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IAPP AIGP Exam Syllabus Topics:

SectionObjectives
AI Risk Management and Impact Assessment- Risk identification and mitigation
  • 1. AI risk categories and classification
    • 2. Bias, fairness, and transparency risks
      Foundations of AI Systems and Governance- AI system concepts, lifecycle, and terminology
      • 1. AI definitions and taxonomy
        • 2. AI system lifecycle overview
          - Governance principles and accountability
          • 1. Responsible AI principles
            • 2. Organizational governance roles
              AI Lifecycle Governance Implementation- Operational governance controls
              • 1. Model development oversight
                • 2. Deployment and monitoring controls
                  Regulatory and Legal Frameworks for AI- Global AI governance regulations
                  • 1. NIST AI Risk Management Framework
                    • 2. EU AI Act principles

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                      証明書は私たちの日常生活で重要です。現在、AIGP試験に合格するすべての受験者に、選択可能な3つの異なるバージョンを提供しています。 AIGP試験問題のAPPバージョンは、オフライン状態で機能します。クイズ準備を使用する場合、最新のAIGP試験トレントをいつでもどこでも使用できます。オフライン状態のAIGP実践ガイドを使用して、どのようにして学習を楽しむことができますか?オフライン状態で動作するバージョンをダウンロードするだけで、初めてAIGPクイズトレントのバージョンをオンラインで使用する必要があります。

                      IAPP Certified Artificial Intelligence Governance Professional 認定 AIGP 試験問題 (Q187-Q192):

                      質問 # 187
                      During the first month when the company monitors the model for bias, it is most important to?

                      正解:B

                      解説:
                      Theinitial deployment phaseof an AI model is critical forpost-deployment monitoring. When tracking forbias, the most important task is tocontinue disparity testingto determine whether outputs differ across protected groups.
                      From theAI Governance in Practice Report2025:
                      "Performance monitoring protocols... should include mechanisms to assess and measure disparities in outcomes across different demographic groups." (p. 12)
                      "Bias may not be evident during pre-deployment testing but can emerge in real-world use." (p. 41)
                      * B. Awareness trainingis helpful, but not a technical bias mitigation activity.
                      * C. Analyzing training datais apre-deploymenttask.
                      * D. Documenting human decisionsmay support auditability but doesn't detect bias in AI outputs.


                      質問 # 188
                      The framework set forth in the White House Blueprint for an Al Bill of Rights addresses all of the following EXCEPT?

                      正解:B

                      解説:
                      The White House Blueprint for an AI Bill of Rights focuses on protecting civil rights, privacy, and ensuring AI systems are safe and effective. It includes principles like data privacy (D), human alternatives (A), and safe and effective systems (C). However, it does not specifically address high-risk mitigation standards as a distinct category (B).


                      質問 # 189
                      Scenario:
                      A distributor operating in the EU is responsible for selling imported high-risk AI systems to businesses. The distributor wants to ensure they fulfill all applicable obligations under the EU AI Act.
                      All of the following are obligations of a distributor of high-risk AI systems under the EU AI Act EXCEPT?

                      正解:A

                      解説:
                      The correct answer isC.Registration in the EU databaseis an obligation ofprovidersof high-risk AI systems- not distributors.
                      From the AIGP ILT Guide - Roles & Obligations Module:
                      "Distributors must verify CE marking, ensure instructions for use are provided, inform authorities of risks, and take corrective action when necessary. However, registration duties in the EU database lie with the provider." Also from the AI Governance in Practice Report2025:
                      "The AI Act differentiates responsibilities for developers, providers, importers, and distributors. Only providers of high-risk systems are obligated to register their systems in the EU AI Database." Distributors focus onverification and communication, not formal registration.


                      質問 # 190
                      All of the following are compliance considerations specific to third-party governance when using GenAI models EXCEPT?

                      正解:B

                      解説:
                      Third-party AI governance introduces issues that arise specifically because an organization depends on an external model provider. These include limited visibility into model architecture, training sources, capabilities and limitations; cybersecurity and information-security risks created through external integrations; and determining contractual responsibility and liability between the organization and vendor. These considerations make A, C, and D directly relevant to third-party governance. Back testing, by contrast, is primarily a model testing or validation methodology rather than a compliance consideration specific to the third-party relationship. Testing third-party AI systems remains an important governance practice, but the term " back testing " itself describes performance evaluation rather than vendor governance. NIST guidance emphasizes third-party transparency, due diligence, security, procurement controls, contractual expectations, and continuing risk management when organizations acquire or integrate external AI systems.


                      質問 # 191
                      CASE STUDY
                      Please use the following to answer the next question:
                      A mid-size US healthcare network has decided to develop an AI solution to detect a type of cancer that is most likely to 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 to a radiologist for secondary review pursuant to agreed-upon criteria (e.g., a confidence score below a threshold).
                      To date, the healthcare network has:
                      - Defined its AI ethical principles.
                      - Conducted discovery to identify the intended uses and success
                      criteria for the system.
                      - Established an AI risk committee.
                      - Assembled a cross-functional team with clear roles and
                      responsibilities.
                      - 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. It also intends to retain a large consulting firm to supplement its small data science team and 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.
                      Which stakeholder group is most important in selecting the specific type of algorithm?

                      正解:C

                      解説:
                      The healthcare network's data science team is most important in selecting the specific algorithm type, as they possess the technical expertise and understanding of the data and clinical context required for this decision.


                      質問 # 192
                      ......

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