Multiple Choice Flashcards on 01 Artificial Intelligence Engineer - AiE / 02...

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Flashcard Practice Artificial Intelligence Engineer - AiE Multiple Choice

A company has a scheduled retraining pipeline that promotes a new model every night. One night, a data ingestion bug corrupts labels, and the pipeline releases a worse model. What ecosystem control would have helped most?

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A broader hyperparameter search using the corrupted label set before release. A manual dashboard check after promotion as the only release control. More nightly candidates retained in storage for later comparison. Data gates, validation checks, registry stages, and rollback readiness.

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