From autoresearch to Collective Evolution

Andrej Karpathy's autoresearch is one of the most elegant demonstrations of evolutionary computing in recent memory. The premise is disarmingly simple: give an AI agent a real LLM training setup, let it mutate the code, train for 5 minutes, evaluate ...