{"ok":true,"generated_at":"2026-11-15T01:32:19.222435+00:00","taxonomy_version":1,"stats":{"total_items":2662,"unique_sources":20,"window":"rolling_24h_vs_prev24h"},"query":{"limit":25,"tag":null},"trends":[{"tag":"neutral","count_24h":18,"count_prev_24h":31,"delta":-13,"status":"cooling","why":"18 mentions in the last 24h versus 31 in the prior window; this trend is cooling based on first-party tag momentum.","sample_titles":["Business / Sales Essentials Accreditation issued by Mistral AI to YoungJi Nam - learn.mistral.ai","OpenAI reassigns robotics researchers to other teams as general-purpose models might make specialized robotics AI unnecessary","The OpenAI board member who fired Sam Altman says we still can’t trust AI CEOs"]},{"tag":"models","count_24h":9,"count_prev_24h":10,"delta":-1,"status":"cooling","why":"9 mentions in the last 24h versus 10 in the prior window; this trend is cooling based on first-party tag momentum.","sample_titles":["Business / Sales Essentials Accreditation issued by Mistral AI to YoungJi Nam - learn.mistral.ai","OpenAI reassigns robotics researchers to other teams as general-purpose models might make specialized robotics AI unnecessary","Business / Sales Essentials Accreditation issued by Mistral AI to Lei Li - learn.mistral.ai"]},{"tag":"enterprise","count_24h":6,"count_prev_24h":4,"delta":2,"status":"rising","why":"6 mentions in the last 24h versus 4 in the prior window; this trend is rising based on first-party tag momentum.","sample_titles":["Business / Sales Essentials Accreditation issued by Mistral AI to YoungJi Nam - learn.mistral.ai","Business / Sales Essentials Accreditation issued by Mistral AI to Lei Li - learn.mistral.ai","Business / Sales Essentials Accreditation issued by Mistral AI to Abhishek Sali - learn.mistral.ai"]},{"tag":"mistral","count_24h":6,"count_prev_24h":4,"delta":2,"status":"rising","why":"6 mentions in the last 24h versus 4 in the prior window; this trend is rising based on first-party tag momentum.","sample_titles":["Business / Sales Essentials Accreditation issued by Mistral AI to YoungJi Nam - learn.mistral.ai","Business / Sales Essentials Accreditation issued by Mistral AI to Lei Li - learn.mistral.ai","Business / Sales Essentials Accreditation issued by Mistral AI to Abhishek Sali - learn.mistral.ai"]},{"tag":"openai","count_24h":5,"count_prev_24h":6,"delta":-1,"status":"cooling","why":"5 mentions in the last 24h versus 6 in the prior window; this trend is cooling based on first-party tag momentum.","sample_titles":["OpenAI reassigns robotics researchers to other teams as general-purpose models might make specialized robotics AI unnecessary","The OpenAI board member who fired Sam Altman says we still can’t trust AI CEOs","The AI graveyard: a running list of projects and startups that didn’t make it"]},{"tag":"robotics","count_24h":2,"count_prev_24h":0,"delta":2,"status":"rising","why":"2 mentions in the last 24h versus 0 in the prior window; this trend is rising based on first-party tag momentum.","sample_titles":["OpenAI reassigns robotics researchers to other teams as general-purpose models might make specialized robotics AI unnecessary","Runway's open-source Praxis-1 turns video AI into a robot controller"]},{"tag":"anthropic","count_24h":2,"count_prev_24h":3,"delta":-1,"status":"cooling","why":"2 mentions in the last 24h versus 3 in the prior window; this trend is cooling based on first-party tag momentum.","sample_titles":["Anthropic says outdated prompting habits are slowing down Claude Opus 5.5","Anthropic can already retrain Mythos with \"a fraction of the compute originally needed,\" says former researcher Coxon","Anthropic in London: AI and Science - Anthropic"]},{"tag":"compute","count_24h":1,"count_prev_24h":0,"delta":1,"status":"rising","why":"1 mentions in the last 24h versus 0 in the prior window; this trend is rising based on first-party tag momentum.","sample_titles":["Anthropic can already retrain Mythos with \"a fraction of the compute originally needed,\" says former