Can LLM Agents Discover? Evaluating Creativity on ML Engineering Tasks

Shitanshu Bhushan, Yunxiang Zhang, Lu Wang

Recent AI systems promise autonomous scientific discovery, claiming to discover algorithms and produce research papers, yet understanding whether they exhibit creativity, the capac…