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| Section | Weight | Objectives |
|---|
| Fundamentals of AI Governance and the ISO/IEC 42001 Framework | 40% | - Relationship between AIMS and organizational context - Basic concepts of AI and AI Management Systems (AIMS)
- 1. AI system lifecycle concepts
- 2. Purpose, scope and structure of ISO/IEC 42001:2023
- 3. Terminology from ISO/IEC 22989 and ISO/IEC 42001
|
| Responsible AI, Ethics, and Stakeholder Awareness | 20% | - Ethical principles and AI responsibility
- 1. Stakeholder engagement and transparency
- 2. Roles and responsibilities of AI providers, producers and customers
- 3. Fairness, explainability and oversight mechanisms
|
| 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
|
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GAICC ISO/IEC 42001 Foundation Sample Questions (Q18-Q23):
NEW QUESTION # 18
A multinational manufacturer is debating whether to put its Clause 4.3 scope statement in writing or simply describe it verbally to its certification body. The internal auditor reminds the team of an expectation set out in Clause 4.3 and reinforced in GAICC Foundation Module 4. Which statement BEST reflects that expectation?
- A. The certification body is required to draft the AIMS scope statement on the organisation ' s behalf, based on documents it inspects during the Stage 1 documentation review.
- B. An oral description supplied to the lead auditor during the opening meeting of the Stage 2 certification audit is sufficient to satisfy the Clause 4.3 scope expectation.
- C. The AIMS scope must be available as documented information so that interested parties, including the audit team, can understand what is included and what is excluded.
- D. Scope is implicit in the AI inventory, so a separate scope statement is unnecessary provided that the AI inventory is current and accessible to the external auditor.
Answer: C
Explanation:
Comprehensive and Detailed Explanation From [GAICC ISO/IEC 42001/Course Guide/topics]:
Clause 4.3 (Determining the scope of the AI management system) concludes with an explicit normative requirement: " The scope shall be available as documented information. " In management system auditing under ISO/IEC 17021-1, documented information provides objective, verifiable evidence establishing the exact organizational, technical, physical, and geographical boundaries under assessment. Certification bodies cannot certify an undocumented or verbal scope statement; auditors evaluate conformity against the defined boundaries set out in the documented scope during Stage 1 and Stage 2 audits. A dynamic model inventory lists technical assets, but it does not establish organizational governance perimeters or provide justified rationales for exclusions. Moreover, certification bodies are prohibited by accreditation rules from drafting or authoring the scope on an auditee's behalf, as doing so compromises their independence and impartiality.
Reference: ISO/IEC 42001:2023 Clause 4.3; Clause 7.5 (Documented information); GAICC Foundation Module 4 (AIMS Scope Boundaries & Documented Information).
NEW QUESTION # 19
An insurer deploys an AI model that supports underwriter decisions on personal-lines policies. Three audiences need explanations: applicants who receive a decline, internal underwriters who supervise the model
' s outputs, and an external regulator conducting a market review. A foundation learner is asked how ISO/IEC
42001 expects explainability to be approached across these audiences. Which response BEST reflects the responsible-AI principle of explainability?
- A. Provide a single technical explanation document, copied verbatim from the model-development team, to each of the three audiences, on the basis that a uniform explanation supports consistency and auditability across stakeholders interacting with the system.
- B. Defer explainability entirely until a complaint or regulatory enquiry is raised, then assemble an explanation reactively for the specific case, since pre-built explanations may not address the particular query the requesting party actually puts to the insurer.
- C. Provide explanations to the regulator and the underwriters but withhold any explanation from declined applicants on commercial-sensitivity grounds, so that proprietary aspects of the underwriting approach remain protected from competitor scrutiny.
- D. Tailor the explanation to each audience: plain-language reasoning for the declined applicant, feature- level rationale for the underwriter, and methodology and validation evidence for the regulator-each calibrated to its purpose.
Answer: D
Explanation:
Comprehensive and Detailed Explanation From [GAICC ISO/IEC 42001/Course Guide/topics]:
Explainability under ISO/IEC 42001 Annex B and Annex A domain A.8 is not a one-size-fits-all technical readout. The standard explicitly recognizes that different interested parties require information delivered at different levels of abstraction to make the explanation meaningful and actionable. For consumers receiving an adverse outcome (such as a declined policy), explainability requires plain-language reasoning detailing the principal factors and criteria that led to the determination, enabling individual understanding and potential recourse. For internal operators (underwriters), explainability demands feature-importance scores, localized attribution weights, and confidence thresholds to enable effective human oversight and validation. For supervisory regulators, explainability requires comprehensive mathematical methodology disclosures, architectural validation reports, data provenance verification, and fairness audit records. Calibrating explanations to stakeholder contexts reflects the core principles of transparency, accountability, and user- centric governance.
Reference: ISO/IEC 42001:2023 Annex B.5 (Transparency and explainability); Control Domain A.8 (AI system operations); GAICC Foundation Module 6 (Calibrated Explainability and Stakeholder Communication).
NEW QUESTION # 20
An AIMS project team is drafting the interested-parties register required under Clause 4.2. A team member suggests limiting the register to paying customers and regulators. The compliance lead pushes back, citing the breadth of interested parties expected under GAICC Foundation Module 4. Which option BEST captures the range of interested parties Clause 4.2 expects?
- A. External certification body auditors and the accreditation body, since interested parties under Clause 4.2 captures the assurance ecosystem that audits the AIMS.
