Karpathy’s Autoresearch: 630 Lines, One GPU, 100 ML Experiments Overnight

On March 7, 2026, Andrej Karpathy posted a GitHub link on X and a single sentence: “It’s basically nanochat LLM training core stripped down to a single-GPU, one file version of ~630 lines of code.” Two days later, the autoresearch…








