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ISO-IEC-42001-LEAD-AUDITOR · Question #28

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…

The correct answer is C. Data augmentation. The scenario clearly mentions acquiring, transforming, and verifying data but does not mention data augmentation (the process of creating additional data samples). According to ISO/IEC 42001 Clause 8.3 (Data Management), data augmentation must be deliberately planned and…

AI System Development

Question

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. Based on Scenario 1, which of the following processes regarding data did Future Horizon Academy NOT conduct?

Options

  • AData acquisition
  • BData annotation
  • CData augmentation
  • DData verification

How the community answered

(32 responses)
  • A
    3% (1)
  • B
    9% (3)
  • C
    72% (23)
  • D
    16% (5)

Explanation

The scenario clearly mentions acquiring, transforming, and verifying data but does not mention data augmentation (the process of creating additional data samples). According to ISO/IEC 42001 Clause 8.3 (Data Management), data augmentation must be deliberately planned and documented, and it is not referenced here.

Topics

#data augmentation#data preparation#AI training data#data management

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