AXLE为Lean 4证明提供云化工具,支持大规模、高并发的自动化证明处理。
AXLE: A Cloud Infrastructure for Lean 4 Theorem Proving Utilities
- 基于云架构的Lean 4多版本工具服务,支持每请求隔离与并发
- 已处理超5亿次请求,支撑12/12的普特南竞赛成绩
- 无需本地安装,提供多种接口,适合AI数学推理系统集成
我们提出AXLE(Axiom Lean Engine),一个面向Lean 4证明操作、提取与验证的云服务。近期人工智能在数学领域的进展——强化学习流水线、智能体式证明流程、数据集构建——要求证明工具具备支持数百万请求的可扩展性,同时保持正确性与鲁棒性;现有基础设施虽支持并行编译,但缺乏可扩展的证明验证、高层证明操作、多版本支持及高吞吐下的每请求隔离能力。AXLE提供14个覆盖严格证明验证、声明元数据提取、语义源码操作、确定性证明修复与简化、引理提取的Lean 4元编程工具。服务以多租户云部署运行,支持多版本Lean 4与Mathlib并发,可通过Python SDK、命令行、Web UI、MCP服务器及原生HTTP API访问。AXLE公开免费使用,网址为https://axle.axiommath.ai,亦可通过axiom-axle PyPI包获取,无需本地安装Lean 4。截至目前已服务超5亿次请求,是Axiom Math证明工作的底层基础设施,支撑其在2025年普特南竞赛中取得12/12的成绩。
原文摘要 · Abstract (English)
We present AXLE (Axiom Lean Engine), a cloud service for Lean 4 proof manipulation, extraction, and verification. Recent progress in AI for mathematics -- reinforcement learning pipelines, agentic proving workflows, dataset curation -- demands Lean 4 tooling that scales to millions of requests while remaining correct and robust; existing infrastructure offers parallel compilation but not scalable proof verification, higher-level proof manipulation, multi-version support, or per-request isolation at the throughput modern AI workflows require. AXLE provides 14 Lean 4 metaprogramming tools spanning strict proof verification, declaration metadata extraction, semantic source manipulation, deterministic proof repair and simplification, and lemma extraction. The service runs as a multi-tenant cloud deployment with per-request isolation and concurrent support for multiple Lean 4 and Mathlib versions, accessible via a Python SDK, command-line interface, web UI, MCP server, and raw HTTP API. AXLE is publicly available and free to use at https://axle.axiommath.ai and via the axiom-axle PyPI package, with no local Lean 4 installation required. It has served over 500 million requests to date and is the underlying infrastructure for Axiom Math's proving efforts, including its 12/12 score on the 2025 Putnam competition.
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