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IAPP AIGP Exam Overview:
| Certification Vendor: | IAPP (International Association of Privacy Professionals) |
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| Exam Name: | IAPP Certified Artificial Intelligence Governance Professional Exam |
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| Exam Number: | AIGP |
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| Real Exam Qty: | 100 |
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| Exam Price: | USD 649 (members) / USD 799 (non-members) |
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| Available Languages: | English |
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| Passing Score: | 300 (scaled score out of 500) |
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| Certificate Validity Period: | 2 years |
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| Related Certifications: | CIPP CIPT CIPM |
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| Exam Duration: | 165 (including 15-minute optional break) |
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| Exam Format: | Scenario-based, Multiple-choice |
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| Recommended Training: | IAPP Training & Resources Official AIGP Body of Knowledge & Study Guide |
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| Exam Registration: | Pearson VUE Scheduling IAPP Official Registration |
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| Sample Questions: | IAPP AIGP Sample Questions |
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| Exam Way: | Online remote proctored or in-person at Pearson VUE test centers |
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| Pre Condition: | No formal prerequisites; open to all professionals |
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| Official Syllabus URL: | https://iapp.org/certify/aigp |
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| Topic | Details |
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| Topic 1 | - Understanding the Foundations of AI Governance: This section of the exam measures skills of AI governance professionals and covers the core concepts of AI governance, including what AI is, why governance is needed, and the risks and unique characteristics associated with AI. It also addresses the establishment and communication of organizational expectations for AI governance, such as defining roles, fostering cross-functional collaboration, and delivering training on AI strategies. Additionally, it focuses on developing policies and procedures that ensure oversight and accountability throughout the AI lifecycle, including managing third-party risks and updating privacy and security practices.
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| Topic 2 | - Understanding How to Govern AI Deployment and Use: This section of the exam measures skills of technology deployment leads and covers the responsibilities associated with selecting, deploying, and using AI models in a responsible manner. It includes evaluating key factors and risks before deployment, understanding different model types and deployment options, and ensuring ongoing monitoring and maintenance. The domain applies to both proprietary and third-party AI models, emphasizing the importance of transparency, ethical considerations, and continuous oversight throughout the modelโs operational life.
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| Topic 3 | - Understanding How Laws, Standards, and Frameworks Apply to AI: This section of the exam measures skills of compliance officers and covers the application of existing and emerging legal requirements to AI systems. It explores how data privacy laws, intellectual property, non-discrimination, consumer protection, and product liability laws impact AI. The domain also examines the main elements of the EU AI Act, such as risk classification and requirements for different AI risk levels, as well as enforcement mechanisms. Furthermore, it addresses the key industry standards and frameworks, including OECD principles, NIST AI Risk Management Framework, and ISO AI standards, guiding organizations in trustworthy and compliant AI implementation.
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| Topic 4 | - Understanding How to Govern AI Development: This section of the exam measures the skills of AI project managers and covers the governance responsibilities involved in designing, building, training, testing, and maintaining AI models. It emphasizes defining the business context, performing impact assessments, applying relevant laws and best practices, and managing risks during model development. The domain also includes establishing data governance for training and testing, ensuring data quality and provenance, and documenting processes for compliance. Additionally, it focuses on preparing models for release, continuous monitoring, maintenance, incident management, and transparent disclosures to stakeholders.
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IAPP Certified Artificial Intelligence Governance Professional Sample Questions (Q147-Q152):
NEW QUESTION # 147
CASE STUDY
Please use the following to answer the next question:
A leading insurance provider that offers a range of coverage options to individuals has decided to utilize AI to streamline and improve its customer acquisition and underwriting process, including the accuracy and efficiency of pricing policies. The company has engaged a cloud provider to utilize and fine-tune its pre-trained, general purpose large language model ("LLM").
The company intends to use its historical customer data - including applications, policies and claims - and proprietary pricing and risk strategies to provide an initial qualification assessment of potential customers, which would then be routed to a human underwriter for final review.
The company and the cloud provider have completed training and testing the LLM, performed a readiness assessment, and made the decision to deploy the LLM into production. They have designated an internal compliance team to monitor the model during the first month, specifically to evaluate the accuracy, fairness and reliability of its output.
