Question:
ReePharm, a pharmaceutical company, has decided to incorporate its AI risk management into the information security management system (ISMS) to identify and address risks related to the procurement, manufacturing, and distribution of pharmaceutical products. Is this decision appropriate?

• A. No, merging AI risk management directly into the ISMS system creates unnecessary complexity without substantial improvements
• B. Yes, integrating AI risk management into other management systems is acceptable
• C. Yes, but only if performed after a surveillance audit
• D. No, integrating AI risk management into other management systems would not meet ISO/IEC 42001 requirements

Scenario 7 (continued):
Scenario 7: ICure, headquartered in Bratislava, is a medical institution known for its use of the latest technologies in medical practices. It has introduced groundbreaking Al-driven diagnostics and treatment planning tools that have fundamentally transformed patient care.
ICure has integrated a robust artificial intelligence management system AIMS to manage its Al systems effectively. This holistic management framework ensures that ICure's Al applications are not only developed but also deployed and maintained to adhere to the highest industry standards, thereby enhancing efficiency and reliability.
ICure has initiated a comprehensive auditing process to validate its AIMS's effectiveness in alignment with ISO/IEC 42001. The stage 1 audit involved an on-site evaluation by the audit team. The team evaluated the site-specific conditions, interacted with ICure's personnel, observed the deployed technologies, and reviewed the operations that support the AIMS. Following these observations, the findings were documented and communicated to ICure. setting the stage for subsequent actions.
Unforeseen delays and resource allocation issues introduced a significant gap between the completion of stage
1 and the onset of stage 2 audits. This interval, while unplanned, provided an opportunity for reflection and preparation for upcoming challenges.
After four months, the audit team initiated the stage 2 audit. They evaluated AIMS's compliance with ISO
/IEC 42001 requirements, paying special attention to the complexity of processes and their documentation. It was during this phase that a critical observation was made:
ICure had not fully considered the complexity of its processes and their interactions when determining the extent of documented information. Essential processes related to Al model training, validation, and deployment were not documented accurately, hindering effective control and management of these critical activities. This issue was recorded as a minor nonconformity, signaling a need for enhanced control and management of these vital activities.
Simultaneously, the auditor evaluated the appropriateness and effectiveness of the "AIMS Insight Strategy," a procedure developed by ICure to determine the AIMS internal and external challenges. This examination identified specific areas for improvement, particularly in the way stakeholder input was integrated into the system. It highlighted how this could significantly enhance the contribution of relevant parties in strengthening the system's resilience and effectiveness.
The audit team determined the audit findings by taking into consideration the requirements of ICure, the previous audit records and conclusions, the accuracy, sufficiency, and appropriateness of evidence, the extent to which planned audit activities are realized and planned results achieved, the sample size, and the categorization of the audit findings. The audit team decided to first record all the requirements met; then they proceeded to record the nonconformities.
Based on the scenario above, answer the following question:
Question:
Based on Scenario 7, the audit team conducted a Stage 2 audit after a considerable time from Stage 1. Is this recommended?

• A. No, the Stage 2 audit should be conducted immediately after the Stage 1 audit to quickly address any identified issues
• B. Yes, a bigger gap between Stage 1 and Stage 2 audits allows the audit team time for reflection and preparation in addressing the findings
• C. No, the gap between Stage 1 and Stage 2 audits should be minimal (usually two weeks) to ensure that the AIMS remains consistent and relevant during the audit process

Scenario 1:
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:
Which of the following AI principles has Future Horizon Academy applied?

• A. Accountability
• B. Reliability and safety
• C. Transparency
• D. Human control

Question:
During an audit, the auditor employed data analytic technology to identify anomalies and unusual patterns in the decision-making processes of an AI system used by a financial institution to approve or reject loan applications. Which data analytic technology did the auditor use?

• A. Text analytics
• B. Visual analytics
• C. Data mining
• D. Predictive analytics

Which of the following does NOT represent the purpose of managing and maintaining audit program records?

• A. To demonstrate the implementation of the audit program
• B. To address information security and confidentiality needs for audit records
• C. To focus on the competence and performance evaluation of the audit team members