Equal Opportunity

A fairness metric requiring that the true positive rate (sensitivity/recall) is the same for all protected groups.

A simpler fairness check: among people who actually deserve a "yes" (like qualified loan applicants), does the AI say "yes" at the same rate for all groups?

For AI systems that determine access to opportunities such as employment, education or credit, equal opportunity is a critical governance metric that demonstrates your organisation treats all qualified individuals fairly.