Guide to loop engineering: How autoresearch turns AI agents into autonomous research loops

The guide details two artifacts: Andrej Karpathy's autoresearch repository and the Bilevel Autoresearch method, which together enable AI agents to autonomously conduct machine learning research. It explains how these tools transform the typical manual query-response pattern into a continuous research loop.

Featured · Andrej Karpathy