AAIA 試験問題を無料オンラインアクセス

A newly deployed fraud detection model is misclassifying transactions due to inconsistent formatting in the data stream. What is the BEST recommendation?

• A.Enable real-time monitoring of transaction volumes
• B.Train staff on fraud patterns and alert handling
• C.Increase model complexity to handle more input types
• D.Define and document the technical specifications for incoming data

An organization is adopting AI for its procurement and inventory teams, raising concern from stakeholders that they will lose their jobs due to AI. Which of the following is the BEST way for the IS auditor to assess whether the potential negative impacts were minimized?

• A.Review the current state assessment of how AI may impact the organization.
• B.Review the AI roadmap for short-term and long-term milestones.
• C.Review human-centered design practices to determine how they were considered.
• D.Review how the project management team collected feedback in engagement activities.

Which of the following is the BEST evidence that an organization performs ongoing bias monitoring (versus only a one-time pre-deployment assessment)?

• A.A single fairness report from the initial model validation
• B.A signed ethics policy
• C.Recurring, scheduled fairness metric reporting integrated into the production monitoring dashboard
• D.An initial data quality assessment

An IS auditor is evaluating a cybersecurity system that uses agentic AI for autonomous threat detection and incident response. Which of the following is MOST important for the auditor to consider?

• A.The agent processes data autonomously, reducing the need for analyst intervention.
• B.The agent can take automated actions that may disrupt business operations.
• C.The agent's audit logs are lengthier than traditional logs.
• D.The agent operates across systems, which might require network expansion.

Which of the following is MOST important to perform when testing an AI model for security?

• A.Vulnerability assessments
• B.Data validation
• C.Model retraining
• D.Regression testing