Can We Accelerate Formal Mathematics with AI?
Rémy Degenne
Abstract
LLM-powered AI agents are now useful assistants for mathematical research, but they are unreliable and checking their output for errors is difficult and time-consuming. To fix that issue, they can be paired with a formal mathematics system like Lean, to automatically verify their proofs. That is however only possible if the mathematics of interest is expressible in Lean. Large parts of research maths are still out of reach, because their prerequisites have not been formalized yet. Can we use AI auto-formalization to accelerate the formalization of the literature and catch up to recent research? I will discuss the current efforts and challenges for the AI-assisted acceleration of formal mathematics.
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