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ISACA AAIR Exam Syllabus Topics:

ISACA Advanced in AI Risk Sample Questions:

1. Which of the following is the BEST way to integrate AI risk management into operational procedures?

A) Engage regular third-party audits of AI process and workflow documentation.
B) Introduce AI risk assessment stages throughout the development and deployment process.
C) Require AI risk committee approval for changes involving automation of manual tasks.
D) Require organization-wide training on AI legal and regulatory requirements.

2. Which of the following poses the GREATEST challenge when performing root cause analysis for incidents involving AI systems and data?

A) Unclear system objectives
B) Privacy compliance
C) Automation bias
D) Lack of transparency

3. A risk practitioner is assessing risk in a newly implemented AI system integrated into an organization's business processes. Which of the following is the MOST important consideration for the risk practitioner?

A) AI expertise within the organization's risk management function
B) Criticality and impact of decision-making driven by the AI system
C) Level of existing business process automation prior to AI adoption
D) Escalation and approval protocols for AI mitigation measures

4. To reinforce organization-wide ethical norms and risk recognition, which of the following is MOST important to integrate into AI user training?

A) Acceptable use policy and acknowledgment
B) Cyber threat identification and AI incident handling
C) External regulations and compliance checklists
D) Ethical risk indicators and reporting

5. An organization has developed an AI code of conduct outlining ethical use, data privacy, and transparency principles. Which of the following is the BEST approach to integrate the code of conduct into workforce training?

A) Incorporate the code of conduct into onboarding modules for new personnel.
B) Provide role-tailored education supplemented by scheduled refreshers.
C) Engage external providers to deliver learning content with periodic updates.
D) Focus the training curriculum on compliance with AI-specific laws and regulations.

Solutions: