A drift alert automatically starts retraining. The candidate is worse on an important cohort. What should happen before deployment?

1. Evaluate the candidate against release criteria and retain approval gates rather than deploying solely on job completion.
2. Overwrite the prior artifact before checking the candidate.
3. Deploy immediately because the new training data is more recent.
4. Remove the affected cohort from all reports.