The Open-Box Fallacy: Why AI Deployment Needs a Calibrated Verification Regime. - Phongsakon Mark Konrad; Tim Lukas Adam; Ane Cathrine Holst Merrild; Riccardo Terrenzi; Rebecca De Rosa; Toygar Tanyel; Serkan Ayvaz (CoRR, 2026)