The Cnidarian Foundation · Open research, openly licensed
Deep research. Bioluminescent clarity.
The Cnidarian Foundation publishes the Gradient Papers — open research on consensus theory, federated learning, cooperative governance, and the protocol foundations of distributed AI infrastructure. Papers are openly licensed. Equations render in the browser. PDFs render in print.
The Cnidarian Foundation is the research-publishing arm of the Mozi House. Papers are written by the cooperative’s research circle and openly licensed under CC-BY-4.0. The Foundation exists to keep the protocol’s intellectual foundation public — citable, auditable, derivable, mirrorable. We are an institutional commitment, not a campaign.
The Gradient Papers
The Medusa Paradigm
A biomimetic foundation for distributed AI infrastructure
Cnidarians have coordinated complex behavior through decentralized nerve nets for over five hundred million years. The Medusa Paradigm reads that coordination as a biomimetic found…
Read →The Reef Paradigm
Cooperative governance through coral biology
Coral reefs scale through localized growth that responds to seven-streams pressures — light, current, salinity, predation, sediment, temperature, neighbor-density. The Reef Paradig…
Read →Paraconsensus
Paraconsistent four-valued logic for federated meta-learning
Standard consensus protocols treat disagreement as failure: when nodes produce contradictory outputs, the protocol picks one and discards the others. Paraconsensus extends consensu…
Read →Agentile
The methodology that produced this work
Agentile is the institutional methodology developed during the Citrate Network build: a set of operating rules for human-agent software engineering that produced a Layer-1 blockcha…
Read →Coordination without a center.The medusae drift in separate depth bands, each following its own bell. The colony still coheres. That is the Foundation’s central image for distributed systems: relation before command, pulse before control.
The Mozi House
The Mozi Cooperative — worker-and-investor-owned cooperative, operates Citrate, holds the Foundation.
Mozi Cooperative ↗The Citrate Network — the production distributed-AI infrastructure the Gradient Papers describe.
Citrate ↗Modern Think Tank — the editorial publication of the Mozi House. Quarterly essays on cooperative economics and infrastructure.
Modern Think Tank ↗