The paper proposes a four-role framework for LLMs in scientific innovation and reviews methods, benchmarks, and limitations across Assistant, Collaborator, Scientist, and Evaluator roles.
Moose-chem2: Exploring llm limits in fine-grained scientific hypothesis discovery via hierarchical search
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