Fear mongering about killer robots and the recent deaths connected with Uber and Tesla autonomous vehicles have rekindled concerns about AI. We are well beyond answering Alan Turing’s question, “can machines think?” There is now good reason to ask how we should think of AI, and what we should expect from it. There have been phenomenal advances in just the past few years. They are due in part to advances in processor technology. We now can train artificial neural networks in the time it would take to make a cup of coffee.