ISO-IEC-42001-Foundation模擬練習 & ISO-IEC-42001-Foundation資格模擬

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GAICC ISO-IEC-42001-Foundation Exam Syllabus Topics:

SectionWeightObjectives
Fundamentals of AI Governance and the ISO/IEC 42001 Framework40%- Basic concepts of AI and AI Management Systems (AIMS)
  • 1. Terminology from ISO/IEC 22989 and ISO/IEC 42001
    • 2. AI system lifecycle concepts
      • 3. Purpose, scope and structure of ISO/IEC 42001:2023
        - Relationship between AIMS and organizational context
        Core Components of the Artificial Intelligence Management System (AIMS)40%- Key clauses and requirements of ISO/IEC 42001
        • 1. Operation, performance evaluation and improvement
          • 2. Leadership, planning and support
            Responsible AI, Ethics, and Stakeholder Awareness20%- Ethical principles and AI responsibility
            • 1. Stakeholder engagement and transparency
              • 2. Fairness, explainability and oversight mechanisms
                • 3. Roles and responsibilities of AI providers, producers and customers

                  >> ISO-IEC-42001-Foundation模擬練習 <<

                  ISO-IEC-42001-Foundationトレーニング資料、ISO-IEC-42001-Foundation認定練習、ISO-IEC-42001-Foundation試験問題

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                  GAICC ISO/IEC 42001 Foundation 認定 ISO-IEC-42001-Foundation 試験問題 (Q14-Q19):

                  質問 # 14
                  A municipal council trains an AI tool to predict pothole locations using crowdsourced reports submitted through a smartphone app. After deployment, the tool consistently recommends maintenance in wealthier suburbs where smartphone uptake is highest, while under-recommending in lower-income areas where reports are sparse. A foundation learner is asked which type of bias BEST describes what is occurring and which responsible-AI consideration is most directly affected.

                  正解:B

                  解説:
                  Comprehensive and Detailed Explanation From [GAICC ISO/IEC 42001/Course Guide/topics]:
                  The scenario exemplifies sample selection bias (a form of statistical and data collection bias), which directly compromises the foundational responsible AI principle of fairness. When training datasets are constructed from crowdsourced smartphone applications, the underlying observations inevitably reflect socioeconomic disparities in device access, digital literacy, and civic participation rather than the true objective distribution of physical road defects. Because higher-income demographics submit a disproportionately high volume of reports, the algorithmic training distribution over-represents affluent municipal zones while systematically under-representing under-resourced communities. Under ISO/IEC 42001 Annex B and controls in domains A.
                  6 (AI system life cycle) and A.7 (Data for AI systems), organizations must implement data quality assurance processes that evaluate dataset representativeness, data provenance, and sampling parity to preemptively identify and mitigate systemic bias before operational deployment.
                  Reference: ISO/IEC 42001:2023 Annex B.3 (Fairness); Control Domain A.7 (Data for AI systems); GAICC Foundation Module 6 (Algorithmic Bias, Fairness, and Data Governance).


                  質問 # 15
                  A consultancy is helping a healthcare provider plan its ISO/IEC 42001 certification scope. The provider operates many business units but wants to certify only the AIMS covering its radiology AI triage service. The auditor warns that any exclusion from the certification scope must meet a specific expectation described in GAICC Foundation Module 2 and Clause 4.3. Which statement BEST captures that expectation?

