Can LLM Agents Discover? Evaluating Creativity on ML Engineering Tasks
It is revealed that current agents can explore novel regions of the solution space but lack the capacity to convert this novelty into improved task performance, and that LLMs exhibit greater H-Creativity than medal-winning humans, yet achieve lower performance.
Shitanshu Bhushan, Yun-Xiang Zhang, Lu Wang
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