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IAPP AIGP Exam Syllabus Topics:

Section	Objectives
AI Risk Management	- Operationalizing Risk Management 1. Risk mitigation strategies 2. Risk identification and assessment - Risk Frameworks and Standards 1. ISO 31000 Risk Management 2. NIST AI Risk Management Framework (RMF)
AI Governance Management	- Life Cycle Management 1. Incident Management 2. Auditing and Monitoring 3. Third-party management - Emerging Issues 1. Ethical AI 2. Generative AI 3. Future Trends
Foundations of AI Governance	- AI Governance Fundamentals 1. Key AI Terminology and Concepts 2. Understanding the AI Development Life Cycle 3. Defining AI and its different approaches - Impacts of AI 1. Risks of AI 2. Benefits of AI
AI Governance Implementation	- Data Governance for AI 1. Data Privacy and Protection 2. Data Quality and Integrity - Organizational Governance 1. Policies and Procedures 2. Governance Structures 3. Roles and Responsibilities (RACI)
AI Laws, Regulations, and Standards	- Global AI Frameworks 1. OECD AI Principles 2. UNESCO AI Ethics 3. ISO/IEC Standards - Regional and National Regulations 1. EU AI Act 2. US State and Federal Regulations 3. National AI Strategies

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IAPP Certified Artificial Intelligence Governance Professional Sample Questions (Q202-Q207):

NEW QUESTION # 202
MULTI-SELECT
Please select 3 of the 5 options below. No partial credit will be given.
What are the roles and responsibilities of deployers of a proprietary model?

A. Regulatory compliance.
B. System documentation.
C. Ethical testing.
D. Technical performance.
E. Ethical design.

Answer: A,C,D

Explanation:
Deployers of proprietary models arenot responsible for design, but they are accountable for how the system performsin their context of use, including ensuring ethical behavior, performance, and legal compliance.
From theAI Governance in Practice Report 2025:
"Deployers of AI systems must take reasonable steps to ensure that systems are used ethically, perform safely, and align with applicable laws and standards." (p. 11-12)
"Operational governance... includes performance monitoring protocols, incident management plans, and regulatory oversight." (p. 12) Thus:
✅A. Ethical testing- Required to mitigate misuse and unintended harms.
❌B. Ethical design- Belongs todevelopers/providers, not deployers.
✅C. Technical performance- Deployers must ensure that AI performs as expected.
❌D. System documentation- This is theprovider'sobligation.
✅E. Regulatory compliance- Deployers must ensure system use complies with applicable laws.

NEW QUESTION # 203
What is the key feature of Graphical Processing Units (GPUs) that makes them well-suited to running AI applications?

A. GPUs can access memory quickly, resulting in lower latency than CPUs.
B. The number of transistors on GPUs doubles every two years, making the chips smaller and lighter.
C. GPUs run many tasks concurrently, resulting in faster processing.
D. GPUs can run every task on a computer, making them more robust than CPUs.

Answer: C

Explanation:
GPUs excel at parallel processing, enabling them to run many tasks concurrently, which speeds up AI computations significantly compared to CPUs.

NEW QUESTION # 204
According to November 2023 White House Executive Order, which of the following best describes the guidance given to governmental agencies on the use of generative AI as a workplace tool?

A. Limit access to specific uses of generative AI.
B. Limit access of generative AI to engineers and developers.
C. Impose a general ban on the use of generative AI.
D. Impose a ban on the use of generative AI in agencies that protect national security.

Answer: A

Explanation:
Under the November 2023 Executive Order on Safe, Secure, and Trustworthy Development and Use of Artificial Intelligence, the Office of Management and Budget (OMB) is tasked with developing guidance for federal agencies on the responsible use of generative AI in the workplace. This guidance emphasizes the need for agencies to provide access to generative AI tools with appropriate safeguards, rather than imposing blanket restrictions or bans. The goal is to ensure that AI tools are used in a manner that protects Americans' rights and safety while promoting innovation and efficiency in government operations.

NEW QUESTION # 205
Which of the following are not considered biometric data under U.S. privacy laws?

A. Iris scans
B. GPS location of a user's fitness watch
C. Walking gait
D. Keystroke dynamics

Answer: B

Explanation:
The correct answer is D. GPS location data is not biometric data-it is considered geolocation data, which is personal data but not biometric under most U.S. laws.
From the AIGP ILT Guide (Data Privacy Module):
"Biometric data includes measurable biological or behavioral characteristics such as iris scans, facial recognition, voice prints, and keystroke patterns when used for identification." AI Governance in Practice Report 2024 (Privacy and Data Protection section):
"Location data, while sensitive, is not considered biometric unless it's tied to a uniquely identifying biological trait." Thus, GPS location data, while potentially sensitive, is not classified as biometric.

NEW QUESTION # 206
Which of the following most encourages accountability over Al systems?

A. Understanding Al legal and regulatory requirements.
B. Performing due diligence on third-party Al training and testing data.
C. Defining the roles and responsibilities of Al stakeholders.
D. Determining the business objective and success criteria for the Al project.

Answer: C

Explanation:
Defining the roles and responsibilities of AI stakeholders is crucial for encouraging accountability over AI systems. Clear delineation of who is responsible for different aspects of the AI lifecycle ensures that there is a person or team accountable for monitoring, maintaining, and addressing issues that arise. This accountability framework helps in ensuring that ethical standards and regulatory requirements are met, and it facilitates transparency and traceability in AI operations. By assigning specific roles, organizations can better manage and mitigate risks associated with AI deployment and use.

NEW QUESTION # 207
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