Human-AI coordination

How to Audit Collaboration Quality in AI-Augmented Work

You cannot audit "AI-human collaboration" — collaboration is a human social process, and an AI system is not a social partner. A real audit splits the question in two: Layer 1, human collaboration quality; Layer 2, human–AI coordination quality. This guide gives you the protocol.