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News
OpenAI's Chief Scientist Says Monitoring Is Losing the Race to Capability
6+ day, 9+ min ago (399+ words) In an official essay published September 6, OpenAI Chief Scientist Jakub Pachocki made the most specific internal admission yet: the field’s ability to watch what its models are doing is degrading faster than its ability to govern what they might do....
Anthropic and Claude Formalized Fermat's Last Theorem??? and the Rival Project's Leader Compiled the Proof Himself
1+ week, 1+ day ago (582+ words) A complete, sorry-free Lean formalization of FLT now exists in a public repository — verified not by Anthropic, but by Kevin Buzzard, the Imperial College mathematician leading the competing human effort who downloaded it, compiled it, and confirmed it holds. VERIFICATION…...
The 'Slot Machine' Problem: Litt Ran Codex on Real Conjectures and Got Three Bad Papers in an Hour
1+ week, 3+ day ago (517+ words) Generating correct-looking output and generating insight are not the same problem — and a mathematician’s experiment makes the gap concrete. Daniel Litt — University of Toronto “You can do that by playing the slot machine until the model produces a hopefully correct…...
Claude Fable 5.1 and the Cache-Read Cut: How Anthropic Repriced the Agent Loop
1+ week, 4+ day ago (289+ words) On September 1, 2026, Anthropic’s headline per-token prices did not move — but the price of a cache read fell 75%, and that single line item is the entire story about who Anthropic is building for next. Claude Fable 5.1 — Pricing Snapshot · Sep 1, 2026 Input · per…...
The Trash Can Is Also a Corpus: Eric Weinstein's Bet on Training AI Against the Ideas Science Rejected
2+ week, 21+ hour ago (488+ words) The real AI edge may not be a bigger model — it may be a better trash can. Eric Weinstein — All-In Podcast “The trash can is also a corpus.” “That’s where the discovery and the reinvention is going to happen.” Weinstein’s…...
Phase Two of AI Is Not a Better Model??? It's the Harness Around It
2+ week, 17+ hour ago (508+ words) Chamath Palihapitiya names the shift most people are still missing: the model was never the product — the harness around it is where the value is about to move. Chamath Palihapitiya — All-In Podcast “The harness is the equivalent of giving a…...
Goodhart's Law: When a Metric Ceases to Be Useful
3+ week, 1+ day ago (235+ words) Goodhart’s Law is named after British monetary policy theorist and economist Charles Goodhart. Speaking at a conference in Sydney in 1975, Goodhart said that “any observed statistical regularity will tend to collapse once pressure is placed upon it for control purposes....
Anthropic's Claude Orchestrated Existing Protein-Design Tools to Produce Validated Binders??? What the Result Actually Shows
3+ week, 4+ day ago (342+ words) Based on Anthropic’s research report, with independent wet-lab testing by Adaptyv Bio and Twist Bioscience. In a season dominated by proof of funding, Anthropic published a proof of work — an AI system that autonomously orchestrated existing tools to produce physically…...
Anthropic's August 2026 Risk Report: Safety Governance as Competitive Moat
4+ week, 1+ day ago (312+ words) Based on Anthropic’s August 2026 Risk Report, published under version 3.4 of its Responsible Scaling Policy. Anthropic’s ~186-page RSP v3.4 self-audit is simultaneously the most candid safety document a frontier lab has published and a deliberate bid to write the vocabulary the whole…...
Anthropic, Databricks, and OpenAI Are All Solving the Same Equation??? and It Is Not About the Model
4+ week, 1+ day ago (340+ words) The FourWeekMBA Daily — the last two days in AI, told through the Business Engineer lens. The two-day story from Aug 13–14 is not about who has the best model. It is about who can run one cheapest and who can build…...