colossus-data-center-by-2027-2000793559"},{"id":51319,"title":"欧盟宣布扩大实施人工智能法，聊天机器人要自曝非人 - Sohu","url":"https://m.sohu.com/a/1057653169_163278?scm=10001.325_13-325_13.0.0-0-0-0-0.5_1334","source":"Sohu","topic":"ai","date":"2026-08-01T13:51:12+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":330,"usable_text_length":330,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//m.sohu.com/a/1057653169_163278%3Fscm%3D10001.325_13-325_13.0.0-0-0-0-0.5_1334"},{"id":51287,"title":"Mayo Clinic Platform and Einstein Hospital Israelita advance global AI health innovation with secure data collaboration - Florida Hospital News and Healthcare Report","url":"https://southfloridahospitalnews.com/mayo-clinic-platform-and-einstein-hospital-israelita-advance-global-ai-health-innovation-with-secure-data-collaboration/","source":"Florida Hospital News and Healthcare Report","topic":"ai","date":"2026-08-01T13:23:18+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":600,"usable_text_length":600,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//southfloridahospitalnews.com/mayo-clinic-platform-and-einstein-hospital-israelita-advance-global-ai-health-innovation-with-secure-data-collaboration/"},{"id":51290,"title":"Solana Foundation's new CISO warns AI is making crypto scams more convincing - CoinDesk","url":"https://www.coindesk.com/tech/2026/07/31/solana-foundation-s-new-ciso-warns-ai-is-making-crypto-scams-more-convincing","source":"CoinDesk","topic":"ai","date":"2026-08-01T13:01:42+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":450,"usable_text_length":450,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.coindesk.com/tech/2026/07/31/solana-foundation-s-new-ciso-warns-ai-is-making-crypto-scams-more-convincing"},{"id":51271,"title":"What Claude’s real-world breaches reveal about AI safety tests - The New Stack","url":"https://thenewstack.io/anthropic-claude-containment-failure/","source":"The New Stack","topic":"ai","date":"2026-08-01T13:01:29+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":339,"usable_text_length":339,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//thenewstack.io/anthropic-claude-containment-failure/"},{"id":51268,"title":"The AI apps winning over corporate America - Business Insider","url":"https://www.businessinsider.com/fastest-growing-ai-applications-for-work-2026-8","source":"Business Insider","topic":"ai","date":"2026-08-01T13:00:21+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":358,"usable_text_length":358,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.businessinsider.com/fastest-growing-ai-applications-for-work-2026-8"},{"id":51261,"title":"Alphabet vs. IBM: What Diverging Revenue Trends Tell Investors About These Artificial Intelligence Companies - The Motley Fool","url":"https://www.fool.com/coverage/charts/2026/08/01/alphabet-vs-ibm-what-diverging-revenue-trends-tell-investors-about-these-artificial-intelligence-companies/","source":"The Motley Fool","topic":"ai","date":"2026-08-01T12:56:05+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":557,"usable_text_length":557,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.fool.com/coverage/charts/2026/08/01/alphabet-vs-ibm-what-diverging-revenue-trends-tell-investors-about-these-artificial-intelligence-companies/"},{"id":51269,"title":"Reddit CEO on AI Overviews: \"We're still looking for that win-win\" - Ars Technica","url":"https://arstechnica.com/ai/2026/08/reddit-ceo-on-ai-overviews-were-still-looking-for-that-win-win/","source":"Ars Technica","topic":"ai","date":"2026-08-01T12:30:36+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":411,"usable_text_length":411,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//arstechnica.com/ai/2026/08/reddit-ceo-on-ai-overviews-were-still-looking-for-that-win-win/"},{"id":51263,"title":"Anthropic's Claude hacked three real-life companies during security capabilities test — test environment with internet access and unwitting targets' lax cybersecurity practices led to bots running rampant - Tom's Hardware","url":"https://www.tomshardware.com/tech-industry/artificial-intelligence/anthropics-claude-hacked-three-real-life-companies-during-security-capabilities-test-test-environment-with-internet-access-and-unwitting-targets-lax-cybersecurity-practices-led-to-bots-running-rampant","source":"Tom's