Canvas CloudAI
Canvas Cloud AI

Model Drift

advanced
ai & ml

Definition

Degradation of an AI model's performance over time as real-world conditions change from what it was trained on. Like skills becoming outdated as the world changes.

Real-World Example

A fraud detection model experiences drift as scammers develop new tactics that weren't in the training data, requiring periodic retraining.

Frequently Asked Questions

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