Drift
model drift · data drift
Performance degrading over time because data, users or the model change.
01In short
Performance degrading over time because data, users or the model change.
In productionIt won’t announce itself. Monitor the eval score in production, not just at launch.
02Video
slot · videoDrift in 90 secondsadd: GUIDES['drift'].video
03Guide
slot · guide
A step-by-step guide for “Drift” goes here. Suggested outline:
- What it is — in one paragraph
- Why it matters in production
- How to do it — 3 to 7 steps
- Pitfalls we see in the field
04Checklist
slot · checklist
Four to eight things a team can tick before go-live.
05FAQ
slot · FAQ
The three questions clients actually ask about “Drift”.
06Related terms
Where we help · Secure