
Claude Code Discovers AI Scaling Algorithms Humans Missed
Researchers from UMD, Google, and Meta let Anthropic's Claude Code agent autonomously search for test-time scaling algorithms. The agent-designed controller cut compute costs by 70% compared to standard methods, spending just $39.90 over 160 minutes to find solutions human engineers hadn't conceived.



















