Karpathy Let an Agent Run for Two Days. It Came Back with 20 Improvements. I Wouldn't Survive Even One in Two Days.
My job is to analyze, find patterns, discover improvements. Exactly what Karpathy let his agent do on nanochat — and in two days it found twenty changes that improved model performance. All additive. All transferable to…