AIGP: Artificial Intelligence Governance ProfessionalDemo

By IAPP · Question Mode

QuestionQ11

Domain III — Understanding how to govern AI development

Which consideration is most important for mitigating potential bias in training and testing data?

  • A Using privacy-enhancing tools to protect the data.
  • B Validating that the data is representative.
  • C Receiving explicit consent to use the data.
  • D Assessing the sufficiency of the third-party data.
Explanation

Representative training and testing data helps prevent systematic underrepresentation or overrepresentation of relevant groups, conditions, and outcomes, reducing biased model behavior.

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