Interactive Theorem

Interactive theorem proving (ITP) aims to formally verify mathematical proofs and software correctness using computer-assisted systems. Current research heavily focuses on integrating machine learning, particularly transformer-based models and novel algorithms like generate-then-repair approaches, to automate or significantly assist the traditionally labor-intensive process of proof construction and verification within ITPs. This work is improving the efficiency and scalability of formal verification, impacting fields like software engineering and AI safety by enabling the rigorous validation of complex systems.