CausalVerify: End-to-End Verification of Causal Analyses by Language Models.

arXiv:2609.07944v2 Announce Type: replace Abstract: Language models increasingly perform empirical analyses end to end, yet existing evaluations assess the written explanation or whether generated code executes, not whether the executed workflow recovers the i