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The IAPP Certified Artificial Intelligence Governance Professional (AIGP) practice questions (desktop and web-based) are customizable, meaning users can set the questions and time according to their needs to improve their discipline and feel the real-based exam scenario to pass the IAPP AIGP Certification. Customizable mock tests comprehensively and accurately represent the actual IAPP AIGP certification exam scenario.
IAPP AIGP Exam Overview:
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| Topic | Details |
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| Topic 1 | - 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 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 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 (Q47-Q52):
NEW QUESTION # 47
Which risk management framework/guide/standard focuses on value-based engineering methodology?
- A. Council of Europe Human Rights, Democracy, and the Rule of Law Assurance Framework (HUDERIA) for AI Systems.
- B. IEEE 7000-2021 Standard Model Process for Addressing Ethical Concerns during System Design.
- C. ISO 31000 Guidelines (Risk Management).
- D. ISO/IEC Guide 51 (Safety).
Answer: B
Explanation:
IEEE 7000-2021 focuses on value-based engineering by integrating ethical concerns into system design processes.
NEW QUESTION # 48
CASE STUDY
Please use the following answer the next question:
A mid-size US healthcare network has decided to develop an Al solution to detect a type of cancer that is most likely arise in adults. Specifically, the healthcare network intends to create a recognition algorithm that will perform an initial review of all imaging and then route records a radiologist for secondary review pursuant agreed-upon criteria (e.g., a confidence score below a threshold).
To date, the healthcare network has taken the following steps: defined its Al ethical principles: conducted discovery to identify the intended uses and success criteria for the system: established an Al governance committee; assembled a broad, crossfunctional team with clear roles and responsibilities; and created policies and procedures to document standards, workflows, timelines and risk thresholds during the project.
The healthcare network intends to retain a cloud provider to host the solution and a consulting firm to help develop the algorithm using the healthcare network's existing data and de-identified data that is licensed from a large US clinical research partner.
In the design phase, which of the following steps is most important in gathering the data from the clinical research partner?
- A. Segregate the data sets.
- B. Perform a privacy impact assessment.
- C. Combine only anonymized data.
- D. Review the terms of use.
Answer: D
Explanation:
Reviewing the terms of use is essential when gathering data from a clinical research partner. This step ensures that the healthcare network complies with all legal and contractual obligations related to data usage. It addresses data ownership, usage limitations, consent requirements, and privacy obligations, which are critical to maintaining ethical standards and avoiding legal repercussions. This review helps ensure that the data is used in a manner consistent with the agreements made and the regulatory environment, which is fundamental for lawful and ethical AI development. Reference: AIGP Body of Knowledge on Legal and Regulatory Considerations.
NEW QUESTION # 49
Which of the following would be the least likely step for an organization to take when designing an integrated compliance strategy for responsible AI?
- A. Launching a survey to understand the concerns and interests of potentially impacted stakeholders.
- B. Consulting experts to consider the ethical principles underpinning the use of AI within the organization.
- C. Employing a new software platform to modernize existing compliance processes across the organization.
- D. Meeting with and obtaining approval from senior management.
Answer: C
Explanation:
Modernizing compliance software is not a core or necessary activity when designing an integrated responsible AI compliance strategy. It may support operations later, but it is not a typical or essential early step compared to governance approval, stakeholder input, and ethical consultation.
NEW QUESTION # 50
A company is working to develop a self-driving car that can independently decide the appropriate route to take the driver after the driver provides an address.
If they want to make this self-driving car "strong" Al, as opposed to "weak," the engineers would also need to ensure?
- A. That the Al can differentiate among ethnic backgrounds of pedestrians.
- B. That the Al has strong cybersecurity to prevent malicious actors from taking control of the car.
- C. That they have obtained appropriate intellectual property (IP) licenses to use data for training the Al.
- D. That the Al has full human cognitive abilities that can independently decide where to take the driver.
Answer: D
Explanation:
Strong AI, also known as artificial general intelligence (AGI), refers to AI that possesses the ability to understand, learn, and apply intelligence across a broad range of tasks, similar to human cognitive abilities. For the self-driving car to be classified as "strong" AI, it would need to possess full human cognitive abilities to make independent decisions beyond pre-programmed instructions. Reference: AIGP BODY OF KNOWLEDGE and AI classifications.
NEW QUESTION # 51
All of the following are required for high-risk AI systems under the EU AI Act EXCEPT:
- A. Publishing a detailed report on the training data used.
- B. Conducting post-market monitoring.
- C. Conducting a conformity assessment.
- D. Retaining system-generated logs for at least six months.
Answer: A
NEW QUESTION # 52
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