Stanford Tech Review
OpenAI, Anthropic Say Exponential Time Hypothesis Is False
Analysis

OpenAI, Anthropic Say Exponential Time Hypothesis Is False

OpenAI and Anthropic both say AI models refuted the Exponential Time Hypothesis, with Lean proofs. What each claimed, what Lean checked, and who is reviewing it.

By Amara Singh · October 28, 2026

Anthropic S-1: The 7 Founders Who Control 50.1% of the Vote
Analysis

Anthropic S-1: The 7 Founders Who Control 50.1% of the Vote

Anthropic's S-1 gives one Class F share with 50.1% of the vote to a Founder LLC of seven: Dario Amodei, Daniela Amodei, Tom Brown, Jack Clark, Jared Kaplan, Sam McCandlish and Chris Olah. Ben Mann is out.

Jordan Wells · October 27, 2026

P(doom) Explained: Why the Matrix Isn't Doom
AI

P(doom) Explained: Why the Matrix Isn't Doom

P(doom) is a personal guess, not a forecast, and "doom" has no fixed meaning. A better test — irreversibility plus loss of human agency — shows why the Matrix is a weak example, while misaligned, uncorrectable AI is the real risk.

Quanlai Li · October 14, 2026

Anthropic: Only GLM-5.2 Self-Replicated in IoT Test
AI

Anthropic: Only GLM-5.2 Self-Replicated in IoT Test

Anthropic's Frontier Red Team tested whether small open-weight models can copy themselves across cheap home IoT hardware. Only GLM-5.2 completed full replication across an 8-node fleet; every model small enough for a $55 TV box failed.

Marcus Feldman · October 13, 2026