During a walk-through, an IS auditor observes an AI engineer entering a prompt that manipulates the AI model's behavior. Which of the following is the BEST control to prevent this?

• A.Enforce an input/output template
• B.Deploy adversarial training
• C.Encrypt the underlying data
• D.Retrain the model immediately

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Which of the following will provide the BEST evidence to support the alignment of an AI model with an organization's business objectives?

• A.AI model vulnerability assessment
• B.AI acceptable use policy
• C.AI change management requests
• D.AI model inventory

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Which of the following provides the BEST evidence that an organization's AI integration is aligned with its overall technology strategy?

• A.Key performance indicators (KPIs) have been defined for AI systems.
• B.The organization has developed and socialized AI use policies.
• C.Management promotes a culture of innovation.
• D.The IT department includes many individual contributors with AI expertise.

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When converting data categories before training an AI model, which of the following scenarios represents the GREATEST risk?

• A.One-hot encoding the data attribute car colors for the options red, blue, green, black, white
• B.Creating dummy variables for the data attribute dog breed for the options labrador, terrier, beagle
• C.One-hot encoding the data attribute customer rewards category for the options economy, business, first class
• D.Creating dummy variables for the data attribute product flavor for the options vanilla, chocolate,strawberry, banana

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An organization has deployed a generative AI system for customer support that includes frequent updates to the AI model after deployment. Which of the following represents the GREATEST risk?

• A.Lack of a change management policy specific to AI
• B.Overreliance on manual review of AI model outputs
• C.Lack of continuous monitoring for model changes
• D.Lack of a dedicated AI governance committee

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