The Gradient Papers
Open research, openly licensed.
The Gradient Papers are the Cnidarian Foundation’s open-research output. Nine papers; four with content (I, II, III, IV); five forthcoming. All papers are openly licensed under CC-BY-4.0.
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 foundation for distribute…
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 Paradigm reads that growth …
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 consensus to a paraconsisten…
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 blockchain with one engineer…
Read →Paper V — title to be confirmed
Forthcoming Gradient Paper
The fifth Gradient Paper is in preparation. Title and abstract publish once the cooperative team confirms the working title for public attribution.
Read →Paper VI — title to be confirmed
Forthcoming Gradient Paper
The sixth Gradient Paper is in preparation. Title and abstract publish once the cooperative team confirms the working title.
Read →Paper VII — title to be confirmed
Forthcoming Gradient Paper
The seventh Gradient Paper is in preparation. Title and abstract publish once the cooperative team confirms the working title.
Read →Paper VIII — title to be confirmed
Forthcoming Gradient Paper
The eighth Gradient Paper is in preparation. Title and abstract publish once the cooperative team confirms the working title.
Read →Paper IX — title to be confirmed
Forthcoming Gradient Paper
The ninth Gradient Paper is in preparation. The paper closes the initial Gradient Papers cycle.
Read →