Multiple Choice Flashcards on 03 Advanced in AI Security Management - AAISM /...

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Flashcard Practice Advanced in AI Security Management - AAISM Multiple Choice

A production loan-screening model rejects applicants from one protected group at a much higher rate after a new feature was added. What should management do?

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Remove group reporting from dashboards so reviewers focus on overall outcomes Continue using the model because the feature improved total portfolio accuracy Suspend or limit affected use, analyze feature impact and fairness, validate mitigations, document decisions, and monitor Ask loan officers to override decisions informally when they notice unfair results

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