An organization is considering the use of generative AI to create realistic marketing content, such as personalized product descriptions. Which of the following is the MOST important privacy considera

Question

Options

• AThe lack of transparency around the inner workings of the generative AI model
• BThe potential for bias in the generated content
• CHallucinations resulting from the use of large customer datasets
• DThe inadvertent disclosure of sensitive information in the generated content

• A
  4% (1)
• C
  4% (1)
• D
  92% (24)

Explanation

When generative AI is trained on or prompted with large customer datasets to produce personalized content, it may inadvertently reproduce or infer sensitive personal information about individuals in the generated output-for example, revealing a customer's health condition through a personalized wellness product description, or exposing financial details in a tailored offer. This constitutes an unauthorized disclosure of personal data, directly violating privacy principles such as purpose limitation and data minimization. Lack of model transparency (A) is a governance concern. Bias (B) is primarily a fairness and accuracy issue. Hallucinations (C) relate to accuracy, not privacy. The direct risk of personal data being exposed in output makes D the most critical privacy consideration.

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