Quiz: Individual and Counterfactual Fairness Approaches

Individual fairness requires that similar individuals receive similar treatment from AI systems.

In the context of recruitment algorithms, what must be identified to ensure individual fairness?

Counterfactual fairness involves considering what would happen if certain protected attributes had been different.

What is one key step in implementing counterfactual fairness?

Implementation strategies for fairness approaches must include regular monitoring processes to detect emerging fairness issues.