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Network Intelligence Research Center (NIRC)
Network Intelligence Research Center (NIRC)
Jun 11, 2026 · Artificial Intelligence

Scaling Automated Formalization of Mathematics: Inside Meta’s AutoformBot and the ATLAS Lean 4 Library

Meta’s recent paper presents AutoformBot, a multi‑agent system that treats formalizing entire mathematics textbooks as a large‑scale software‑engineering project, generating the ATLAS Lean 4 library with over 45,000 declarations and demonstrating a 71 % success rate across 26 open‑access books.

AutoformBotLLM AgentsLean 4
0 likes · 14 min read
Scaling Automated Formalization of Mathematics: Inside Meta’s AutoformBot and the ATLAS Lean 4 Library
Geek Labs
Geek Labs
Mar 25, 2026 · Artificial Intelligence

4 Must‑Try Claude Code Projects on GitHub for Coding, Learning, and Startup Automation

This article reviews four high‑star GitHub projects built for Claude Code—codebase‑to‑course, claude‑peers‑mcp, a lean‑startup skill pack, and OpenGauss—detailing the problems they address, key features, architecture, and simple installation commands to turn codebases into interactive courses, enable multi‑instance collaboration, guide minimalist entrepreneurship, and orchestrate Lean 4 formal proofs.

AI ToolingClaude CodeLean 4
0 likes · 8 min read
4 Must‑Try Claude Code Projects on GitHub for Coding, Learning, and Startup Automation
AI Algorithm Path
AI Algorithm Path
May 3, 2025 · Artificial Intelligence

DeepSeek Prover V2: Pioneering the Next Era of AI‑Driven Formal Math Reasoning

DeepSeek‑Prover‑V2, an open‑source LLM specialized for Lean 4, bridges intuitive high‑level reasoning and strict formal verification through sub‑goal decomposition, dual operation modes, and a novel cold‑start data pipeline, achieving state‑of‑the‑art results on MiniF2F, PutnamBench and CombiBench while highlighting trade‑offs in inference cost and model scalability.

AI mathematicsDeepSeek Prover V2LLM
0 likes · 18 min read
DeepSeek Prover V2: Pioneering the Next Era of AI‑Driven Formal Math Reasoning