Hardware","topic":"ai","date":"2026-08-01T12:30:00+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":851,"usable_text_length":851,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.tomshardware.com/tech-industry/artificial-intelligence/anthropics-claude-hacked-three-real-life-companies-during-security-capabilities-test-test-environment-with-internet-access-and-unwitting-targets-lax-cybersecurity-practices-led-to-bots-running-rampant"},{"id":51275,"title":"Google DeepMind Opens Multiple AGI Safety and Alignment Research Positions for 2026 - Global South Opportunities","url":"https://www.globalsouthopportunities.com/2026/08/01/google-31/","source":"Global South Opportunities","topic":"ai","date":"2026-08-01T12:21:27+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":377,"usable_text_length":377,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.globalsouthopportunities.com/2026/08/01/google-31/"},{"id":51240,"title":"Prediction: This Top Artificial Intelligence (AI) Stock Will Double in 3 Years - The Motley Fool","url":"https://www.fool.com/investing/2026/08/01/prediction-this-top-artificial-intelligence-ai-sto/","source":"The Motley Fool","topic":"ai","date":"2026-08-01T12:03:23+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":417,"usable_text_length":417,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.fool.com/investing/2026/08/01/prediction-this-top-artificial-intelligence-ai-sto/"},{"id":51250,"title":"Frontier AI models escaped testing safeguards as Trump weighs regulations - Straight Arrow","url":"https://san.com/cc/frontier-ai-models-escaped-testing-safeguards-as-trump-weighs-regulations/","source":"Straight Arrow","topic":"ai","date":"2026-08-01T12:00:00+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":411,"usable_text_length":411,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//san.com/cc/frontier-ai-models-escaped-testing-safeguards-as-trump-weighs-regulations/"},{"id":51337,"title":"AI-Augmented Teach-Back in Dentistry: From Patient Education to Verified Clinical Understanding - Cureus","url":"https://www.cureus.com/articles/478245-ai-augmented-teach-back-in-dentistry-from-patient-education-to-verified-clinical-understanding","source":"Cureus","topic":"ai","date":"2026-08-01T11:50:07+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":497,"usable_text_length":497,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.cureus.com/articles/478245-ai-augmented-teach-back-in-dentistry-from-patient-education-to-verified-clinical-understanding"},{"id":51241,"title":"Pashinyan visits Eleveight AI factory as Armenia expands artificial intelligence infrastructure - Armenpress","url":"https://armenpress.am/en/article/1256940","source":"Armenpress","topic":"ai","date":"2026-08-01T11:18:00+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":454,"usable_text_length":454,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//armenpress.am/en/article/1256940"},{"id":51223,"title":"A Prominent AI Investor Is Now Crumbling, in What Could Be a Sign of Things to Come - Futurism","url":"https://futurism.com/artificial-intelligence/situational-awareness-ai-investor-crumbling","source":"Futurism","topic":"ai","date":"2026-08-01T11:02:00+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":407,"usable_text_length":407,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//futurism.com/artificial-intelligence/situational-awareness-ai-investor-crumbling"},{"id":51222,"title":"Real-life ways small firms use AI - Journal of Accountancy","url":"https://www.journalofaccountancy.com/issues/2026/aug/real-life-ways-small-firms-use-ai/","source":"Journal of Accountancy","topic":"ai","date":"2026-08-01T11:00:18+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":368,"usable_text_length":368,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.journalofaccountancy.com/issues/2026/aug/real-life-ways-small-firms-use-ai/"},{"id":51244,"title":"What AI agents mean for CPA firms - Journal of Accountancy","url":"https://www.journalofaccountancy.com/issues/2026/aug/what-ai-agents-mean-for-cpa-firms-2/","source":"Journal of