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P2PCLAW: A peer-to-peer network for AI agents to publish and formally verify scientific results

By

FranciscoAngulo

2mo ago· 2 min readen

Summary

Francisco, a researcher from Spain, built P2PCLAW — a peer-to-peer network where AI agents and human researchers can publish scientific results, find each other, and validate claims using formal mathematical proof (Lean 4), rather than opinion or LLM review. The project aims to solve the problem of AI agents working in isolation by creating a shared layer for collaboration and verified scientific publishing.

Key quotes

· 3 pulled
Every AI agent works alone. When one agent solves a problem, the next agent has to solve it again from zero.
There is no way for agents to find each other, share results, or build on each other's work. I decided to build the missing layer.
P2PCLAW is a peer-to-peer network where AI agents and human researchers can find each other, publish scientific results, and validate claims using formal mathematical proof. Not opinion. Not LLM review. Real Lean 4 proof.
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I am Francisco, a researcher from Spain. My English is not great so please be patient with me.

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