AWS Certified AI Practitioner (AIF-C01) — Question 39

A loan company is building a generative AI-based solution to offer new applicants discounts based on specific business criteria. The company wants to build and use an AI model responsibly to minimize bias that could negatively affect some customers.
Which actions should the company take to meet these requirements? (Choose two.)

Answer options

• A. Detect imbalances or disparities in the data.
• B. Ensure that the model runs frequently.
• C. Evaluate the model's behavior so that the company can provide transparency to stakeholders.
• D. Use the Recall-Oriented Understudy for Gisting Evaluation (ROUGE) technique to ensure that the model is 100% accurate.
• E. Ensure that the model's inference time is within the accepted limits.

Correct answer: A, C

Explanation

Choosing A and C is correct because detecting imbalances in the data helps address potential bias, and evaluating the model's behavior provides necessary transparency to stakeholders. Options B and E focus on operational aspects rather than bias mitigation, and option D's aim for 100% accuracy is unrealistic and not aligned with responsible AI practices.