After the first month in production, the company realizes that the LLM declines a higher percentage of women's applications.
The best approach to enable a customer who wants information on the AI model's parameters for underwriting purposes is to provide:
- A. The adverse action notice.
- B. The AI model card.
- C. A detailed terms of service.
- D. A detailed privacy policy.
Answer: B
Explanation:
An AI model card is the appropriate mechanism for providing transparent, structured information about the model's purpose, parameters, data use, evaluation results, and limitations. It gives customers meaningful insight into how the AI contributes to underwriting decisions without exposing proprietary details.
NEW QUESTION # 148
All of the following are unique characteristics of AI that require a comprehensive approach to governance EXCEPT: (Choose three.)
- A. Speed and scale.
- B. Superintelligence.
- C. Autonomy.
- D. Automation.
- E. Adaptability.
Answer: A,B,D
Explanation:
The commonly recognized unique characteristics of AI that drive the need for comprehensive governance are autonomy and adaptability.
Automation, speed and scale, and superintelligence are not considered core unique characteristics for governance purposes in standard AI governance frameworks, making them the correct exceptions.
NEW QUESTION # 149
Why is it important that conformity requirements are satisfied before an AI system is released into production?
- A. To ensure the visual design is fit-for-purpose.
- B. To guarantee interoperability of the AI system across multiple platforms and environments.
- C. To ensure the AI system is easy for end-users to operate.
- D. To comply with legal and regulatory standards, ensuring the AI system is safe and trustworthy.
Answer: D
Explanation:
Meeting conformity requirements before deployment ensures the AI system complies with legal and regulatory standards, making it safe and trustworthy for users.
NEW QUESTION # 150
CASE STUDY
A company is considering the procurement of an AI system designed to enhance the security of IT infrastructure. The AI system analyzes how users type on their laptops, including typing speed, rhythm and pressure, to create a unique user profile. This data is then used to authenticate users and ensure that only authorized personnel can access sensitive resources.
The data processed by the AI system would be classified as:
- A. Organizational data, since it is part of the authentication process
- B. Non-sensitive personal data, since it does not reveal information about health, gender or race
- C. Non-personal data, as long as it is not linked to a user ID
- D. Special category data, if it can be used to uniquely identify a person
Answer: D
Explanation:
The correct answer is D. Keystroke dynamics, used to identify individuals, fall under biometric data, which is a special category of personal data under the GDPR and other frameworks.
From the AI Governance in Practice Report 2024:
"Keystroke dynamics may constitute biometric data if used to uniquely identify an individual... Biometric data is classified as special category personal data and requires higher protection standards." Also reflected in ILT Participant Guide:
"Biometric data, such as facial images, voiceprints, iris scans or keystroke patterns, are treated as special category data when they are used for the purpose of uniquely identifying individuals."
NEW QUESTION # 151
All of the following are required for high-risk AI systems under the EU AI Act EXCEPT?
- A. Conducting a conformity assessment.
- B. Retaining system-generated logs for at least six months.
- C. Publishing a detailed report on the training data used.
- D. Conducting post-market monitoring.
Answer: C
Explanation:
The EU AI Act imposes severalmandatory obligationson high-risk AI systems, butpublishing a detailed report on training dataisnotone of them.
From theAI Governance in Practice Report2025:
"It mandates drawing up technical documentation for high-risk AI systems, and requires high-risk AI systems to come with instructions for use that disclose various information, including characteristics, capabilities and performance limitations." (p. 34)
"To make high-risk AI systems more traceable, it also requires AI systems to be able to automatically allow for the maintenance of logs throughout the AI life cycle."
"Conducting post-market monitoring" and "conformity assessments" areexplicitrequirements for high-risk systems. (p. 34-35) However,publishingdetailed training data is typicallyrequired only for general-purpose AI systems with systemic risk, not standard high-risk AI systems.
* A. Log retention,B. Post-market monitoring, andC. Conformity assessmentsareall requiredunder the EU AI Act for high-risk systems.
NEW QUESTION # 152
......
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