From autoresearch to Collective Evolution: What Karpathy's Project Reveals About the Future of AI Agents

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 ...