“Agents discovered by the Darwin Gödel Machine (DGM) using Claude 3.5 Sonnet as a base model achieved performance comparable to or better than handcrafted agents on SWE-bench Verified (50% vs 20%) and Polyglot (30.7% vs 14.2%).”