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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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| Available Languages: | English |
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| Related Certifications: | CIPM CIPP CIPT |
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| Certificate Validity Period: | 2 years |
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| Exam Duration: | 165 (including 15-minute optional break) |
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| Exam Price: | USD 649 (members) / USD 799 (non-members) |
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| Passing Score: | 300 (scaled score out of 500) |
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| Real Exam Qty: | 100 |
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| Exam Format: | Multiple-choice, Scenario-based |
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| Recommended Training: | Official AIGP Body of Knowledge & Study Guide IAPP Training & Resources |
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| Exam Registration: | IAPP Official Registration Pearson VUE Scheduling |
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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 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 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 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 modelโs 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 (Q93-Q98):
NEW QUESTION # 93
You are an engineer that developed an Al-based ad recommendation tool.
Which of the following should be monitored to evaluate the tool's effectiveness?
- A. Algorithmic patterns, to show the model has a high degree of accuracy.
- B. Input data, to ensure the ads are reaching the target audience.
- C. Output data, assess the delta between the prediction and actual ad clicks.
- D. GPU performance, to evaluate the tool's robustness.
Answer: C
Explanation:
To evaluate the effectiveness of an AI-based ad recommendation tool, the most relevant metric is the output data, specifically assessing the delta between the prediction and actual ad clicks. This metric directly measures the tool's accuracy and effectiveness in making accurate recommendations that lead to user engagement. While monitoring algorithmic patterns and input data can provide insights into the model's behavior and targeting accuracy, and GPU performance can indicate the robustness and efficiency of the tool, the primary indicator of effectiveness for an ad recommendation tool is how well it predicts actual ad clicks.
Reference: AIGP BODY OF KNOWLEDGE, sections on AI performance metrics and evaluation methods.
NEW QUESTION # 94
All of the following are unique characteristics of AI that require a comprehensive approach to governance EXCEPT: (Choose three.)
- A. Speed and scale.
- B. Autonomy.
- C. Automation.
- D. Superintelligence.
- E. Adaptability.
Answer: A,C,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 # 95
Sam Simon is charged with implementing an AI governance program at his company, Spenger Inc. The company has implemented some AI systems already but has not really considered the risks involved and wants to ensure it has solid procedures and policies in place.
Sam researches how to build an AI governance program, including talking with some of the company's other risk management professionals and the legal department to determine the best way to begin. Sam knows an algorithmic impact assessment is necessary to manage AI risks and adopt responsible, ethical AI practices, but he is not sure where to begin.
Which of the following options will help ensure the assessment is both appropriate and effective.
What should Sam do first?
- A. Make sure the organization has secured the proper funding for the AI system.
- B. Notify employees who will use the system about any necessary risk mitigation.
- C. Leverage an existing impact assessment and tailor it to cover any gaps for AI.
- D. Confirm whether the AI system has been approved by the appropriate regulators.
Answer: C
NEW QUESTION # 96
Training an AI model is time-consuming because of: (Choose three.)
- A. The volume of training data.
- B. The maturity of AI governance.
- C. The quality of the training data.
- D. The complexity of the AI model.
- E. The number of stakeholders.
Answer: A,C,D
Explanation:
Training time is affected by the model's complexity, the volume of training data, and the quality of that data, all of which impact computational requirements and training effectiveness.
NEW QUESTION # 97
A company plans on procuring a tool from an AI provider for its employees to use for certain business purposes. Which contractual provision would best protect the company's intellectual property in the tool, including training and testing data?
- A. The provider will defend and indemnify the company against infringement claims.
- B. The provider will give privacy notice to individuals before using their personal data to train or test the tool.
- C. The provider will obtain and maintain insurance to cover potential claims.
- D. The provider will warrant that the tool will work as intended.
Answer: A
Explanation:
Indemnification provisions protect the company against intellectual property infringement claims arising from the provider's tool, including data used in training and testing.
NEW QUESTION # 98
......
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