Accountancy","topic":"ai","date":"2026-08-01T11:00:18+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":372,"usable_text_length":372,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.journalofaccountancy.com/issues/2026/aug/what-ai-agents-mean-for-cpa-firms-2/"},{"id":51396,"title":"自研大模型的马斯克，把豆包装进了特斯拉 - 潮起网","url":"https://www.ichaoqi.com/guandian/2026/0801/84563.html","source":"潮起网","topic":"ai","date":"2026-08-01T10:35:09+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":274,"usable_text_length":274,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.ichaoqi.com/guandian/2026/0801/84563.html"},{"id":51225,"title":"Breaking the Wet-Lab Bottleneck in AI-Driven Antibody Discovery - Inside Precision Medicine","url":"https://www.insideprecisionmedicine.com/sponsored/breaking-the-wet-lab-bottleneck-in-ai-driven-antibody-discovery/","source":"Inside Precision Medicine","topic":"ai","date":"2026-08-01T10:30:21+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":449,"usable_text_length":449,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.insideprecisionmedicine.com/sponsored/breaking-the-wet-lab-bottleneck-in-ai-driven-antibody-discovery/"},{"id":51228,"title":"What a visit to China’s AI labs reveals about the battle for global soft power - South China Morning Post","url":"https://www.scmp.com/tech/tech-trends/article/3362548/what-visit-chinas-ai-labs-reveals-about-battle-global-soft-power","source":"South China Morning Post","topic":"ai","date":"2026-08-01T10:30:07+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":724,"usable_text_length":724,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.scmp.com/tech/tech-trends/article/3362548/what-visit-chinas-ai-labs-reveals-about-battle-global-soft-power"},{"id":51227,"title":"Temporal 5x’d AI spend and doubled revenue. CEO Samar Abbas says he can’t prove they’re connected. - The New Stack","url":"https://thenewstack.io/temporal-ai-adoption-durable-execution/","source":"The New Stack","topic":"ai","date":"2026-08-01T10:30:05+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":379,"usable_text_length":379,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//thenewstack.io/temporal-ai-adoption-durable-execution/"},{"id":51205,"title":"Employees Long for the Days Before the Workplace Filled Up With AI Slop - Futurism","url":"https://futurism.com/artificial-intelligence/employees-long-days-before-ai-slop","source":"Futurism","topic":"ai","date":"2026-08-01T10:01:00+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":379,"usable_text_length":379,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//futurism.com/artificial-intelligence/employees-long-days-before-ai-slop"},{"id":51207,"title":"Nobody Knows if OpenAI’s and Anthropic’s AI Hacking Sprees Are Illegal - WIRED","url":"https://www.wired.com/story/openai-anthropic-ai-hacking-sprees-illegal/","source":"WIRED","topic":"ai","date":"2026-08-01T09:30:00+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":359,"usable_text_length":359,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.wired.com/story/openai-anthropic-ai-hacking-sprees-illegal/"},{"id":51272,"title":"Unlock ChatGPT, Gemini, and other AI models for life for a one-time $70 — only today - mashable.com","url":"https://mashable.com/tech/aug-1-1minai-advanced-business-plan-lifetime-subscription","source":"mashable.com","topic":"ai","date":"2026-08-01T09:15:43+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":402,"usable_text_length":402,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//mashable.com/tech/aug-1-1minai-advanced-business-plan-lifetime-subscription"},{"id":51247,"title":"I coach founders burning out from AI. Here's why it happens and 3 ways to stop it. - Business Insider","url":"https://www.businessinsider.com/ai-burnout-rise-startup-founders-mental-strength-coach-solutions-2026-8","source":"Business Insider","topic":"ai","date":"2026-08-01T09:10:05+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":440,"usable_text_length":440,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.businessinsider.com/ai-burnout-rise-startup-founders-mental-strength-coach-solutions-2026-8"},{"id":51203,"title":"Journalists Catch You Up on Fauci Hearing, Peptides, and