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IAPP AIGP Exam Overview:
| Certification Vendor: | IAPP |
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| Exam Name: | IAPP Certified Artificial Intelligence Governance Professional |
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| Exam Number: | AIGP |
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| Passing Score: | 300 |
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| Exam Price: | USD 550 |
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| Available Languages: | English |
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| Certificate Validity Period: | 2 Years |
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| Real Exam Qty: | 100 |
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| Related Certifications: | CIPP/US CIPP/E CIPP/A CIPM CIPT |
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| Exam Duration: | 150 minutes |
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| Exam Format: | Multiple-choice |
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| Sample Questions: | IAPP AIGP Sample Questions |
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| Exam Way: | Online (OnVUE) or Test Center (Pearson VUE) |
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| Pre Condition: | No specific prerequisites. Recommended background in privacy, compliance, legal, or technology. |
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| Official Syllabus URL: | https://iapp.org/certify/aigp/ |
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Quiz 2026 Latest IAPP AIGP: Practice IAPP Certified Artificial Intelligence Governance Professional Engine
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| Topic | Details |
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| Topic 1 | - 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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| Topic 2 | - 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 3 | - 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 model’s operational life.
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| Topic 4 | - 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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IAPP Certified Artificial Intelligence Governance Professional Sample Questions (Q133-Q138):
NEW QUESTION # 133
What is the primary purpose of conducting ethical red-teaming on an Al system?
- A. To simulate model risk scenarios.
- B. To ensure compliance with applicable law.
- C. To identify security vulnerabilities.
- D. To improve the model's accuracy.
Answer: A
Explanation:
The primary purpose of conducting ethical red-teaming on an AI system is to simulate model risk scenarios.
Ethical red-teaming involves rigorously testing the AI system to identify potential weaknesses, biases, and vulnerabilities by simulating real-world attack or failure scenarios. This helps in proactively addressing issues that could compromise the system's reliability, fairness, and security. Reference: AIGP Body of Knowledge on AI Risk Management and Ethical AI Practices.
NEW QUESTION # 134
Which of the following are subjects covered by a typical impact assessment?
- A. Fundamental rights, data protection and safety.
- B. Third-party risk, model risk and legal risk.
- C. Datasets, behavior and tooling.
- D. Toxicity, accuracy and development.
Answer: A
NEW QUESTION # 135
All of the following are reasons to deploy a challenger AI model in addition to a champion AI model EXCEPT to:
- A. Automate real-time monitoring of the champion model.
- B. Perform testing on the champion model.
- C. Retrain the champion model.
- D. Provide a framework to consider alternatives to the champion model.
Answer: C
Explanation:
Retraining the champion model is a maintenance activity, not a reason to deploy a challenger model; challenger models provide alternative options for comparison and testing.
NEW QUESTION # 136
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. Non-sensitive personal data, since it does not reveal information about health, gender or race
- B. Organizational data, since it is part of the authentication process
- C. Special category data, if it can be used to uniquely identify a person
- D. Non-personal data, as long as it is not linked to a user ID
Answer: C
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 # 137
The most important factor in ensuring fairness when training an AI system is:
- A. The data labeling and classification.
- B. The data attributes and variability.
- C. The model accuracy and scale.
- D. The architecture and model selection.
Answer: B
Explanation:
Ensuring fairness largely depends on the attributes and variability of the training data, as diverse and representative data reduces bias and promotes equitable outcomes.
NEW QUESTION # 138
......
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