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PECB ISO/IEC 42001:2023Artificial Intelligence Management System Lead Auditor Exam Sample Questions (Q54-Q59):
NEW QUESTION # 54
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?
- A. Natural Language Processing
- B. Machine Learning
- C. Computer Vision
- D. Deep Learning
Answer: D
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 # 55
What is the right series of AI system lifecycle?
- A. System Requirements & specification finalization, System design & development, System Deployment, System Verification & validation, System Operation & monitoring
- B. System design & development, System Operation & monitoring, System Requirements & specification finalization, System Verification & validation, System Deployment
- C. System Verification & validation, System design & development, System Deployment, System Requirements & specification finalization, System Operation & monitoring
- D. System Requirements & specification finalization, System design & development, System Verification
& validation, System Deployment, System Operation & monitoring
Answer: D
Explanation:
The correct lifecycle sequence for an AI system as outlined inISO/IEC 42001:2023and supporting lifecycle methodologies (such as those influenced by ISO/IEC/IEEE 15288 and ISO/IEC TR 24028) is:
* System Requirements & Specification Finalization
* System Design & Development
* System Verification & Validation
* System Deployment
* System Operation & Monitoring
This lifecycle ensures that all AI systems are planned, built, tested, and monitored effectively to address functional, ethical, and risk management objectives.
The standard encourages applying astructured lifecycle approachto ensure that AI systems meet organizational goals and stakeholder expectations throughout their operational period.
Reference: ISO/IEC 42001:2023 - Clause 8.2.2 (AI system lifecycle requirements) PECB Lead Auditor Guide - Domain 1: Section on "AI Lifecycle Phases and Management" Also aligned with ISO/IEC TR 24028:2020 - Overview of trustworthiness in AI
NEW QUESTION # 56
Scenario 9:
Scenario 9: Securisai, located in Tallinn.Estonia, specializes in the development of automated cybersecurity solutions that utilize AIsystems. The company recently implemented an artificial intelligence management system AIMS in accordance with ISO/IEC 42001. Indoing so, the company aimed to manage its Al-driven systems' capabilities to detect and mitigate cyber threats more efficiently andethically. As part of its commitment to upholding the highest standards of Al use and management, Securisai underwent a certificationaudit to demonstrate compliance with ISO/IEC 42001.
The audit process comprised two main stages: the initial or stage 1 audit focused on reviewing Securisai's documentation, policies, andprocedures related to its AIMS. This review laid the groundwork for the stage 2 audit, which involved a comprehensive, on-site evaluation of the actual implementation and effectiveness of the AIMS within Securisai's operations. The goal was to observe the AIMS in operation,ensuring that it not only existed on paper but was effectively integrated into the company's daily activities and cybersecurity strategies.
After the audit, Roger, Securisai's internal auditor, addressed the action plans devised to rectify nonconformities identified during thecertification audit. He developed a long term strategy, highlighting key AIMS processes for triennial audits. Roger's internal audits play a key role in advancing Securisai's goals by employing a systematic and disciplined method to assess and boost the efficiency of risk management, governance processes, and strategic decision-making. Roger reported his findings directly to Securisai's top management.
Following the successful rectification of nonconformities, Securisai was officially certified against ISO/IEC
42001.
Recently, the company decided to transfer its ISO/IEC 42001 certification registration from one certification body to another despitebeing initially bound by a long-term agreement with the current certification body.
This decision was motivated by the desire to partnerwith a certification body that offers deeper insights and expertise in the rapidly evolving field of artificial intelligence in cybersecurity.
To ensure a smooth transition and uphold its certification status, Securisai is diligently compiling the required documentation forsubmission to the new certification body. This includes a formal request, the most recent audit report underscoring its adherence toISO/IEC 42001, the latest corrective action plan that highlights its continuous efforts toward improvement, and a copy of its current validcertification registration.
A year following Securisai's initial certification audit, a subsequent audit was carried out by the certification body on its AIMS. The purpose of this audit was to assess compliance with ISO/IEC 42001 and verify the ongoing improvement of the AIMS. The audit team concluded that Securisai's AIMS consistently meets the requirements set by ISO/IEC 42001.
During an AIMS audit at a cybersecurity company, the team found a major nonconformity - ineffective access controls for sensitive data.
Question:
Given this situation, what is the appropriate next step?
- A. Conduct an audit follow-up before the company is recommended for certification
- B. Promptly revoke the auditee's certification without further examination
- C. Conduct another full audit of the auditee's entire AIMS
Answer: A
Explanation:
Major nonconformities require follow-upbefore recommending certification.
