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ISACA AAIR Exam Syllabus Topics:

Section	Objectives
Topic 1: AI Lifecycle Controls	- Controls across AI development lifecycle 1. Model validation and testing 2. Data quality and preparation controls
Topic 2: Regulatory and Compliance Requirements	- Global AI regulatory landscape 1. Industry standards for AI risk management 2. Data protection and privacy regulations
Topic 3: Ethics, Privacy, and Responsible AI	- Ethical AI principles and compliance 1. Transparency and explainability 2. Bias and fairness mitigation
Topic 4: AI Risk Management	- Risk identification and assessment for AI systems 1. Model risk identification 2. Operational risk in AI deployment
Topic 5: AI Governance and Strategy	- AI governance frameworks and organizational oversight 1. Policy development for AI systems 2. Roles and responsibilities in AI governance

ISACA Advanced in AI Risk Sample Questions:

Question #1

Which of the following is the MOST important consideration to reduce risk during the development of a large language model (LLM)?

A. Ensuring security is assessed throughout the development life cycle
B. Implementing fully autonomous decision-making functionality
C. Using both qualitative and quantitative threat analysis
D. Providing staff training on ethical and secure development of LLMs

Reveal Solution Discussion 0

Correct Answer: A 🗳️