The 3 different IAPP AIGP exam preparation formats are listed below

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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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| Related Certifications: | CIPM CIPT CIPP/A CIPP/US CIPP/E |
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| Exam Format: | Multiple-choice |
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| Exam Duration: | 150 minutes |
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| Certificate Validity Period: | 2 Years |
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| Real Exam Qty: | 100 |
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| Exam Price: | USD 550 |
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| Available Languages: | English |
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| Passing Score: | 300 |
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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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| 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 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 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 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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IAPP Certified Artificial Intelligence Governance Professional Sample Questions (Q147-Q152):
NEW QUESTION # 147
Which of the following compliance related controls within an organization is most easily adapted to identify AI risks?
- A. Transfer risk assessments.
- B. Penetration testing.
- C. Privacy impact assessments.
- D. Privacy training.
Answer: C
Explanation:
Privacy impact assessments are already structured to identify risks related to data use, impacts on individuals, and mitigation strategies, making them the easiest existing control to adapt for evaluating AI-related risks.
NEW QUESTION # 148
What is the primary purpose of conducting ethical red-teaming on an AI system?
- A. To identify security vulnerabilities.
- B. To improve the model's accuracy.
- C. To ensure compliance with applicable law.
- D. To simulate model risk scenarios.
Answer: D
Explanation:
Ethical red-teaming involves simulating adversarial scenarios to uncover risks and vulnerabilities in AI systems before deployment.
NEW QUESTION # 149
The most important factor in ensuring fairness when training an AI system is:
- A. The data labeling and classification.
- B. The model accuracy and scale.
- C. The architecture and model selection.
- D. The data attributes and variability.
Answer: D
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 # 150
A company deploys an AI model for fraud detection in online transactions. During its operation, the model begins to exhibit high rates of false positives, flagging legitimate transactions as fraudulent.
Which is the best step the company should take to address this development?
- A. Conduct training for customer service teams to handle flagged transactions.
- B. Dedicate more resources to monitor the model.
- C. Deactivate the model until an assessment is made.
- D. Maintain records of all false positives.
Answer: C
Explanation:
When an AI system causessignificant false positives, especially in sensitive contexts likefraud detection, the priority is tohalt harmful activityand perform a full assessment. Continued use without understanding the fault may cause furthercustomer harmand legal exposure.
From theAI Governance in Practice Report 2024:
"Incident management plans should enable identification, escalation, and system rollback to prevent continued harm from malfunctioning AI systems." (p. 12, 35)
NEW QUESTION # 151
All of the following are reasons to deploy a challenger Al model in addition a champion Al model EXCEPT to?
- A. Automate real-time monitoring of the champion model.
- B. Retrain the champion model.
- C. Provide a framework to consider alternatives to the champion model.
- D. Perform testing on the champion model.
Answer: B
Explanation:
Deploying a challenger AI model alongside a champion model is a strategy used to compare the performance of different models in a real-world environment. This approach helps in providing a framework to consider alternatives to the champion model, automating real-time monitoring of the champion model, and performing testing on the champion model. However, retraining the champion model is not a reason to deploy a challenger model. Retraining is a separate process that involves updating the champion model with new data or techniques, which is not related to the use of a challenger model.
Reference: AIGP BODY OF KNOWLEDGE, sections on model evaluation and management.
NEW QUESTION # 152
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