Analysisllmproof assistantcode agents
LLMs Enable Deterministic Math Proof Verification
9.1
Relevance ScoreA January 2026 team used ChatGPT and an AI called Aristotle to produce a Lean-verifiable proof for a corrected Erdős problem, with ChatGPT drafting and finalizing readable publication text. The essay compares that workflow to software development, arguing LLMs are useful for drafts but should be paired with deterministic tools (scripts, proof assistants) for repeatable, reliable deployments and maintainable code.
Scoring Rationale
Significant novelty and broad implications across math and software, tempered by single-source reporting and limited independent verification