researcher Coxon"]},{"tag":"google","count_24h":1,"count_prev_24h":0,"delta":1,"status":"rising","why":"1 mentions in the last 24h versus 0 in the prior window; this trend is rising based on first-party tag momentum.","sample_titles":["Gemini 4 Carbon takes the MathArena crown but costs 15 times more than GPT-6.1 Sol"]},{"tag":"apple","count_24h":1,"count_prev_24h":0,"delta":1,"status":"rising","why":"1 mentions in the last 24h versus 0 in the prior window; this trend is rising based on first-party tag momentum.","sample_titles":["The AI graveyard: a running list of projects and startups that didn’t make it"]},{"tag":"multimodal","count_24h":1,"count_prev_24h":1,"delta":0,"status":"stable","why":"1 mentions in the last 24h versus 1 in the prior window; this trend is stable based on first-party tag momentum.","sample_titles":["Runway's open-source Praxis-1 turns video AI into a robot controller","Nearly 70 percent of US agencies use generative AI, and unions are finally catching up with guardrails"]},{"tag":"infrastructure","count_24h":1,"count_prev_24h":1,"delta":0,"status":"stable","why":"1 mentions in the last 24h versus 1 in the prior window; this trend is stable based on first-party tag momentum.","sample_titles":["Anthropic can already retrain Mythos with \"a fraction of the compute originally needed,\" says former researcher Coxon","Run Native DLA Inference in Python on NVIDIA Jetson AGX Orin Using cuDLA"]}],"items":[{"id":"5bf4951adbe969","title":"Introducing ChatGPT Wallet","url":"https://openai.com/index/introducing-chatgpt-wallet","source":"OpenAI Blog","published_at":"2026-11-13T15:00:00+00:00","first_seen_at":"2026-11-14T13:06:09.587Z","summary_short":"OpenAI Blog reports: Introducing ChatGPT Wallet. This points to near-term productization, where capability gains must be validated against real operational workflows before broad rollout.","summary_long":"OpenAI Blog reports: Introducing ChatGPT Wallet. This points to near-term productization, where capability gains must be validated against real operational workflows before broad rollout. Operator move: run one scoped experiment this week, track quality + speed + cost, and keep a rollback path.","tags":["neutral","openai","release"],"topics":["ai_industry"],"entities":["OpenAI"],"quality_score":96,"freshness_score":62,"trend_score":64.9},{"id":"ad10f6f67cfc3a","title":"Anthropic in London: AI and Science - Anthropic","url":"https://news.google.com/rss/articles/CBMidkFVX3lxTE1QV0g3WHluSnFnU1Y2QWlHSkx5RTZwd25fZEhkM28wZ3U2S0pFczdhQUZBOHFibVh1N2kyUWIyMjdIVUtld0EyeDg3Q2cyNWZUQi1BMFBWTWE2bmJKYkdGS0xzNGdZeHFyVVVDa0QzaENYU0xSZXc?oc=5","source":"Anthropic News","published_at":"2026-11-13T23:16:43+00:00","first_seen_at":"2026-11-14T18:58:16.146Z","summary_short":"Anthropic News reports: Anthropic in London: AI and Science - Anthropic. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria.","summary_long":"Anthropic News reports: Anthropic in London: AI and Science - Anthropic. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria. Operator move: run one scoped experiment this week, track quality + speed + cost, and keep a rollback path.","tags":["anthropic","neutral"],"topics":["ai_industry"],"entities":["Anthropic"],"quality_score":88,"freshness_score":71.1,"trend_score":64.5},{"id":"10dd5f1b7700b3","title":"Introducing Gemini 4 Hydrogen for Agentic Workflows - Google DeepMind","url":"https://news.google.com/rss/articles/CBMia0FVX3lxTE5tcFA0eUdfTldGdV9NTDA4bkVfbVljVVZfaHg4OExYbXptenFGT3otNU40YXZQWE9ka3V3cGw1Z01EaDR6bFpUMHlGV0IyTG5tVDdrZU9jQnZJcm1nTm5UY0dQamlVRG1BYldB?oc=5","source":"Google DeepMind Blog","published_at":"2026-11-12T18:05:50+00:00","first_seen_at":"2026-11-13T14:04:05.223Z","summary_short":"Google DeepMind Blog reports: Introducing Gemini 4 Hydrogen for Agentic Workflows - Google DeepMind. This points to near-term productization, where capability gains must be validated against real operational workflows before broad rollout.","summary_long":"Google DeepMind Blog reports: Introducing Gemini 4 