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Andrej Karpathy's Autoresearch demonstrates autonomous agent loops: agents edit training code, run fixed five-minute experiments, and commit only changes improving a single validation metric. Connections explored include the Ralph Wiggum iterative loop and multi-agent collaborative research. Applications range from LLM training and code generation to advertising and product experimentation, plus new high-level skills like evaluation design and programming agent memos. The AI Daily Brief helps you understand the most important news and discussions in AI. Subscribe to the podcast version of The AI Daily Brief wherever you listen: https://pod.link/1680633614 Get it ad free at http://patreon.com/aidailybrief Learn more about the show https://aidailybrief.ai/