Abstract: Interactive theorem proving is an inherently complex and expertise-intensive process, requiring significant user intervention and deep domain knowledge. This complexity often hinders the ...

Theorem proving is a fundamental aspect of mathematics, spanning from informal reasoning in natural language to rigorous derivations in formal systems. In recent years, the advancement of deep ...

Large language models (LLMs) have astounded the world with their capabilities, yet they remain plagued by unpredictability and hallucinations – confidently outputting incorrect information. In ...

Z3 is a mature theorem prover from Microsoft Research with a substantial codebase and active community. After comprehensive analysis of the repository structure, open issues, pull requests, and ...

Based on comprehensive analysis of the Z3 theorem prover repository, this document provides a strategic roadmap for systematically addressing the backlog of issues and pull requests. The repository ...

LLMs have shown notable improvements in mathematical reasoning by extending through natural language, resulting in performance gains on benchmarks such as MATH and AIME. However, reinforcement ...

DeepSeek Prover V2 is an advanced Large Language Model, and it is primarily used for solving mathematical equations with the help of Lean 4. Lean 4 is a functional programming language and interactive ...

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