A pipeline should deploy only models whose validation metric exceeds an approved threshold. Which design is most appropriate?

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  1. Use the training duration as the validation metric without a business rationale.
  2. Deploy every completed training job because completion proves quality.
  3. Remove the threshold when a candidate fails it.
  4. Use an evaluation step and a condition step that gates registration or deployment.

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