EvoSCM: Scientific Belief Revision Through Causal Model Evolution and Experimentation

Qing Zhao, Haowei Li, Weijian Deng +2

Scientific agents must learn not only how to reason, but also what to believe. However, existing LLM agents typically express scientific hypotheses in free-form text, leaving their…