How to make algorithms fair when you don't know what they're doing

Life-changing decisions are happening in the dark. Machine-learning algorithms now determine decisions from loan applications to cancer diagnoses. In France, they place children in schools. In the US, they determine prison sentences. They can set credit scores and insurance rates, and decide the fate of job candidates and university applicants.