Beyond Answer Confidence: A Controlled Audit of Self-Knowledge in a Black-Box Decision Model

Sharath M Shankaranarayana, Davor Runje, Jan Jannink

Decision models return probabilities intended for routing, abstention and automated action. Calibration makes those probabilities useful on average, but does not establish whether…