A leading computer scientist brings human sense to the AI bubble.
Melanie Mitchell is a professor of Computer Science at Portland State University and External Professor at the Santa Fe Institute. She is the author of An Introduction to Genetic Algorithms, a widely known introductory book published by MIT Press in 1996. She is also author of Complexity- A Guided Tour (Oxford University Press, 2009), which won the 2010 Phi Beta Kappa Science Book Award.
If you think you understand AI and all of the related issues, you
don't. By the time you finish this exceptionally lucid and
riveting book you will breathe more easily and wisely --
Michael Gazzaniga, author of The Consciousness Instinct
Melanie Mitchell writes about AI with a warm, friendly voice and an unpretentious brilliance that no machine could hope to match... for now -- Steven Strogatz, author of The Joy of X
Computers are capable of feats of astonishing intelligence, while at the same time lacking any semblance of common sense. Melanie Mitchell takes us through an enlightening tour of how artificial intelligence currently works, and how it falls short of true human understanding -- Sean Carroll, author of The Big Picture
A must read for anyone interested in the emerging revolution of AI, machine learning and big data. Mitchell lays bare the hyperbole and misconceptions that are being propagated in the media. This book can be, and should be, read by the proverbial man or woman-on-the-street, the Silicon Valley guru, members of Congress, or a student of the humanities, as well as by professional scientists and engineers. They will all profit enormously from it -- Geoffrey West, author of Scale
Mitchell cuts through the hype that the field of A.I. is often prone to and lays out what it does well, where it fails, and how it might do better -- George Musser, author of Spooky Action at a Distance
Melanie Mitchell deftly provides the reader with a keen, clear-sighted account of the history of AI and neural networks. A wonderfully informative book -- John Allen Paulos, author of Innumeracy