* ISO/IEC 17021-1:2015 Clause 9.4.9.4requires that for major nonconformities:"Certification shall only be granted after verification of the effective implementation of corrective actions, typically through an on-site follow-up audit."
* Immediate revocation or full re-audit is not necessary unless systemic failure is evident.
Reference:ISO/IEC 17021-1:2015 Clause 9.4.9.4; ISO/IEC 42001:2023 Clause 10.2.
NEW QUESTION # 57
Scenario 6:
Scenario 6: HappilyAI is a pioneering enterprise dedicated to developing and deploying artificial intelligence Al solutions tailored toenhance customer service experiences across various industries. The company offers innovative products like virtual assistants,predictive analytics tools, and personalized customer interaction platforms. As part of its commitment to operational excellence andinnovation, HappilyAI has implemented a robust Al management system AIMS to oversee its Al operations effectively. Currently.HappilyAI is undergoing a comprehensive audit process of its AIMS to evaluate its compliance with ISO/IEC 42001.
Under the leadership of Jess, the audit team began the audit process with meticulous planning and coordination, setting the groundworkfor the extensive on-site activities of the stage 1 audit. This initial phase was marked by a comprehensive documentation review. Theaudit scope encompassed a critical review of HappilyAI's core departments, including Research and Development (R&D), CustomerService, and Data Security, aiming to assess the conformity of HappilyAI's AIMS to the requirements of ISO/IEC 42001.
Afterward, Jess and the team conducted a formal opening meeting with HappilyAI to introduce the audit team and outline the auditactivities. The meeting set a collaborative tone for the subsequent phases, where the team engaged in information collection, executedaudit tests, identified findings, and prepared draft nonconformity reports while maintaining a strict quality review process.
In gathering evidence, the audit team employed a sampling method, which involved dividing the population into homogeneous groups toensure a comprehensive and representative data collection by drawing samples from each segment. Furthermore, the team employedobservation to deepen their understanding of the Al management processes. They verified the availability of essential documentation,including Al-related policies, and evaluated the communication channels established for reporting incidents.
Additionally, they scrutinized specific monitoring tools designed to track the performance of data acquisition processes, ensuring thesetools effectively identify and respond to errors or anomalies. However, a notable challenge emerged as the team encountered a lack ofaccess to documented information that describes how tasks about AIMS are executed. In addition to this, the team identified a potentialnonconformity within the Sales Department. They decided not to record this as a nonconformity in the audit report but onlycommunicated it to the HappilyAI's representatives.
During the stage 2 audit, the certification body, in collaboration with HappilyAI, assigned the roles of technical experts within the auditteam. Recognized for their specialized knowledge and expertise in artificial intelligence and its applications, these technical experts aretasked with the thorough assessment of the AIMS framework to ensure its alignment with industry standards and best practices,focusing on areas such as data ethics, algorithmic transparency, and Al system security.
Question:
Which level of documented information could the audit team NOT access?
- A. Level 2
- B. Level 1
- C. Level 3
Answer: C
Explanation:
Level 3 documentationtypically includes detailed procedures, work instructions, and records explaining exactlyhow tasks are performed.
* ISO/IEC 42001:2023 Clause 7.5.1requires organizations to maintain documented information necessary for the effective functioning of the AIMS.
* TheLead Auditor Study Guideexplains:"Level 3 documents are the operational and procedural records that detail the execution of management system activities."The team lacked access to task execution procedures - indicating missing Level 3 documentation.
Reference:ISO/IEC 42001:2023 Clause 7.5.1; ISO 19011:2018 Clause 6.3.
NEW QUESTION # 58
In which step are the audit findings, including nonconformities, documented and reviewed?
- A. Initiating the audit
- B. Conducting the audit
- C. Closing meeting
- D. Audit reporting
Answer: D
Explanation:
TheAudit Reportingstep involves the formaldocumentation of audit findings, including:
* Nonconformities
* Observations
* Opportunities for improvement
* Conformity conclusions
According toISO 19011:2018 - Clause 6.6.1, and reflected inISO/IEC 42001:2023 - Clause 9.2.2, theaudit report must be reviewed and finalizedafter the audit activities are complete and include verified evidence of all findings.
ThePECB Lead Auditor Guide - Domain 6emphasizes that the audit report is thefinal outputof the audit process and includes all findings that were identified and reviewed during the audit lifecycle.
Reference: ISO 19011:2018 - Clause 6.6.1 (Preparing and distributing the audit report) ISO/IEC 42001:2023 - Clause 9.2.2 (Internal audit) PECB Lead Auditor Guide - Domain 6: "Audit Reporting and Closing Activities"
NEW QUESTION # 59
......
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