Researchers let Claude Code discover AI scaling algorithms that humans probably wouldn't have designed

In three linesResearchers from UMD, Google, and Meta use AutoTTS to let Claude Code independently discover control algorithms for AI reasoning. The discovered algorithm reduces compute by 70% versus standard self-consistency while matching accuracy. The search cost $40 and took 160 minutes.

Summary generated by Claude — human-verified