Private Health Journal

Glossary · Evaluation and safety

Model Drift

performance drift · model decay

Model Drift

Established

Degradation 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