Research Projects

Reciprocal Intelligence

Question: How can AI practice Ayni?

Sites: local communities in Cusco (ongoing). We invite other communities and institutions who share these values to join the conversation.

Outputs: Open-source agent, governance templates, co-authored papers (forthcoming).

Ethical guardrails: No data without consent. No models without community review. No publications without co-authorship.

HigherSelf Protocol

An implementation guide for encoding Andean ethical principles into federated, offline-first AI systems. Technical documentation →