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News

FourWeekMBA
fourweekmba.com > ai-openai-pachocki-alien-mind-monitoring-wall-safety

OpenAI's Chief Scientist Says Monitoring Is Losing the Race to Capability

6+ day, 2+ hour 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....

FourWeekMBA
fourweekmba.com > ai-anthropic-claude-fermat-last-theorem-formal-proof-lean

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…...

FourWeekMBA
fourweekmba.com > ai-ai-math-slot-machine-codex-bad-papers-daniel-litt-a16z

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…...

FourWeekMBA
fourweekmba.com > ai-anthropic-claude-fable-5-1-cache-read-agent-cost

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…...

FourWeekMBA
fourweekmba.com > the-trash-can-is-also-a-corpus-eric-weinsteins-bet-on-training-ai-against-the-ideas-science-rejected

The Trash Can Is Also a Corpus: Eric Weinstein's Bet on Training AI Against the Ideas Science Rejected

2+ week, 1+ day 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…...

Google News
fourweekmba.com > phase-two-of-ai-is-not-a-better-model-its-the-harness-around-it

Phase Two of AI Is Not a Better Model??? It's the Harness Around It

2+ week, 20+ 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…...

FourWeekMBA
fourweekmba.com > shopee-business-model

How Does Shopee Make Money? 7 Revenue Streams

2+ week, 4+ day ago   (528+ words) Key elements and framework breakdown Shopee is a Singaporean multinational tech company focused primarily on eCommerce. The company was founded by Forrest Li, a quiet and unassuming gaming enthusiast who owns the online gaming platform Garena. Witnessing the success of…...

FourWeekMBA
fourweekmba.com > goodharts-law

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....

FourWeekMBA
fourweekmba.com > ai-anthropic-claude-protein-design-minibinders-automated-resear

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…...

FourWeekMBA
fourweekmba.com > adobe-financials

Adobe 2024 Revenue by Segment: Creative & Document Cloud

4+ week, 10+ hour ago   (996+ words) Last Updated: April 2026 What Is Adobe Financials? Adobe financials refer to the comprehensive financial statements, performance metrics, and fiscal data of Adobe Inc., a multinational software company that generated $19.41 billion in total revenue during fiscal year 2023. These financial records encompass…...