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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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| Passing Score: | 300 (scaled score out of 500) |
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| Certificate Validity Period: | 2 years |
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| Real Exam Qty: | 100 |
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| Related Certifications: | CIPP CIPM CIPT |
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| Exam Duration: | 165 (including 15-minute optional break) |
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| Available Languages: | English |
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| Exam Format: | Multiple-choice, Scenario-based |
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| Exam Price: | USD 649 (members) / USD 799 (non-members) |
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| Recommended Training: | Official AIGP Body of Knowledge & Study Guide IAPP Training & Resources |
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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 model’s 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 (Q182-Q187):
NEW QUESTION # 182
Why is it important that conformity requirements are satisfied before an AI system is released into production?
- A. To ensure the AI system is easy for end-users to operate.
- B. To comply with legal and regulatory standards, ensuring the AI system is safe and trustworthy.
- C. To ensure the visual design is fit for purpose.
- D. To guarantee interoperability of the AI system across multiple platforms and environments.
Answer: B
Explanation:
The correct answer is D because conformity requirements are primarily intended to ensure that AI systems meet applicable legal, regulatory, and safety standards before deployment. AI governance frameworks, including the EU AI Act and international standards, require conformity assessments to verify that systems are safe, reliable, and compliant with risk management, documentation, and performance obligations. These assessments help identify and mitigate risks prior to market release, particularly for high-risk AI systems that may impact individuals' rights, health, or safety. Conformity ensures accountability, transparency, and trustworthiness, which are central principles of responsible AI governance. The other options relate to usability or technical considerations, but they do not address the pri mary purpose of conformity assessments, which is regulatory compliance and risk mitigation prior to deployment.
NEW QUESTION # 183
Each of the following actors are typically engaged in the AI development life cycle EXCEPT:
- A. Socio-cultural and technical experts.
- B. Government regulators.
- C. Legal and privacy governance experts.
- D. Data architects.
Answer: B
Explanation:
Government regulators oversee compliance but are not typically involved directly in the AI development life cycle.
NEW QUESTION # 184
CASE STUDY
Please use the following answer the next question:
XYZ Corp., a premier payroll services company that employs thousands of people globally, is embarking on a new hiring campaign and wants to implement policies and procedures to identify and retain the best talent. The new talent will help the company's product team expand its payroll offerings to companies in the healthcare and transportation sectors, including in Asia.
It has become time consuming and expensive for HR to review all resumes, and they are concerned that human reviewers might be susceptible to bias.
Address these concerns, the company is considering using a third-party Al tool to screen resumes and assist with hiring. They have been talking to several vendors about possibly obtaining a third-party Al-enabled hiring solution, as long as it would achieve its goals and comply with all applicable laws.
The organization has a large procurement team that is responsible for the contracting of technology solutions.
One of the procurement team's goals is to reduce costs, and it often prefers lower-cost solutions. Others within the company are responsible for integrating and deploying technology solutions into the organization's operations in a responsible, cost-effective manner.
The organization is aware of the risks presented by Al hiring tools and wants to mitigate them. It also questions how best to organize and train its existing personnel to use the Al hiring tool responsibly. Their concerns are heightened by the fact that relevant laws vary across jurisdictions and continue to change.
All of the following are potential negative consequences created by using the Al tool when making hiring decisions EXCEPT?
- A. Discriminatory treatment.
- B. Reputational harm.
- C. Civil rights violations.
- D. Intellectual property infringement.
Answer: D
Explanation:
The potential negative consequences of using an AI tool in hiring include reputational harm (A), civil rights violations (B), and discriminatory treatment (C). These issues stem from biases in the AI system or its misuse, which can lead to unfair hiring practices and legal liabilities. Intellectual property infringement (D) is not a typical consequence of using AI in hiring, as it relates to the unauthorized use of protected intellectual property, which is not directly relevant to the hiring process or the potential biases within AI tools.
NEW QUESTION # 185
The use of paid generative AI public tools is appealing because? (Choose three.)
- A. They are convenient to adopt.
- B. They eliminate concerns about the data used to generate outputs.
- C. They have frequent enhancements of new features.
- D. They have additional privacy and security controls.
- E. They provide transparency in models and in decision-making.
Answer: A,C,D
Explanation:
Paid generative AI tools are appealing because they are convenient to adopt, often include enhanced privacy and security controls, and receive frequent feature updates.
NEW QUESTION # 186
All of the following types of testing can help evaluate the performance of a responsible AI system EXCEPT:
- A. Statistical sampling.
- B. Adversarial robustness.
- C. Risk probability/severity.
- D. Decision analysis.
Answer: A
Explanation:
Statistical sampling is a data analysis technique rather than a testing method to evaluate responsible AI system performance, unlike risk probability/severity, adversarial robustness, and decision analysis.
NEW QUESTION # 187
......
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