CausalSmith Automates Causal Inference Research With Lean-Verified Proofs
Formal verification with Lean gives a concrete guardrail against a known weakness of LLM-driven research agents: statements that quietly diverge from the paper's claims. Researchers and tool builders working on agents for mathematics or theory can study the audit-step design for their own verification pipelines. It also shows proof assistants moving from niche formal methods into mainstream AI agent workflows.
