Home / Blog / #version-control #version-control 1 article on this topic. The Git Commit as Scientific Discovery: How Autoresearch Turns Version Control into a Research Lab In Karpathy's autoresearch, every successful experiment is a git commit. Every failed one is a git reset. Version control has become the memory of autonomous AI research. March 11, 2026