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NEW QUESTION # 135
What could require a stage 1 audit during a recertification audit?
Answer: A
Explanation:
ISO/IEC 17021-1:2015 Clause 9.5.1.2 states that a stage 1 audit may be required before recertification when significant changes have occurred that affect the management system. These changes may include expansion of scope, organizational restructuring, or the introduction of new AI technologies that impact system control.
Reference:
ISO/IEC 17021-1:2015 Clause 9.5.1.2 - Conducting recertification audits ISO/IEC 42001:2023 Clause 4.3 - Determining the scope of the AIMS
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NEW QUESTION # 136
Based on Scenario 6, which aspect of assigning roles and responsibilities to the audit team is incorrect?
Scenario 6: AfrinovAl, based in Nairobi, Kenya, develops Al tools to improve agriculture in Africa. The company uses Al to address challenges faced by African farmers, offering tools for analyzing satellite images to monitor crop health, predicting pest and disease outbreaks, and automating irrigation to use water more efficiently.
AfrinovAl has implemented an artificial intelligence management system AIMS based on ISO/IEC 42001, reflecting its commitment to ethical and effective management practices in its Al solutions.
AfrinovAl is undergoing a certification audit to obtain certification against ISO/IEC 42001. Samuel, an expert in Al technologies and management systems, is heading the audit team. Before initiating the audit process, Samuel reviewed and approved the audit plan, which served as a basis for the agreement between the certification body and the auditee.
During the stage 1 audit, the audit team focused on a detailed evaluation of AfrinovAI's documented information, critically assessing both their format and content.
Samuel held a meeting with his team to prepare for the stage 2 audit. During this meeting, responsibilities were allocated among team members, assigning specific processes, functions, sites, areas, or activities based on each auditor's expertise and the audit requirements. He also assigned auditing roles to technical experts to leverage their specialized knowledge in specific areas.
In the stage 2 audit, Samuel and his team held an opening meeting during which Samuel explained how the audit activities will be undertaken. AfrinovAI's also participated in the meeting. Afterward, the audit team conducted on-site activities to closely inspect the physical locations of the audited processes. The interviewed individuals from the auditee's personnel regarding the AIMS and observed some of the operations of the auditee. They also used sampling and technical verification to assess the implementation of Al-related controls, verify compliance with established procedures, and identify any gaps in adherence to the AIMS requirements. They skipped the review of documented information related to the AIMS since some documents had already been reviewed during the stage 1 audit. This comprehensive approach ensured a thorough evaluation of AfrinovAI's AIMS against the ISO/IEC 42001.
Answer: A
Explanation:
According to ISO 19011:2018, Clause 6.2.2 and ISO/IEC 17021-1:2015, the audit team leader should ensure that all roles and responsibilities are defined, including the need for guides or observers, especially in complex audits or when technical support is necessary.
Guides are individuals appointed by the auditee to assist the audit team - for example, to facilitate access, communication, or clarification. Not considering the inclusion of guides in the role assignment process may result in inefficiencies during the audit, especially in cross-functional or technical environments.
Reference:
ISO 19011:2018, Clause 6.2.2 - Assigning Responsibilities
ISO/IEC 17021-1:2015, Clause 9.1.6 - Use of guides and technical experts PECB ISO/IEC 42001 Lead Auditor Guide - Section: Team Coordination and Role Assignment Certainly! Below is the response to Question No. 50 from Scenario 6, presented in the required format with a detailed explanation and appropriate references.
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NEW QUESTION # 137
Question:
Which of the following competencies must at least one of the audit team members possess?
Answer: C
Explanation:
At least one member of the audit team must possess knowledge of therisk-based approach to auditing, particularly because ISO/IEC 42001 auditing requires risk-centric evaluation of AI processes.
* ISO/IEC 17021-1:2015 Clause 9.2.1emphasizes the importance of arisk-based auditapproach.
* TheLead Auditor Course for ISO/IEC 42001states:"Competency in risk-based thinking is critical for identifying and focusing on AI system risks that could affect the achievement of audit objectives." Reference:ISO/IEC 17021-1:2015 Clause 9.2.1; ISO/IEC 42001 Lead Auditor Study Guide Module 4 (Risk- Based Auditing).
NEW QUESTION # 138
Scenario 1 (continued):
To ensure the integrity of the AI system, Future Horizon Academy has implemented measures to ensure that training data remain isolated from data that could lead to harmful or undesirable outcomes. The institution adds significant data elements as metadata, transforms the data into a format usable by the AI system, and uses data from one or more trusted sources.
Committed to standardization and continual improvement, Future Horizon Academy decided to implement an artificial intelligence management system (AIMS) based on ISO/IEC 42001 that would help the institution increase operational efficiency, resulting in improved processes.
After having the AIMS in place for a year, the institution decided to apply for a certification audit to get certified against ISO/IEC 42001. Prior to the certification audit, the institution conducted an internal audit and management review to ensure that the AIMS aligns with the institution's own requirements and that the system is being maintained effectively.
Question:
Based on Scenario 1, what category of AI systems did Future Horizon Academy utilize?
Answer: A
Explanation:
Future Horizon Academy's AI involves mimicking human learning from structured data and contextual metadata, which is part ofCognitive Computing. ISO/IEC 42001 Annex B highlights cognitive capabilities such as learning, reasoning, and adapting-relevant to the described system.Reference:ISO/IEC 42001:2023 Annex B (Informative: Cognitive Capabilities).
NEW QUESTION # 139
Which among the following core concepts of Artificial Intelligence uses artificial neural networks inspired by the human brain to process complex data like images, text, and speech?
Answer: C
Explanation:
Deep Learning (DL)is a subfield of Machine Learning that employsartificial neural networks,particularly multi-layered architectures, inspired by the structure and function of the human brain. DL excels at processinghigh-dimensional datasuch as:
* Images(e.g., object detection)
* Text(e.g., sentiment analysis)
* Speech(e.g., voice recognition)
While NLP and Computer Vision areapplication domains, and Machine Learning is thebroader category, Deep Learningis thecorrect specific techniqueknown for handling such complex tasks.
As per thePECB Lead Auditor Study Guide - Domain 1, Deep Learning is used whenlarge volumes of unstructured or complex dataare involved, and is referenced as the foundation of modern AI systems like voice assistants, recommendation engines, and image recognition tools.
NEW QUESTION # 140
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