Formal verification (Lean proofs) can make AI research automation trustworthy by catching both logical errors and semantic mismatches between formal statements and scientific intent—solving the problem of LLMs accepting fabricated results.
CausalForge automates theoretical research in causal inference by combining a formally verified Lean library (Causalean) with an AI agent pipeline that proposes, formalizes, and proves theorems.