Multiple Choice Flashcards on 02 Chartered AI Engineering Professional - CAiE...

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Flashcard Practice Chartered AI Engineering Professional - CAiEP Multiple Choice

A team trains a model in a research framework but must serve it in a separate low-latency runtime. What should be validated before production rollout?

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Only the research notebook's last validation score, because export does not change model behavior. A new training run on production traffic without preserving the approved checkpoint. Export compatibility, preprocessing parity, numeric match, latency, and fallback behavior. The model owner's preference for a framework, without testing the serving artifact.

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