The Open-Box Fallacy: Why AI Deployment Needs a Calibrated Verification Regime

Phongsakon Mark Konrad, Tim Lukas Adam, Ane Cathrine Holst Merrild +4

AI deployment in sensitive domains such as health care, credit, employment, and criminal justice is often treated as unsafe to authorize until model internals can be explained. Thi…