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Artificial Intelligence

Autor Melanie Mitchell
en Limba Engleză Paperback – 16 noi 2020
Melanie Mitchell separates science fact from science fiction in this sweeping examination of the current state of AI and how it is remaking our world

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.
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Specificații

ISBN-13: 9781250758040
ISBN-10: 1250758041
Pagini: 336
Dimensiuni: 138 x 208 x 32 mm
Greutate: 0.27 kg
Editura: Pan Macmillan

Notă biografică

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 and Complexity: A Guided Tour, which won the 2010 Phi Beta Kappa Science Book Award.


Recenzii

Melanie Mitchell deftly provides the reader with a keen, clear-sighted account of the history of AI and neural networks. Awonderfully informativebook
Melanie Mitchell writes about AI with a warm, friendly voice and an unpretentious brilliance that no machine could hope to match... for now
Computers are capable of feats of astonishing intelligence, while at the same time lacking any semblance of common sense. Melanie Mitchell takes us through anenlightening tour of how artificial intelligence currently works, and how it falls short of true human understanding
A must readfor 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
Mitchellcuts through the hypethat 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
Melanie Mitchell deftly provides the reader with a keen, clear-sighted account of the history of AI and neural networks. Awonderfully informativebook

Descriere

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'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

A leading computer scientist brings human sense to the AI bubble

No recent scientific enterprise has been so alluring, terrifying and filled with extravagant promise and frustrating setbacks as artificial intelligence. Writing with clarity and passion, leading AI researcher Melanie Mitchell offers a captivating account of modern-day artificial intelligence.

Flavoured with personal stories and a twist of humour, Artificial Intelligence illuminates the workings of machines that mimic human learning, perception, language, creativity and common sense. Weaving together advances in AI with cognitive science and philosophy, Mitchell probes the extent to which today's 'smart' machines can actually think or understand, and whether AI even requires such elusive human qualities at all.

Artificial Intelligence: A Guide for Thinking Humans provides readers with an accessible and clear-eyed view of the AI landscape, what the field has actually accomplished, how much further it has to go and what it means for all of our futures.