Guide: autoresearch and Bilevel Autoresearch turn AI agents into autonomous ML research…

This guide explains loop engineering using Andrej Karpathy's autoresearch repository and the Bilevel Autoresearch method to replace manual AI interaction with an autonomous loop pattern. It details how these artifacts enable AI agents to become fully autonomous machine learning researchers.

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