Hydrogen for Agentic Workflows - Google DeepMind. This points to near-term productization, where capability gains must be validated against real operational workflows before broad rollout. Operator move: run one scoped experiment this week, track quality + speed + cost, and keep a rollback path.","tags":["agents","deepmind","google","models","neutral","release","tooling"],"topics":["agent_operations"],"entities":["Google","DeepMind"],"quality_score":88,"freshness_score":39,"trend_score":63.2},{"id":"d1318183fe1728","title":"Shield helps technicians hand off legacy portal work with OpenAI","url":"https://openai.com/business/customer-stories/shield","source":"OpenAI Blog","published_at":"2026-11-13T08:00:00+00:00","first_seen_at":"2026-11-14T01:59:53.141Z","summary_short":"OpenAI Blog reports: Shield helps technicians hand off legacy portal work with OpenAI. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria.","summary_long":"OpenAI Blog reports: Shield helps technicians hand off legacy portal work with OpenAI. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria. Operator move: run one scoped experiment this week, track quality + speed + cost, and keep a rollback path.","tags":["neutral","openai"],"topics":["ai_industry"],"entities":["OpenAI"],"quality_score":96,"freshness_score":54.3,"trend_score":62.2},{"id":"b5b6d76ba8edce","title":"AI Agent Can’t Explain Why It Randomly Ordered its Human Meat Proxy an Absurd Number of Eggs","url":"https://futurism.com/artificial-intelligence/ai-agent-cant-explain-egg-order","source":"Futurism AI","published_at":"2026-11-14T19:03:00+00:00","first_seen_at":"2026-11-15T01:32:17.761Z","summary_short":"Futurism AI reports: AI Agent Can’t Explain Why It Randomly Ordered its Human Meat Proxy an Absurd Number of Eggs. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria.","summary_long":"Futurism AI reports: AI Agent Can’t Explain Why It Randomly Ordered its Human Meat Proxy an Absurd Number of Eggs. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria. Operator move: run one scoped experiment this week, track quality + speed + cost, and keep a rollback path.","tags":["agents","neutral"],"topics":["agent_operations"],"entities":[],"quality_score":36,"freshness_score":92.9,"trend_score":58.7},{"id":"5b0f73df89a6e3","title":"How Amplitude ships product improvements in 1–2 days with OpenAI","url":"https://openai.com/business/customer-stories/amplitude","source":"OpenAI Blog","published_at":"2026-11-12T20:00:00+00:00","first_seen_at":"2026-11-13T14:04:05.223Z","summary_short":"OpenAI Blog reports: How Amplitude ships product improvements in 1–2 days with OpenAI. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria.","summary_long":"OpenAI Blog reports: How Amplitude ships product improvements in 1–2 days with OpenAI. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria. Operator move: run one scoped experiment this week, track quality + speed + cost, and keep a rollback path.","tags":["neutral","openai"],"topics":["ai_industry"],"entities":["OpenAI"],"quality_score":96,"freshness_score":41.1,"trend_score":57.6},{"id":"38741df50e34ad","title":"AI agent startup LangChain hits $3B valuation","url":"https://techcrunch.com/2026/11/13/ai-agent-startup-langchain-hits-3b-valuation/","source":"TechCrunch AI","published_at":"2026-11-13T19:37:57+00:00","first_seen_at":"2026-11-14T18:58:16.146Z","summary_short":"TechCrunch AI reports: AI agent startup LangChain hits $3B valuation. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria.","summary_long":"TechCrunch AI reports: AI agent startup LangChain hits $3B valuation. