Agent Laboratory
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The curator’s take
an approach that leverages LLM agents capable of completing the entire research process; the main findings are: 1) agents driven by o1-preview resulted in the best research outcomes, 2) generated machine learning code can achieve state-of-the-art performance compared to existing methods, 3) human feedback further improves the quality of research, and 4) Agent Laboratory significantly reduces research expenses.
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