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ISACA Advanced in AI Risk Sample Questions:

1. After which of the following events is it MOST important to update risk ratings?

A) Vulnerability patch deployment for an AI system
B) Addition of new metrics tracked by automated monitoring
C) Creation of a new AI risk oversight committee
D) Discovery of discriminatory outputs from an AI system

2. An organization seeks to implement a new AI system that uses customer information to create targeted product recommendations. Which of the following is the MOST important consideration to ensure the system complies with regulatory requirements?

A) Legally sourced data with appropriate consent
B) Human review of system recommendations
C) Use of supervised learning during model training
D) Backup and storage protocols for sensitive data

3. Which of the following is the PRIMARY benefit of implementing a comprehensive data pipeline for AI model training, testing, and validation?

A) Sharing of governance risk with external data and service providers
B) Automation of complex tasks in early stages of the data pipeline
C) Reduced risk of introducing errors into the final AI model
D) Enhanced auditability of outputs to provide evidence of regulatory compliance

4. An organization integrates multiple AI services using APIs to enhance a customer support chatbot. Which of the following is the GREATEST risk?

A) Customer dissatisfaction from operational delays
B) Insufficient training datasets due to outdated or limited sample coverage
C) Unauthorized disclosure of sensitive records via insecure external connections
D) Greater likelihood of bias or inaccuracy in chatbot responses

5. Which of the following is MOST important when defining responsible roles for integrating third-party AI services into an organization's supply chain?

A) Mandating cross-functional AI training for third-party staff
B) Standardizing migration and data transfer protocols
C) Designating AI governance and risk ownership
D) Aligning organizational and third-party AI security policies

Solutions: