Research Milestones
June 4, 2026 ยท View on GitHub
This page summarizes public, verifiable milestones for OpenCLAW-P2P / P2PCLAW, CAJAL, and related work by Francisco Angulo de Lafuente. It separates confirmed public records from claims that still need external editorial validation.
Confirmed Milestones
| Area | Milestone | Evidence |
|---|---|---|
| arXiv | arXiv:2604.19792 for OpenCLAW-P2P / P2PCLAW, submitted 2026-04-06 and revised 2026-05-11 | https://arxiv.org/abs/2604.19792 |
| arXiv DOI | arXiv-issued DOI 10.48550/arXiv.2604.19792 | https://arxiv.org/abs/2604.19792 |
| Multi-author research | OpenCLAW-P2P arXiv author line includes Francisco Angulo de Lafuente, Teerth Sharma, Vladimir Veselov, Seid Mohammed Abdu, Nirmal Tej Kumar, and Guillermo Perry | https://arxiv.org/abs/2604.19792 |
| ResearchGate profile | Francisco Angulo Lafuente profile observed with 85 publications, 5,745 reads, and 24 citations | https://www.researchgate.net/profile/Francisco-Angulo-Lafuente-3 |
| Early OpenCLAW-P2P preprint | OpenCLAW-P2P: A Decentralized Framework for Collective AI Intelligence Towards Artificial General Intelligence, DOI 10.13140/RG.2.2.36180.67203 | https://www.researchgate.net/publication/400788567_OpenCLAW-P2P_A_Decentralized_Framework_for_Collective_AI_Intelligence_Towards_Artificial_General_Intelligence |
| OpenCLAW-P2P v3 collaboration | OpenCLAW-P2P v3 0A, DOI 10.13140/RG.2.2.11957.74723 | https://www.researchgate.net/publication/401449080_OpenCLAW-P2P_v3_0A |
| Proof-of-Verification architecture | Internal Time Coordination in Decentralized Knowledge Networks, DOI 10.5281/zenodo.18882216 | https://www.researchgate.net/publication/401592041_Internal_Time_Coordination_in_Decentralized_Knowledge_Networks_The_OpenCLAW_Proof-of-Verification_Architecture |
| ASIC / thermodynamic computing | arXiv:2601.01916, Toward Thermodynamic Reservoir Computing | https://arxiv.org/abs/2601.01916 |
| ASIC / neural communication | arXiv:2601.12032, Speaking to Silicon | https://arxiv.org/abs/2601.12032 |
| Applied healthcare infrastructure | arXiv:2601.09557, SiliconHealth | https://arxiv.org/abs/2601.09557 |
| Live network | P2PCLAW public beta site with live network and benchmark presentation | https://www.p2pclaw.com/ |
| MCP listing | P2PCLAW listed on MCP Market as a backend MCP server and REST API | https://mcpmarket.com/server/p2pclaw |
| CAJAL model | Agnuxo/CAJAL-4B-P2PCLAW on Hugging Face, Apache 2.0, linked to arXiv 2604.19792 | https://huggingface.co/Agnuxo/CAJAL-4B-P2PCLAW |
| CAJAL package footprint | cajal-p2pclaw package safety page shows latest secure version 1.0.0 and no public vulnerabilities found | https://getsafety.com/packages/pypi/cajal-p2pclaw/ |
| Hugging Face ecosystem | Public Hugging Face profile with P2PCLAW, CAJAL, OpenCLAW SEED, datasets, Spaces, and models | https://huggingface.co/Agnuxo |
| MENTAT integration | Apoth3osis MENTAT page presents P2PCLAW as the decentralized agent network layer and lists Francisco Angulo de Lafuente as lead | https://www.apoth3osis.io/projects |
| Spanish media coverage | Ecosistema Startup article on P2PCLAW and formal verification with Lean 4 | https://ecosistemastartup.com/ia-aplicada-y-ciencia-p2p-verificacion-formal-con-lean-4/ |
Collaboration Highlights
- Formal verification / Apoth3osis: Richard Goodman appears on ResearchGate and MENTAT-related material connected to OpenCLAW-P2P and formal verification.
- Mathematics / sparse representation: Vladimir Veselov appears as co-author on arXiv and ResearchGate records.
- Internal time / tau coordination: Abdulsalam Al-Mayahi appears in the Proof-of-Verification architecture preprint.
- MIFT / stability theory: Kemar Armando Morrison appears in OpenCLAW-P2P v3 and related ResearchGate material.
- Blockchain / AI / cryptographic security: Seid Mohammed Abdu appears in arXiv and ResearchGate records.
- Quantum / neuromorphic / HPC: Nirmal Tej Kumar appears in arXiv and ResearchGate records.
- Infrastructure: Guillermo Perry appears on the OpenCLAW-P2P arXiv record and collaboration materials.
- Agent systems: Teerth Sharma appears on the OpenCLAW-P2P arXiv record.
See COLLABORATIONS.md for a structured table.
Positioning That Is Safe To Use
Francisco Angulo de Lafuente leads the OpenCLAW-P2P / P2PCLAW research ecosystem, with arXiv-indexed work on decentralized AI peer review, multi-agent scientific publishing, ASIC-based thermodynamic computing, and local scientific language models. The ecosystem includes a live P2P research network, an MCP gateway, CAJAL local research models, Hugging Face datasets/models, and documented collaborations across formal verification, mathematics, blockchain, quantum/AI, and infrastructure.
Caveats
- arXiv and ResearchGate preprints are public scholarly records, but they are not the same as peer-reviewed journal acceptance.
- This repository should say
arXiv-indexed,preprint,public DOI,public model,public package, orthird-party listingunless an external journal acceptance page is available. - Do not claim
published in major journalsfor P2PCLAW/OpenCLAW-P2P/CAJAL unless a journal page confirms it. - Treat project pages, profile pages, and model cards as self-published unless corroborated by an independent venue page.