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria. Operator move: run one scoped experiment this week, track quality + speed + cost, and keep a rollback path.","tags":["agents","neutral"],"topics":["agent_operations"],"entities":[],"quality_score":48,"freshness_score":67.1,"trend_score":55.1},{"id":"90d79223706ea3","title":"Gondola doubles revenue as its team builds more with Codex","url":"https://openai.com/business/customer-stories/gondola","source":"OpenAI Blog","published_at":"2026-11-12T12:00:00+00:00","first_seen_at":"2026-11-13T02:27:23.716Z","summary_short":"OpenAI Blog reports: Gondola doubles revenue as its team builds more with Codex. Enterprise adoption signals that buyers are prioritizing measurable outcomes, integration fit, and reliability over hype cycles.","summary_long":"OpenAI Blog reports: Gondola doubles revenue as its team builds more with Codex. Enterprise adoption signals that buyers are prioritizing measurable outcomes, integration fit, and reliability over hype cycles. Operator move: run one scoped experiment this week, track quality + speed + cost, and keep a rollback path.","tags":["enterprise","neutral","openai"],"topics":["ai_industry"],"entities":["OpenAI"],"quality_score":96,"freshness_score":32.3,"trend_score":54.5},{"id":"408f1e399c8022","title":"Run Native DLA Inference in Python on NVIDIA Jetson AGX Orin Using cuDLA","url":"https://developer.nvidia.com/blog/run-native-dla-inference-in-python-on-nvidia-jetson-agx-orin-using-cudla/","source":"NVIDIA Developer Blog","published_at":"2026-11-13T18:57:10+00:00","first_seen_at":"2026-11-14T13:06:09.587Z","summary_short":"NVIDIA Developer Blog reports: Run Native DLA Inference in Python on NVIDIA Jetson AGX Orin Using cuDLA. Infrastructure changes often affect latency, reliability, and unit economics, which directly determine whether an AI workflow is sustainable.","summary_long":"NVIDIA Developer Blog reports: Run Native DLA Inference in Python on NVIDIA Jetson AGX Orin Using cuDLA. Infrastructure changes often affect latency, reliability, and unit economics, which directly determine whether an AI workflow is sustainable. Operator move: run one scoped experiment this week, track quality + speed + cost, and keep a rollback path.","tags":["coding","infrastructure","neutral","nvidia"],"topics":["ai_industry"],"entities":["NVIDIA"],"quality_score":68,"freshness_score":66.4,"trend_score":53.8},{"id":"4e379f6cb9d33e","title":"ChatGPT’s new Wallet lets AI agents shop and check out for you","url":"https://techcrunch.com/2026/11/13/chatgpts-new-wallet-lets-ai-agents-shop-and-check-out-for-you/","source":"TechCrunch AI","published_at":"2026-11-13T16:00:12+00:00","first_seen_at":"2026-11-14T13:06:09.587Z","summary_short":"TechCrunch AI reports: ChatGPT’s new Wallet lets AI agents shop and check out for you. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria.","summary_long":"TechCrunch AI reports: ChatGPT’s new Wallet lets AI agents shop and check out for you. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria. Operator move: run one scoped experiment this week, track quality + speed + cost, and keep a rollback path.","tags":["agents","neutral","openai"],"topics":["agent_operations"],"entities":[],"quality_score":48,"freshness_score":63.1,"trend_score":53.7},{"id":"0990939c7d6ea9","title":"Holiday Extras is rethinking what it can build with Codex","url":"https://openai.com/business/customer-stories/holidays-extras-codex","source":"OpenAI Blog","published_at":"2026-11-12T09:30:00+00:00","first_seen_at":"2026-11-13T02:27:23.716Z","summary_short":"OpenAI Blog reports: Holiday Extras is rethinking what it can build with Codex. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria.","summary_long":"OpenAI Blog reports: Holiday Extras is rethinking what it can build with Codex. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria. Operator move: run one scoped experiment this week, track quality + speed + cost, and keep a rollback path.","tags":["neutral","openai"],"topics":["ai_industry"],"entities":["OpenAI"],"quality_score":96,"freshness_score":29.6,"trend_score":53.6},{"id":"b08cefd9996dfc","title":"The AI graveyard: a running list of projects and startups that didn’t make it","url":"https://techcrunch.com/2026/11/14/the-ai-graveyard-a-running-list-of-projects-and-startups-that-didnt-make-it/","source":"TechCrunch AI","published_at":"2026-11-14T17:30:00+00:00","first_seen_at":"2026-11-15T01:32:17.761Z","summary_short":"TechCrunch AI reports: The AI graveyard: a running list of projects and startups that didn’t make it. