Darwin-Gödel Machine: Self-Improving AI Agents via Evolution

Sakana AI released the Darwin-Gödel Machine, an AI agent that autonomously rewrites its own code via evolutionary search. It boosted SWE-bench performance from 20% to 50% and Polyglot coding from 14.2% to 30.7%, surpassing hand-crafted agents. ML engineers building autonomous coding systems should take note.