Artificial intelligence is playing a growing role in our lives, in private and public spheres, in ways large and small. Machine learning tools help determine the ads you see on Facebook and routes you take to get to work. They might also be making decisions about your health care and immigration status. Government agencies at the local and federal level are exploring, and in many cases already using, automated tools to allocate resources and monitor people. This raises significant civil rights and civil liberties concerns.