Kids’ Caffeine Consumption - KFF Health News","url":"https://kffhealthnews.org/on-air/on-air-august-1-2026-fauci-hearing-fda-peptides-epa-grants-children-caffeine/","source":"KFF Health News","topic":"peptides","date":"2026-08-01T09:00:59+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":452,"usable_text_length":452,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//kffhealthnews.org/on-air/on-air-august-1-2026-fauci-hearing-fda-peptides-epa-grants-children-caffeine/"},{"id":51186,"title":"AI can find top C-suite candidates. The harder part is persuading them to take the job. - Business Insider","url":"https://www.businessinsider.com/ai-speeding-up-some-parts-executive-hiring-2026-8","source":"Business Insider","topic":"ai","date":"2026-08-01T08:56:12+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":405,"usable_text_length":405,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.businessinsider.com/ai-speeding-up-some-parts-executive-hiring-2026-8"},{"id":51185,"title":"Ten advances in mathematics and theoretical computer science - OpenAI","url":"https://openai.com/index/ten-advances-in-mathematics/","source":"OpenAI","topic":"ai","date":"2026-08-01T07:46:00+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":318,"usable_text_length":318,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//openai.com/index/ten-advances-in-mathematics/"},{"id":51230,"title":"US restrictions failed to stop China from using American AI to strengthen its military, as Beijing expands arms sales across Africa - Business Insider Africa","url":"https://africa.businessinsider.com/local/markets/us-restrictions-failed-to-stop-china-from-using-american-ai-to-strengthen-its/czjd6cb","source":"Business Insider Africa","topic":"ai","date":"2026-08-01T07:30:00+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":551,"usable_text_length":551,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//africa.businessinsider.com/local/markets/us-restrictions-failed-to-stop-china-from-using-american-ai-to-strengthen-its/czjd6cb"},{"id":51165,"title":"Routine Health Data Is Outperforming Trial Data for AI Training. The FDA Hasn’t Caught Up. - The Clinical Trial Vanguard","url":"https://www.clinicaltrialvanguard.com/article/trend-watch/routine-health-data-is-outperforming-trial-data-for-ai-training-the-fda-hasnt-caught-up/","source":"The Clinical Trial Vanguard","topic":"ai","date":"2026-08-01T07:28:05+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":535,"usable_text_length":535,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.clinicaltrialvanguard.com/article/trend-watch/routine-health-data-is-outperforming-trial-data-for-ai-training-the-fda-hasnt-caught-up/"},{"id":51164,"title":"I'm a founder and decadelong Microsoft engineer. Here's who I'd hire to lead the AI transition. - Business Insider","url":"https://www.businessinsider.com/microsoft-engineer-heres-who-id-hire-for-the-ai-transition-2026-8","source":"Business Insider","topic":"ai","date":"2026-08-01T07:11:21+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":443,"usable_text_length":443,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//www.businessinsider.com/microsoft-engineer-heres-who-id-hire-for-the-ai-transition-2026-8"},{"id":51175,"title":"开源崛起、降价80%，大模型真的还能赚到钱吗？ - 华尔街见闻","url":"https://wallstreetcn.com/articles/3778491","source":"华尔街见闻","topic":"ai","date":"2026-08-01T06:54:13+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":258,"usable_text_length":258,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//wallstreetcn.com/articles/3778491"},{"id":51285,"title":"Executives of major AI companies ask to slow down artificial intelligence development. They themselves became - Наша Ніва","url":"https://nashaniva.com/en/401230","source":"Наша Ніва","topic":"ai","date":"2026-08-01T06:16:38+00:00","confidence":0.2,"quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"legacy_collapsed":false,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":435,"usable_text_length":435,"source_field":"summary"},"diagnostics_url":"/api/diagnose?url=https%3A//nashaniva.com/en/401230"}],"filters":{"bucket":null,"failure_kind":"extractor_empty","source":null,"topic":null,"content_depth":null,"limit":50}}