Term Kind Topic What it is
Champion-Challenger Contamination Closed-Loop Evaluation Bias, Logged-Feedback Contamination concept Model Risk Management The condition where a model's offline evaluation data was generated by the model it is being compared against, so the metric rewards imitation and improves while live outcomes stay flat.
Validated Envelope Model Use Envelope, Validation Boundary concept Model Risk Management The explicit conditions a model's validation actually covers - input schema, population, feature sources, thresholds, upstream versions - outside which the sign-off does not hold and the serving path must refu…