EvoSCM: Scientific Belief Revision Through Causal Model Evolution and Experimentation

Qing Zhao, Haowei Li, Weijian Deng +3

Scientific discovery depends on the ability to form hypotheses, test them through experiments, and revise them when evidence disagrees. Existing LLM agents support this process by…