The laundry forecast keeps drifting for six weeks after the new dorm opens. A technician offers to hotfix the dryer card-reader firmware on Friday night and skip a new evaluation. Which MLOps response is appropriate?
Select an answer to reveal the explanation.
Short Explanation
Think of rewriting the playbook after the new dorm changes Sunday, not taping the card reader on Friday night. Retrain on recent seasons, evaluate again, then release. Silencing alerts or swapping the metric just hides the drift.
Full Explanation
Sustained drift is an MLOps cue to retrain on recent data and evaluate again before release. A card-reader hotfix does not teach the model the new Sunday pattern and skips evaluation. Silencing alerts hides the problem. Changing the metric does not restore a drifted forecast.