Long-time IBMer (and since retiring associated with MIT) Irving Wladawsky-Berger and I discuss artificial intelligence. We cover some of the great gains made with machine learning and the gains still to come. But we also talk about the other notions of intelligence, such as those from the cognitive science field and elsewhere.