Simple Baselines are Competitive with Code Evolution

Simple Baselines are Competitive with Code Evolution

• Code evolution uses LLMs to mutate code, yet lacks baseline comparisons. • Authors test two simple baselines across math bounds, agentic scaffolds, and ML contests. • Baselines m

Research & Labs · February 20, 2026 (updated February 24, 2026) · 1 min · 184 words