When Models Learn… or Just Get Easier: Decoding Adaptive AI Evaluation
Update Day Is Where Evaluation Gets Weird Update day is usually presented as a clean managerial ritual. A model gets retrained. A validation report arrives. The new AUROC is higher, or at least not embarrassing. Everyone is invited to believe that the system has improved. That belief is comfortable. It is also incomplete. ...