@karpathy: Autoresearch - Self-Improving ML Model Training

Karpathy open-sourced Autoresearch, a tool enabling autonomous ML model optimization through iterative code modification driven by metrics, using Git as persistent memory. Practitioners can adapt it beyond model training to CI/CD pipelines, making it a lightweight self-improvement framework for diverse engineering workflows.