When conducting an AI system audit, what is the MOST important reason to review the model's feature engineering documentation?
Select an answer to reveal the explanation.
Short Explanation and Infographic
Here's the deal — b is correct because feature engineering documentation review allows auditors to identify whether transformations (e.g., aggregating protected attributes, using proxy variables) may introduce bias, and whether data was used in ways consistent with collection consent and legal restrictions. A and C are not audit objectives.
Full explanation below image
Full Explanation
B is correct because feature engineering documentation review allows auditors to identify whether transformations (e.g., aggregating protected attributes, using proxy variables) may introduce bias, and whether data was used in ways consistent with collection consent and legal restrictions. A and C are not audit objectives. D is a project management activity.