The Calibration Gap: Why AI Assurance Needs Experimental Rigour at Consulting Speed AI governance keeps choosing between rigorous-but-slow validation and fast-but-unfalsifiable frameworks. The escape is the experiment itself: for any measurable claim, the measurement is the faster path.