Artificial Intelligence A Guide for Thinking Humans

Mitchell, Melanie

ISBN 10: 1250758041 / ISBN 13: 9781250758040

Published by Farrar, Straus and Giroux, New York, 2019

About this Item

Covers have minor wear and soil. Corners lightly bumped. Binding tight except for first page. No writing. 317 pages including notes and index. Explains the origins of AI, how they work, what they can actually do and how they fail. Black and white figures. Size: 5.5 x 8.25.

Seller Inventory # 041105

Bibliographic Details

• Title: Artificial Intelligence A Guide for Thinking Humans
• Publisher: Farrar, Straus and Giroux, New York
• Publication Date: 2019
• Language: English
• ISBN 10: 1250758041
• ISBN 13: 9781250758040
• Binding: Paperback
• Condition: Good
• Seller catalogs:
  • Science/Technology/Construction

About this title

Synopsis

“After reading Mitchell’s guide, you’ll know what you don’t know and what other people don’t know, even though they claim to know it. And that’s invaluable.” ―The New York Times

A leading computer scientist brings human sense to the AI bubble.

No recent scientific enterprise has proved as alluring, terrifying, and filled with extravagant promise and frustrating setbacks as artificial intelligence. The award-winning author Melanie Mitchell, a leading computer scientist, now reveals AI’s turbulent history and the recent spate of apparent successes, grand hopes, and emerging fears surrounding it.

In Artificial Intelligence, Mitchell turns to the most urgent questions concerning AI today: How intelligent―really―are the best AI programs? How do they work? What can they actually do, and when do they fail? How humanlike do we expect them to become, and how soon do we need to worry about them surpassing us? Along the way, she introduces the dominant models of modern AI and machine learning, describing cutting-edge AI programs, their human inventors, and the historical lines of thought underpinning recent achievements. She meets with fellow experts such as Douglas Hofstadter, the cognitive scientist and Pulitzer Prize–winning author of the modern classic Gödel, Escher, Bach, who explains why he is “terrified” about the future of AI. She explores the profound disconnect between the hype and the actual achievements in AI, providing a clear sense of what the field has accomplished and how much further it has to go.

Interweaving stories about the science of AI and the people behind it, Artificial Intelligence brims with clear-sighted, captivating, and accessible accounts of the most interesting and provocative modern work in the field, flavored with Mitchell’s humor and personal observations. This frank, lively book is an indispensable guide to understanding today’s AI, its quest for “human-level” intelligence, and its impact on the future for us all.

About the Author

Melanie Mitchell has a Ph.D. in computer science from the University of Michigan, where she studied with the cognitive scientist and writer Douglas Hofstadter; together, they created the Copycat program, which makes creative analogies in an idealized world. The author or editor of several books (such as Complexity: A Guided Tour) and numerous scholarly papers, Mitchell is currently professor of computer science at Portland State University and external professor at the Santa Fe Institute.