Why It’s Interesting
How can you mathematically quantify fairness? This story attempts to offer an answer. The algorithm examined is known as COMPAS. It help judges determine whether a defendant should be kept in jail or be allowed out while awaiting trial. It attempts to predict the likelihood that a defendant will be arrested for a new crime during the trial-waiting period. Proponents argue that it replaces judges’ intuition and bias.
