Import AI 470: No rights for machines; automating environment generation with SPADE; and building better GPU kernels with Hawkeye

A METR study finds AI has significantly accelerated cyber vulnerability discovery in 2026, contributed modestly to mathematical research, and shows no clear impact on AI research optimization. The acceleration is uneven across scientific fields.