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Practice multiple choice certification questions for Google Cloud Professional Machine Learning Engineer and review the explanation after each answer.

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Review the keyed rationale after answering so the correct Google Cloud service choice and each distractor stay connected.

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Flashcard Practice Google Cloud Professional Machine Learning Engineer Multiple Choice

A team promotes a fine-tuned model because it improves response format, but production users report more unsafe refusals and lower answer relevance. What release process was missing?

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A cleanup step that removes base-model comparison results from the release record A larger serving machine type so relevance and safety improve after deployment Regression evaluation across safety, relevance, format, factuality, latency, and representative slices A policy that any tuned model immediately replaces its base model once format metrics improve

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