An organization passes transaction data to an AI system so it can produce recommendations for customers. Which of the following is MOST important for management to do to keep this reliable?
Answer(s): D
Ensuring risk mitigation scenarios reduce exposures to a tolerable range is most important for keeping AI recommendations reliable. This approach manages operational, compliance, and reputational risks associated with AI outputs, maintaining trust and business continuity.
A banking organization uses AI to support the credit scoring process. Which of the following is the GREATEST benefit of providing interpretations of AI model outputs?
Answer(s): C
The greatest benefit of providing interpretations of AI model outputs is that it allows stakeholders to understand the reasons behind the outputs. This improves transparency, accountability, and trust in the credit scoring process.
When evaluating an AI system used to approve loan applications, an IS auditor notes decisions are made bythe AI tool without oversight. Which of the following is the auditor's BEST recommendation?
Answer(s): A
Establishing early human review checkpoints is the best recommendation because it ensures oversight to detect errors or biases in AI-driven loan approvals. This protects fairness, accountability, and compliance with regulatory requirements.
When evaluating whether an AI algorithm deployed by an organization aligns with its business objectives, it is MOST important to:
Answer(s): B
Confirming that the outcomes from using the algorithm support strategic goals is most important. This ensures the AI deployment aligns with business objectives, delivering value while maintaining relevance to organizational priorities.
An organization uses an AI-based chatbot that collects customer data during interactions. Which of the following is MOST important to ensure compliance with data consent requirements?
Embedding a consent mechanism that provides clear options before data collection begins is most important. It ensures compliance with privacy regulations by securing informed consent from customers prior to processing their data.
A large organization is implementing a new AI system that uses customer data. Which of the following is the BEST approach for risk mitigation to protect customer privacy?
Implementing data anonymization and impact assessments is the best approach to mitigate risks to customer privacy. Anonymization protects sensitive information, while impact assessments ensure compliance and help identify potential privacy risks before deployment.
An IS auditor learns that the organization's AI solution is configured with web integration enabled. Which of the following is the MOST important control for the auditor to validate?
Validating activity logging with integration to the organization's SIEM system is most important when AI solutions have web integration enabled. This ensures monitoring of data flows and potential security incidents, reducing risks of unauthorized access or malicious activity.
Which of the following is the GREATEST risk resulting from excessive agency in AI systems?
The greatest risk from excessive agency in AI systems is uncontrolled access and unauthorized actions. When AI operates with too much autonomy, it can make unmonitored decisions that compromise security, compliance, and organizational control.
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