                  正解:D

                  解説:
                  Comprehensive and Detailed Explanation From [GAICC ISO/IEC 42001/Course Guide/topics]:
                  Under ISO/IEC 42001 Clause 4.3, an organization has the architectural freedom to define its certification boundaries to cover the entire enterprise, specific operational divisions, or individual AI products and services (such as a radiology triage tool). However, scoping is not arbitrary. The standard explicitly requires that when an organization narrows its scope or excludes specific operational activities, business units, or AI systems, every exclusion must be explicitly documented and supported by a robust, defensible justification. This rationale must demonstrate that exclusions do not compromise the organization ' s ability to satisfy applicable requirements, evade relevant AI risks, or ignore the legitimate expectations of affected interested parties identified under Clause 4.2. An unsupported exclusion will be challenged as an audit finding during Stage 1 conformity assessments.
                  Reference: ISO/IEC 42001:2023 Clause 4.3 (Determining the scope of the AI management system); GAICC Foundation Module 2 (Scoping Principles, Boundaries, and Exclusions).
                  Batch 3: Questions 21 to 30


                  質問 # 16
                  A foundation workshop case describes a small financial-advisory firm that has just signed its AI policy. The compliance officer asks what the firm should do next to translate the policy into operational practice for a new portfolio-recommendation AI tool the firm is preparing to deploy. Which next step BEST reflects how ISO
                  /IEC 42001 expects policy to connect to planning and operations for a specific AI system?

                  正解:C


                  質問 # 17
                  A telecommunications operator is choosing between two architectures for a customer-service AI assistant.
                  Option A retrains a very large foundation model weekly on internal data; Option B fine-tunes a substantially smaller model monthly. Both meet functional accuracy requirements. The AIMS lead is asked how ISO/IEC
                  42001 treats environmental considerations when an organisation selects an AI design. Which response BEST reflects the standard ' s intent?

                  正解:D

                  解説:
                  Comprehensive and Detailed Explanation From [GAICC ISO/IEC 42001/Course Guide/topics]:
                  ISO/IEC 42001 establishes an operational framework that integrates societal and environmental dimensions directly into the engineering and procurement lifecycle of AI systems. Under Clause 6.1.4 (AI System Impact Assessment) and the reference controls in Annex A (specifically domain A.6 regarding resource management and AI lifecycle governance), organizations must assess the broader ramifications of system deployment. This includes evaluating the compute intensity, power consumption, data storage volume, and resulting carbon footprint of competing model designs. An organization cannot abdicate environmental due diligence to a hyperscaler or corporate sustainability committee; the AIMS requires technical decision-makers to evaluate whether excessive computational consumption is disproportionate to functional performance gains.
                  Comparing retraining cadences and model parameter scale against sustainable resource objectives directly supports responsible AI development and lifecycle optimization.
                  Reference: ISO/IEC 42001:2023 Clause 6.1.4 (AI system impact assessment); Annex A.6; GAICC Foundation Module 7 (AI Impact Assessment & Societal Considerations).


                  質問 # 18
                  A board director asks: ' Why should we invest in ISO/IEC 42001 certification rather than simply publishing an internal AI ethics statement? ' The Chief AI Officer responds by listing the drivers that motivated publication of the standard. Which option BEST summarises the main drivers behind ISO/IEC 42001 as presented in GAICC Foundation Module 1?

                  正解:C

                  解説:
                  Comprehensive and Detailed Explanation From [GAICC ISO/IEC 42001/Course Guide/topics]:
                  The inception and rapid global adoption of ISO/IEC 42001 are driven by the intersection of four critical operational forces: evolving legal compliance (such as the EU AI Act and emerging national frameworks), rigorous commercial procurement diligence, acute reputational risks stemming from publicized model failures, and the expanding delegation of high-stakes, consequential decisions to autonomous systems.
                  Informal corporate AI ethics statements lack enforceable verification, audit mechanisms, and systematic lifecycle controls, often inviting accusations of " ethics washing. " In contrast, ISO/IEC 42001 addresses these mounting industry pressures by codifying an internationally auditable standard. Organizations implement the standard to prove governance rigor to enterprise buyers, withstand regulatory audits, prevent systemic operational harms, and safeguard enterprise reputation through documented, verifiable conformity.
                  Reference: ISO/IEC 42001:2023 Introduction; GAICC Foundation Module 1 (Business & Regulatory Drivers for AI Governance).


                  質問 # 19
                  ......

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