- Mark Cuban: "I hadn't been convinced that it was prime time for AI. It is." source ↗
Pedro Domingos's sweeping tour of machine learning, organized around the five 'tribes' of the field — symbolists, connectionists, evolutionaries, Bayesians, and analogizers — each with its own master algorithm, and his argument that the ultimate learning machine will merge them. Written for the general reader by a University of Washington professor, it is the book that put the field's full shape in one place.
Cuban's quote is a conversion story: 'I hadn't been convinced that it was prime time for AI. It is.' A founder's value from the book is strategic rather than technical — understanding the different approaches to learning so you can place bets on which ones will dominate (and hire against that view), and recognizing when a technology you had filed under 'not ready' has crossed the threshold. Cuban's public reversal, in an interview, is itself the lesson: update on evidence.