AWS Certified AI Practitioner (AIF-C01) — Question 144

A company built an AI-powered resume screening system. The company used a large dataset to train the model. The dataset contained resumes that were not representative of all demographics.

Which core dimension of responsible AI does this scenario present?

Answer options

• A. Fairness
• B. Explainability
• C. Privacy and security
• D. Transparency

Correct answer: A

Explanation

The scenario highlights issues of fairness because the lack of diverse representation in the dataset can lead to biased outcomes in the AI model. This compromises the ability to treat all demographic groups equitably. The other options, while relevant to responsible AI, do not directly address the issue of biased representation in the training data.