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria.","summary_long":"TechCrunch AI reports: The AI graveyard: a running list of projects and startups that didn’t make it. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria. Operator move: run one scoped experiment this week, track quality + speed + cost, and keep a rollback path.","tags":["apple","neutral","openai"],"topics":["ai_industry"],"entities":[],"quality_score":48,"freshness_score":91.2,"trend_score":53.5},{"id":"19d2c99a86c364","title":"Worse Together: How Performance Breaks Down in Multi-User Multi-Agent Teams - Anthropic Alignment Science blog","url":"https://news.google.com/rss/articles/CBMiYkFVX3lxTE5mZm01S0Via2g3cWczVVB5YlNSMlI1a2FKekVZY0liWmMzQndHSnIyNVd2RnlLUWFWb3ItWG1KZVZQY2Q3aUlGeGM2UzRDb0Qxc3dtWEFQZkN3TDdmMDJoam1R?oc=5","source":"Anthropic News","published_at":"2026-11-11T16:43:59+00:00","first_seen_at":"2026-11-12T14:46:10.843Z","summary_short":"Anthropic News reports: Worse Together: How Performance Breaks Down in Multi-User Multi-Agent Teams - Anthropic Alignment Science blog. Benchmark movement can signal capability shifts, but teams should confirm transfer performance on their own tasks before changing stack decisions.","summary_long":"Anthropic News reports: Worse Together: How Performance Breaks Down in Multi-User Multi-Agent Teams - Anthropic Alignment Science blog. Benchmark movement can signal capability shifts, but teams should confirm transfer performance on their own tasks before changing stack decisions. Operator move: run one scoped experiment this week, track quality + speed + cost, and keep a rollback path.","tags":["agents","anthropic","benchmarks","neutral","safety"],"topics":["agent_operations"],"entities":["Anthropic"],"quality_score":88,"freshness_score":11.1,"trend_score":53.5},{"id":"23b94c69762250","title":"CodeRabbit scales agentic software development and ships 20x more","url":"https://openai.com/index/coderabbit-codex-daybreak","source":"OpenAI Blog","published_at":"2026-11-09T08:00:00+00:00","first_seen_at":"2026-11-10T03:58:48.654Z","summary_short":"OpenAI Blog reports: CodeRabbit scales agentic software development and ships 20x more. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria.","summary_long":"OpenAI Blog reports: CodeRabbit scales agentic software development and ships 20x more. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria. Operator move: run one scoped experiment this week, track quality + speed + cost, and keep a rollback path.","tags":["agents","coding","neutral","openai"],"topics":["agent_operations"],"entities":["OpenAI"],"quality_score":96,"freshness_score":0,"trend_score":53.2},{"id":"cfd4354afa1400","title":"Measuring how AI agents handle everyday wet-lab science","url":"https://openai.com/index/measuring-how-ai-agents-handle-wet-lab-science","source":"OpenAI Blog","published_at":"2026-11-06T00:00:00+00:00","first_seen_at":"2026-11-06T20:16:30.321Z","summary_short":"OpenAI Blog reports: Measuring how AI agents handle everyday wet-lab science. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria.","summary_long":"OpenAI Blog reports: Measuring how AI agents handle everyday wet-lab science. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria. Operator move: run one scoped experiment this week, track quality + speed + cost, and keep a rollback path.","tags":["agents","neutral","openai"],"topics":["agent_operations"],"entities":["OpenAI"],"quality_score":96,"freshness_score":0,"trend_score":53.2},{"id":"53c56afbaf05f8","title":"GPT‑6 Cyber: Advancing the frontier of aligned cybersecurity agents","url":"https://openai.com/index/introducing-gpt-6-cyber","source":"OpenAI Blog","published_at":"2026-11-05T09:00:00+00:00","first_seen_at":"2026-11-06T02:01:06.908Z","summary_short":"OpenAI Blog reports: GPT‑6 Cyber: Advancing the frontier of aligned cybersecurity agents. