Glossary · Evaluation and safety
Model Drift
performance drift · model decay
Model Drift
EstablishedDegradation of a deployed model's performance over time as conditions move away from those it was trained on.
The reason a one-time approval is insufficient and monitoring is a regulatory obligation rather than good practice.
Context
SourceISO/IEC 23053:2022; FDA AI-enabled device guidance