AAIA Practice #9: Decommissioning Gaps, Bias Profiles & Regulatory Traps

ISACA Advanced in AI Audit practice exam walkthrough. Theme: Regulatory Traps, Bias Profiles & AI Lifecycle Gaps In this session we walk through 10 questions with answer reveals and explanations for ISACA AAIA certification candidates (IT auditors moving into AI audit). Topics in this batch: AI decommissioning, IEEE 7003 bias profiles, feature store architecture, deployment bias feedback loops, ISO 38507 board governance, CCPA CPRA ADMT risk assessment, GDPR Article 22 automated decisions, AI testing hierarchy, prompt injection defenses, SOC 2 trust services criteria. Keywords: ISACA AAIA, Advanced in AI Audit, AAIA exam prep, AI audit framework, AI governance, AI risk management, AI control objectives, AI ethics, AI compliance, AI assurance, AI data governance, AI model lifecycle, AI regulatory landscape, AAIA certification. Chapters: 0:00 Question 1 1:46 What this session covers 2:08 Question 2 3:45 Question 3 5:08 Question 4 7:13 Question 5 9:15 Question 6 11:06 Question 7 + extra explanation 14:01 Question 8 15:50 Question 9 + extra explanation 18:45 Question 10 + extra explanation 21:53 Takeaways 22:19 Wrap-up Use this as an active practice session: pause during each countdown, choose your answer, then compare your reasoning with the explanation. If you need more practice questions, visit https://certcompanion.com/exams #ISACA #AAIA #AIAudit