mlops

Autoresearch: Letting AI Train Its Own Models

Karpathy left an AI agent alone with a GPU for two days and it made his model 11% faster to train. A three-part guide to that pattern, autoresearch: what it is, how to run it on your own work with the uditgoenka skill, and a case study where 185 automated experiments raised a recommender's Recall@10 from 15% to 73%.