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| Certification Vendor: | ISACA |
|---|---|
| Exam Name: | ISACA Advanced in AI Audit |
| Exam Number: | AAIA |
| Available Languages: | English |
| Real Exam Qty: | 90 |
| Related Certifications: | CIA CPA FCCA ACCA CISA |
| Exam Duration: | 120 minutes |
| Exam Format: | Multiple Choice, Remotely Proctored, Computer-Based |
| Passing Score: | 65% |
| Sample Questions: | ISACA AAIA Sample Questions |
| Exam Way: | Online remotely proctored computer-based exam |
| Pre Condition: | Candidates must hold an active CISA certification or another qualified audit-related designation such as CIA, CPA, ACCA, FCCA, Canadian CPA, Australian CPA/FCPA, or Japanese CPA. |
| Official Syllabus URL: | https://www.isaca.org/credentialing/aaia |
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NEW QUESTION # 274
Which of the following should be an IS auditor's GREATEST concern when using a predictive AI tool to analyze data abnormalities?
Answer: C
Explanation:
For a predictive AI tool analyzing abnormalities, the GREATEST concern is the rate and impact of false positives and false negatives (A). False positives can lead to unnecessary investigation, while false negatives mean true issues (e.g., fraud, control failures) remain undetected. From an assurance perspective, false negatives are especially critical because they directly undermine audit objectives. AAIA underscores that key performance metrics (e.g., precision, recall) and error trade-offs are essential in evaluating AI tools used in audit.
NEW QUESTION # 275
Which of the following is the PRIMARY benefit of implementing a robust data governance framework specific to AI solutions in an organization?
Answer: B
Explanation:
According to the AAIATM Study Guide, a robust data governance framework ensures that AI systems are compliant with data protection laws, ethical standards, and internal policies. It provides controls over data quality, access, retention, and processing, all of which are essential to avoid breaches and maintain trust.
"A strong data governance structure is foundational for regulatory compliance and ethical AI practices. It ensures that data privacy, integrity, and usage rights are maintained across the AI lifecycle."
NEW QUESTION # 276
Which of the following is the MOST important reason to perform regular ethical reviews of AI systems?
Answer: B
Explanation:
The AAIA™ Study Guide reinforces that regular ethical reviews are essential to uphold human rights, prevent discriminatory outcomes, and ensure systems function within the boundaries of fairness and legality. While aligning with values (B) and preventing drift (D) are secondary benefits, the primary ethical imperative is the protection of individuals' rights and freedoms.
"Ethical reviews ensure AI systems do not violate rights related to privacy, fairness, access, and due process.
This is foundational in building public trust and avoiding legal liabilities." Option C is the clearest expression of this responsibility. Performance and alignment with values are important but secondary to ensuring human-centric safeguards.
Reference: ISACA Advanced in AI Audit™ (AAIA™) Study Guide, Section: "Ethical and Legal Considerations in AI," Subsection: "Ongoing Ethical Oversight"
NEW QUESTION # 277
In order to streamline operations, a bank has deployed an AI application to automatically detect and prevent further fraud on accounts. However, customers have voiced concerns that their usual transactions are being rejected. Which of the following is the MOST likely cause of the false positives?
Answer: D
NEW QUESTION # 278
Which of the following is the BEST evidence that an organization performs ongoing bias monitoring (versus only a one-time pre-deployment assessment)?
Answer: B
Explanation:
Bias can emerge or worsen over time as data and usage patterns shift; only continuous, scheduled monitoring -- not a one-time check -- provides assurance that fairness is maintained post-deployment.
NEW QUESTION # 279
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