An organization needs large data sets to perform application testing. Which of the following would BEST fulfill this need?

1. A. Reviewing AI model cards
2. B. Incorporating data from search content
3. C. Using open-source data repositories
4. D. Performing AI data augmentation

Correct Answer: C

Which of the following should be the PRIMARY objective of implementing differential privacy techniques in AI models used for fraud detection systems?

1. A. Reducing computational resources
2. B. Enhancing the accuracy of predictions
3. C. Protecting individual data contributions while allowing statistical analysis
4. D. Increasing model training speed

Correct Answer: C

Which of the following is the MOST effective use of AI in incident response?

1. A. Streamlining incident response testing
2. B. Automating incident response triage
3. C. Improving incident response playbook
4. D. Ensuring chain of custody

Correct Answer: B

A preliminary risk assessment of a SaaS-based large language model (LLM) business support system has identified prompt injection, data poisoning, and model exfiltration as material threats. Which of the following is the BEST approach to ensure risks are treated consistently?

1. A. Implementing an AI threat control matrix that maps threats to specific controls and assurance activities
2. B. Applying control baselines from a recognized industry standard to AI components
3. C. Relying on vendor independent audit reports and service level agreements (SLAs) as evidence of AI risk coverage
4. D. Focusing resources on post-deployment red teaming and deferring control selection until post go-live feedback is received

Correct Answer: A

Which of the following key risk indicators (KRIs) is MOST relevant when evaluating the effectiveness of an organization??s AI risk management program?

1. A. Number of AI models deployed into production
2. B. Percentage of critical business systems with AI components
3. C. Percentage of AI projects in compliance
4. D. Number of AI-related training requests submitted

Correct Answer: C