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria.","summary_long":"OpenAI Blog reports: GPT‑6 Cyber: Advancing the frontier of aligned cybersecurity agents. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria. Operator move: run one scoped experiment this week, track quality + speed + cost, and keep a rollback path.","tags":["agents","models","neutral","openai","security"],"topics":["agent_operations"],"entities":["OpenAI"],"quality_score":96,"freshness_score":0,"trend_score":53.2},{"id":"41c97fe8dc29ac","title":"Legora is building the agentic operating system for legal work","url":"https://openai.com/index/legora","source":"OpenAI Blog","published_at":"2026-10-28T09:30:00+00:00","first_seen_at":"2026-10-29T01:37:17.002Z","summary_short":"OpenAI Blog reports: Legora is building the agentic operating system for legal work. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria.","summary_long":"OpenAI Blog reports: Legora is building the agentic operating system for legal work. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria. Operator move: run one scoped experiment this week, track quality + speed + cost, and keep a rollback path.","tags":["agents","neutral","openai"],"topics":["agent_operations"],"entities":["OpenAI"],"quality_score":96,"freshness_score":0,"trend_score":53.2},{"id":"2fc8e689e413ca","title":"Legora is building the agentic operating system for legal work","url":"https://openai.com/index/legora-agentic-operating-system-for-legal-work","source":"OpenAI Blog","published_at":"2026-10-28T09:30:00+00:00","first_seen_at":"2026-10-28T12:16:45.135Z","summary_short":"OpenAI Blog reports: Legora is building the agentic operating system for legal work. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria.","summary_long":"OpenAI Blog reports: Legora is building the agentic operating system for legal work. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria. Operator move: run one scoped experiment this week, track quality + speed + cost, and keep a rollback path.","tags":["agents","neutral","openai"],"topics":["agent_operations"],"entities":["OpenAI"],"quality_score":96,"freshness_score":0,"trend_score":53.2},{"id":"d3f519557f32dd","title":"Patch the Planet: global response coordination as agents uncover critical vulnerabilities","url":"https://openai.com/index/coordinated-disclosure-of-critical-vulnerabilities","source":"OpenAI Blog","published_at":"2026-10-21T07:00:00+00:00","first_seen_at":"2026-10-21T18:27:14.347Z","summary_short":"OpenAI Blog reports: Patch the Planet: global response coordination as agents uncover critical vulnerabilities. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria.","summary_long":"OpenAI Blog reports: Patch the Planet: global response coordination as agents uncover critical vulnerabilities. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria. Operator move: run one scoped experiment this week, track quality + speed + cost, and keep a rollback path.","tags":["agents","neutral","openai"],"topics":["agent_operations"],"entities":["OpenAI"],"quality_score":96,"freshness_score":0,"trend_score":53.2},{"id":"1de8e62ff715d1","title":"Using thousands of AI agents to uncover new leads in biological data","url":"https://openai.com/index/scaling-ai-research-for-complex-biological-data","source":"OpenAI Blog","published_at":"2026-10-21T04:50:00+00:00","first_seen_at":"2026-10-22T00:28:08.415Z","summary_short":"OpenAI Blog reports: Using thousands of AI agents to uncover new leads in biological data. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria.","summary_long":"OpenAI Blog reports: Using thousands of AI agents to uncover new leads in biological data. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria. Operator move: run one scoped experiment this week, track quality + speed + cost, and keep a rollback path.","tags":["agents","neutral","openai"],"topics":["agent_operations"],"entities":["OpenAI"],"quality_score":96,"freshness_score":0,"trend_score":53.2},{"id":"dbaa902542534b","title":"OpenAI acquires Orchestra Bio","url":"https://openai.com/index/openai-to-acquire-orchestra-bio","source":"OpenAI Blog","published_at":"2026-10-20T00:00:00+00:00","first_seen_at":"2026-10-20T18:23:08.862Z","summary_short":"OpenAI Blog reports: OpenAI acquires Orchestra Bio. