Free ISACA AAIR Exam Dumps Questions & Answers

A risk practitioner is reviewing an organization's implementation of a business-critical AI decision system.
Which of the following would be of GREATEST concern?

• A.Risk threshold acceptance criteria that do not require 100% decision accuracy
• B.Insufficient scenario-based testing of system failure modes and recovery procedures
• C.Reliance on conventional third-party security providers for system monitoring
• D.Lack of cross-functional AI incident identification and escalation training

An organization has deployed an AI-powered customer service chatbot. Which of the following BEST helps to ensure the chatbot maintains high accuracy in interpreting and answering customer inquiries?

• A.Calculating precision and recall scores and increasing model temperature
• B.Adopting vendor-recommended thresholds and conducting benchmarking
• C.Measuring intent-classification error rates and refining training datasets
• D.Introducing explainable AI techniques and conducting periodic code reviews

Which of the following is the GREATEST risk when an organization relies only on adversarial training to protect a private AI model in a testing environment?

• A.Presence of unaddressed system vulnerabilities
• B.Inefficient model training cycles
• C.Overfitting to limited datasets
• D.Increased likelihood of exposing proprietary algorithms

Which of the following is the PRIMARY reason to lower AI model temperature?

• A.To diversify ideas and recommendations generated by the model
• B.To mitigate the risk of persistent bias in responses to users
• C.To reduce energy consumption and environmental impact
• D.To enhance consistency and accuracy of model outputs

Which of the following is the BEST justification for selecting a risk avoidance strategy when considering whether to deploy a high-impact AI system?

• A.Shortage of AI expertise among staff
• B.Likelihood of data poisoning attacks
• C.Potential harm to stakeholders
• D.Long-term reduction of operational costs