AWS Certified AI Practitioner (AIF-C01) — Question 111

A company is developing a mobile ML app that uses a phone's camera to diagnose and treat insect bites. The company wants to train an image classification model by using a diverse dataset of insect bite photos from different genders, ethnicities, and geographic locations around the world.

Which principle of responsible AI does the company demonstrate in this scenario?

Answer options

• A. Fairness
• B. Explainability
• C. Governance
• D. Transparency

Correct answer: A

Explanation

The company is demonstrating fairness by ensuring that their dataset includes a wide range of demographics, which helps prevent bias in their model. This diversity is crucial for creating an equitable AI system that performs well across different populations. The other options, while important aspects of responsible AI, do not specifically relate to the inclusivity and representation in the dataset as fairness does.