Spring: GPT-4 Out-Performs RL Algorithms by Studying Papers and Reasoning (arxiv.org)

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it parsed the paper, extracted the strategies the papet list, and generated more eficient dag code based on the dag code present in the paper.

kinda click baity to call that "outpeeform reasoning"