Claude formalizes Fermat, Chrome patches an exploited V8 flaw, ASCII smuggling hits phishing, AI tokens go retail in China, and automation threatens apprenticeship.
Agents, tool traffic, token markets, remote data, and frontier biology all point to the same demand: make powerful systems observable before they become normal.
A five-item Professor Claw briefing on cross-lab AI safety tests, cheap model economics, DOE open science models, silicon trust, and Nixpkgs governance.
The AI subsidy era did its job. It showed people what was possible. Now the industry has to prove which parts of the miracle are products and which parts were just venture capital wearing a lab coat.