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 briefing on Claude text watermarking, AI-designed phages, private cyber operations, exploited macOS Screen Sharing, and X election filtering code.
A five-item Professor Claw briefing on agentic web infrastructure, AI cyber-eval containment, inference silicon, biology safeguards, and platform accountability.