- B. Top management and members of the AI governance committee, since interested parties under Clause
4.2 refers to the internal leadership group accountable for the AIMS. - C. A broad range that includes customers, regulators, employees, data subjects, suppliers, the public, and communities affected by the organisation ' s AI activities.
- D. Customers and competent regulatory authorities, since interested parties under Clause 4.2 are deliberately restricted to entities with formal commercial or statutory relationships.
Answer: C
Explanation:
Comprehensive and Detailed Explanation From [GAICC ISO/IEC 42001/Course Guide/topics]:
ISO/IEC 42001 Clause 4.2 establishes a broad mandate for stakeholder identification that aligns with the pervasive, societal impact of artificial intelligence. Unlike traditional technical standards that focus narrowly on immediate clients and statutory authorities, an AIMS must account for a wide continuum of interested parties. This scope encompasses direct customers, regulatory bodies, internal staff, external suppliers, end- users, individuals whose personal data or intellectual property is ingested for model training, and wider communities or vulnerable groups that can be impacted by automated outputs and classifications. Failing to incorporate non-contractual parties-such as individuals evaluated by automated screening tools-creates blind spots in risk assessment, violating the intent of Clauses 4.2, 6.1.2, and 6.1.4.
Reference: ISO/IEC 42001:2023 Clause 4.2; GAICC Foundation Module 4 (Understanding Stakeholders and Expectations).
NEW QUESTION # 21
A workshop exercise asks foundation candidates to evaluate four candidate sentences for inclusion in a one- page AI policy at an e-commerce retailer. The retailer uses AI for product recommendations, fraud detection, and customer-service triage. The intent is to capture a single sentence that aligns with the four attributes Clause 5.2 requires. Which sentence is the BEST single-line expression of those Clause 5.2 attributes?
- A. The retailer will manage its AI systems in a manner appropriate to its purpose, satisfy applicable requirements, set and pursue measurable AI objectives, and continually improve its AI management system in line with this policy.
- B. The retailer will appoint an AI ethics committee composed of representatives from product, engineering, legal, and marketing with quarterly meetings, decisions recorded, and an annual report submitted to the board ' s risk subcommittee.
- C. The retailer ' s recommendation engine will be retrained every fortnight using the most recent behavioural data from logged-in customers, and the fraud-detection model will be retuned monthly to reflect emerging patterns of attempted account compromise.
- D. The retailer commits to certifying every AI system it deploys against ISO/IEC 42001 within a twelve- month window, with surveillance audits scheduled annually thereafter under the chosen third-party certification body for each system in operation.
Answer: A
Explanation:
Comprehensive and Detailed Explanation From [GAICC ISO/IEC 42001/Course Guide/topics]:
Clause 5.2 (AI policy) sets out four non-negotiable structural requirements that any documented AI policy must encompass. The policy must: (1) be appropriate to the purpose and context of the organization; (2) provide a framework for setting and reviewing AI objectives; (3) include a commitment to satisfy applicable legal, regulatory, and stakeholder requirements; and (4) include an explicit commitment to the continual improvement of the AI management system. Option B explicitly encapsulates each of these four core elements within a concise governance statement. In contrast, specifying technical model retraining cadences (Option A) belongs in operational SOPs; defining committee membership rosters (Option C) addresses operational execution rather than policy direction; and declaring specific certification schedules (Option D) addresses external conformity timelines rather than organizational policy obligations.
Reference: ISO/IEC 42001:2023 Clause 5.2 (AI policy); GAICC Foundation Module 5 (Leadership, Policy Architecture, and Governance Commitments).
NEW QUESTION # 22
A foundation candidate is asked to identify which attributes an AI policy must include to satisfy ISO/IEC
42001 Clause 5.2. The candidate is given four short summary statements about an AI policy drafted by a logistics company that uses route-optimisation and demand-forecast models. The policy is one printed page, signed by the chief executive, and posted on the staff intranet. Which summary BEST reflects the minimum attributes Clause 5.2 requires of a documented AI policy?
- A. The policy mirrors the wording of the EU AI Act in full, copies the relevant sections of the local privacy statute verbatim, and republishes the text of Annex A controls so staff have one combined reference document.
- B. The policy lists every AI model the organisation operates, names the data scientist accountable for each model, and specifies the exact retraining cadence in months for the algorithms used by the logistics planning team.
- C. The policy promises to obtain ISO/IEC 42001 certification within twelve months, names the chosen certification body, and commits the chief executive to attend each surveillance audit in person to answer auditor questions.
- D. The policy is appropriate to the organisation ' s purpose, provides a framework for AI objectives, commits to satisfying applicable requirements, and commits to continual improvement of the AI management system.
Answer: D
Explanation:
Comprehensive and Detailed Explanation From [GAICC ISO/IEC 42001/Course Guide/topics]:
Clause 5.2 (AI Policy) defines four mandatory statutory criteria that top management must satisfy when formulating the documented AI policy. Specifically, the AI policy must: (a) be appropriate to the purpose and context of the organization; (b) provide a structured framework for setting AI objectives; (c) include a formal commitment to satisfy applicable legal, statutory, regulatory, and contractual requirements; and (d) include a clear commitment to the continual improvement of the AI management system. The policy is an executive- level strategic commitment rather than a granular technical asset inventory or model configuration logbook.
Prescribing operational model parameters, copying external legislation verbatim, or committing to prospective audit timelines conflates operational procedures with core leadership governance policies.
Reference: ISO/IEC 42001:2023 Clause 5.2 (AI policy); GAICC Foundation Module 5 (Policy Formulation & Strategic Intent).
NEW QUESTION # 23
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