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria.","summary_long":"OpenAI Blog reports: OpenAI acquires Orchestra Bio. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria. Operator move: run one scoped experiment this week, track quality + speed + cost, and keep a rollback path.","tags":["agents","funding","neutral","openai","tooling"],"topics":["agent_operations"],"entities":["OpenAI"],"quality_score":96,"freshness_score":0,"trend_score":53.2},{"id":"a0e0fec2c2b5f5","title":"Amp puts AI agents to work beyond code with OpenAI models","url":"https://openai.com/index/amp-beyond-coding","source":"OpenAI Blog","published_at":"2026-10-14T12:00:00+00:00","first_seen_at":"2026-10-15T10:59:35.719Z","summary_short":"OpenAI Blog reports: Amp puts AI agents to work beyond code with OpenAI models. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria.","summary_long":"OpenAI Blog reports: Amp puts AI agents to work beyond code with OpenAI models. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria. Operator move: run one scoped experiment this week, track quality + speed + cost, and keep a rollback path.","tags":["agents","coding","models","neutral","openai","research"],"topics":["agent_operations"],"entities":["OpenAI"],"quality_score":96,"freshness_score":0,"trend_score":53.2},{"id":"e181547094b0a1","title":"How Third Moment Research runs 10,000 agents for 36+ hours","url":"https://openai.com/index/third-moment-research","source":"OpenAI Blog","published_at":"2026-10-14T07:00:00+00:00","first_seen_at":"2026-10-15T00:19:29.619Z","summary_short":"OpenAI Blog reports: How Third Moment Research runs 10,000 agents for 36+ hours. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria.","summary_long":"OpenAI Blog reports: How Third Moment Research runs 10,000 agents for 36+ hours. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria. Operator move: run one scoped experiment this week, track quality + speed + cost, and keep a rollback path.","tags":["agents","neutral","openai","research"],"topics":["agent_operations"],"entities":["OpenAI"],"quality_score":96,"freshness_score":0,"trend_score":53.2},{"id":"2f3282e483141f","title":"The EU’s next chapter in AI is agentic","url":"https://openai.com/index/the-eus-next-chapter-in-ai-is-agentic","source":"OpenAI Blog","published_at":"2026-10-14T00:00:00+00:00","first_seen_at":"2026-10-14T18:21:51.360Z","summary_short":"OpenAI Blog reports: The EU’s next chapter in AI is agentic. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria.","summary_long":"OpenAI Blog reports: The EU’s next chapter in AI is agentic. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria. Operator move: run one scoped experiment this week, track quality + speed + cost, and keep a rollback path.","tags":["agents","neutral","openai"],"topics":["agent_operations"],"entities":["OpenAI"],"quality_score":96,"freshness_score":0,"trend_score":53.2},{"id":"9964af802e9c5f","title":"Advancing computer use with Ironclad","url":"https://openai.com/index/advancing-computer-use-with-ironclad","source":"OpenAI Blog","published_at":"2026-10-06T10:00:00+00:00","first_seen_at":"2026-10-07T01:15:17.595Z","summary_short":"OpenAI Blog reports: Advancing computer use with Ironclad. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria.","summary_long":"OpenAI Blog reports: Advancing computer use with Ironclad. The practical takeaway is to treat this as a directional signal, then run constrained pilots with measurable success criteria. Operator move: run one scoped experiment this week, track quality + speed + cost, and keep a rollback path.","tags":["agents","compute","neutral","openai"],"topics":["agent_operations"],"entities":["OpenAI"],"quality_score":96,"freshness_score":0,"trend_score":53.2}]}