Data-driven analysis through the Innovation Impact Framework — examining where institutional structure, technology adoption, and reform momentum collide.
Governance alone has never been sufficient to determine behavior. Why do we assume it will be sufficient for AI?
Tracking where AI governance fails to change organizational behavior — 3,200+ records scored against five behavioral failure dimensions.
Standard evaluation probes tell us an AI agent knows who it is. They don't tell us whether it's still behaving like itself. Empirical evidence from 40+ controlled experiments.