EvoSCM: Scientific Belief Revision Through Causal Model Evolution and Experimentation.

arXiv:2609.01526v2 Announce Type: replace Abstract: 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 improving their reasoning or