Mathematicians and computer scientists have developed and studied Artificial Intelligence (AI) for many decades. In 1950 Alan Turing, considered one of the fathers of computer science, proposed the "imitation game" (now called the Turing Test) to assess a computer's ability to interact in a fashion indistinguishable from a human. We discuss how AI systems work (without formulae or buzzwords), what we might expect in the coming decade, and how AI systems are playing an increasingly central role in culture and society, including our interactions with media and entertainment.