Multiple Choice Flashcards on 03 Chartered AI Business Professional - CAiBP /...

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Flashcard Practice Chartered AI Business Professional - CAiBP Multiple Choice

During a production incident, a claims model begins denying more cases after a data pipeline change. Global accuracy appears stable, but explanations show a newly mapped field now dominates decisions. What should the team do?

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Update customer messaging so the new field is described in simpler language. Retrain the model immediately and remove all fields from the changed data source. Investigate the data change, contain affected decisions, and validate feature behavior. Keep the release because global accuracy has not crossed a failure threshold.

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