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arXiv cs.AI · Papers

Toward Auditable AI Scientists: A Hypothesis Evolution Protocol for LLM Agents

arXiv:2607.09195v1 Announce Type: new Abstract: Large language model (LLM) agents are increasingly expected to play a central role in AI-driven scientific discovery. Equipped with broad knowledge, flexible reasoning, and tool use, they have the potential to autonomously explore and solve scientific problems by repeated