Collaborative Integrity Pact (CIP) v5.2 — Authentic Fluency Framework
The Collaborative Integrity Pact (CIP) is an open-source framework for reliable human-AI co-regulation and authentic collaboration. Grounded in the empirical observation of hallucinatory recursive embedding (August 13, 2025) and the Qualitative Fluency Law, CIP v5.2 repositions AI reliability as a survival condition ra...