ACTIVE AI/ML

ProofCraft

LLM-Assisted Lean 4 Automatic Proof Assistant - combining LLMs with formal verification for mathematics proof generation

// DESCRIPTION

ProofCraft is a sophisticated tool that bridges the gap between Large Language Models and formal mathematics verification using Lean 4.

Key Features

  • Multi-agent orchestration for proof search
  • LLM response caching with 70-90% cost reduction
  • Support for multiple search strategies (DFS, BFS, Best-First)
  • Interactive web UI built with Gradio
  • Achieved 28.3% success rate on miniF2F benchmark

Research Impact

This project demonstrates how modern LLMs can assist in formal mathematics, making theorem proving more accessible and efficient. The caching system significantly reduces API costs while maintaining proof quality.

// HIGHLIGHTS

  • ICML 2026 research paper submission
  • v1.0 stable release with comprehensive documentation
  • Multi-LLM provider support (OpenAI, Anthropic)
  • Production-ready web interface

TECH_STACK

Python Lean 4 PyTorch GPT-4 Claude Gradio

PROJECT_INFO

started: 2024-06-01
status: ACTIVE
type: AI/ML