AAIR: Advanced in AI Risk

By Isaca · Question Mode

QuestionQ61

AI Life Cycle Risk Management

A financial organization is building an AI model to assess credit risk. Which of the following is MOST important for ensuring that the training data enables accurate and unbiased outcomes?

Explanation

A diverse dataset better represents the population and relevant variations in credit-risk factors, reducing the risk that the model systematically performs poorly or unfairly for underrepresented groups.

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