But wait, many would say. Are we going to sacrifice the accuracy of the model for fairness? Do we have to dumb down our algorithms? In some cases, yes. If we’re going to be equal before the law, or be treated equally as voters, we cannot stand for systems that drop us into different castes and treat us differently.*1
