Online Access Free AAIA Practice Test

Which of the following key performance indicators (KPIs) are MOST important when evaluating whether an AI model meets business objectives?

• A.AI model accuracy in predicting actual outcomes
• B.Frequency of AI model retraining
• C.Number of users interacting with the AI model
• D.Cost of resources required for AI model training

An organization uses an AI-powered tool to detect and respond to cybersecurity threats in real time. An IS auditor finds that the tool produces excessive false positives, increasing the workload of the security team. Which of the following techniques should the auditor recommend to BEST evaluate the tool's effectiveness in managing this issue?

• A.Conduct penetration testing to assess the system's ability to detect genuine threats.
• B.Use a log analysis tool to examine the types and frequency of alerts generated.
• C.Implement a benchmarking tool to compare the system's alerting capability with industry standards.
• D.Deploy a machine learning (ML) validation tool to increase the model's accuracy and performance.

Which of the following is the GREATEST risk associated with using AI in audit planning?

• A.Scope creep
• B.Incomplete data
• C.Increased planning costs
• D.Limited knowledge

From a data appropriateness and bias perspective, which of the following should be of GREATEST concern when reviewing an AI model used in a credit scoring system?

• A.The model incorporates the applicant's loan history to assess spending habits.
• B.The model uses postal codes as a primary factor in determining creditworthiness.
• C.The model considers the applicant's income level as a key factor in the credit decision.
• D.The model utilizes historical credit data to predict future credit behavior.

Which of the following controls MOST effectively helps to ensure an AI model is resilient against external threats?

• A.AI data set anonymization
• B.AI model configuration testing
• C.Monitoring of AI access logs
• D.Monitoring of AI model developers