The goals of AI have been defined in terms of the notion of intelligence. I do not pretend to be able to offer a definition of `intelligence'. However, most, if not all, of the important work in AI arises out of the attempt to understand three key characteristics of the kind of intelligence found in people and, to different degrees, other animals. The features are intentionality, flexibility, and productive laziness.