Fairness in AI Solutions Quiz

Quiz covering Responsible AI Principles

Questions in this quiz

A preview of the 5 questions covered. Start the quiz above to answer them, check your score, and read the explanations.

1. 1

   What is the primary goal of incorporating fairness principles into AI development?

2. 2

   You are training a hiring algorithm to filter resumes. You notice the training data contains historical biases where certain demographics were underrepresented. Which approach best addresses this fairness concern?

3. 3

   When evaluating an AI model for fairness, what does the concept of 'Equal Opportunity' imply?

4. 4

   A loan approval AI system is found to be rejecting applicants from a specific zip code at a higher rate than others. Why is this considered an 'indirect bias'?

5. 5

   In a scenario where you must choose between model accuracy and model fairness, which of the following is the most responsible action according to AI ethics frameworks?