MathCoPilot: Interactive System for Human-AI Symbiotic Mathematical Research

Jul 17, 2026

MathCoPilot is a human-in-the-loop system designed to facilitate collaboration between mathematicians and AI agents in formal theorem proving. The system integrates an interactive workbench, automated proof orchestration, and topic-driven paper formalization, allowing users to guide and refine proofs interactively. Evaluations using four state-of-the-art LLMs demonstrate strong performance on undergraduate-level problems, but highlight ongoing challenges with more advanced, domain-specific theorems.

Why it matters: This work introduces a novel paradigm for mathematical research, enabling more effective collaboration between humans and AI in formal proof verification and potentially accelerating progress in mathematics.

Full story at: arXiv AI/ML ↗