Isaca ISACA Advanced in AI Audit (AAIA) AAIA Question # 12 Topic 2 Discussion
AAIA Exam Topic 2 Question 12 Discussion:
Question #: 12
Topic #: 2
An IS auditor relies on generative AI to document audit narratives from walkthrough meetings. The final version includes generic language and misses key exceptions. What safeguard could improve the reliability of AI-generated documents?
A.
Increasing the model ' s temperature setting
B.
Utilizing and monitoring audit trail logs
C.
Using unsupervised learning for synthetic document generation
D.
Guiding AI through prompt engineering and contextual anchoring
When generative AI produces generic or " vague " summaries, it is often because it lacks the specific context of the meeting. " Prompt engineering and contextual anchoring " involve providing the AI with clear instructions (e.g., " focus on control exceptions " ) and anchoring the request in specific data (e.g., " refer only to the attached meeting transcript " ). According to ISACA, this technique directs the model ' s attention and reduces the likelihood of hallucinations or omissions. Increasing " temperature " (Option A) would actually make the model more random and less reliable. Anchoring ensures the AI stays grounded in the actual facts of the audit walkthrough.
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