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

Researchers from UMD, Google, Meta, and other institutions use AutoTTS to let a coding agent independently discover control algorithms for AI reasoning. The algorithm it found cuts compute by about 70 percent compared to standard self-consistency while matching its accuracy. The whole search cost $40 and took 160 minutes.

Raccontata dathe-decoder.com