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  • Deep Thinking: Where Machine Intelligence Ends and Human Creativity Begins

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Deep Thinking: Where Machine Intelligence Ends and Human Creativity Begins Paperback – May 8, 2018

4.4 out of 5 stars (1,076)

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Garry Kasparov's 1997 chess match against the IBM supercomputer Deep Blue was a watershed moment in the history of technology. It was the dawn of a new era in artificial intelligence: a machine capable of beating the reigning human champion at this most cerebral game.

That moment was more than a century in the making, and in this breakthrough book, Kasparov reveals his astonishing side of the story for the first time. He describes how it felt to strategize against an implacable, untiring opponent with the whole world watching, and recounts the history of machine intelligence through the microcosm of chess, considered by generations of scientific pioneers to be a key to unlocking the secrets of human and machine cognition. Kasparov uses his unrivaled experience to look into the future of intelligent machines and sees it bright with possibility. As many critics decry artificial intelligence as a menace, particularly to human jobs, Kasparov shows how humanity can rise to new heights with the help of our most extraordinary creations, rather than fear them.
Deep Thinking is a tightly argued case for technological progress, from the man who stood at its precipice with his own career at stake.
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Editorial Reviews

Review

"The great Garry Kasparov takes on the key economic issue of our time: how we can thrive as humans in a world of thinking machines. This important and optimistic book explains what we as humans are uniquely qualified to do. Instead or wringing our hands about robots, we should all read this book and embrace the future."―p.p1 {margin: 0.0px 0.0px 0.0px 0.0px; font: 11.0px Calibri}span.s1 {font-kerning: none}Walter Isaacson, bestselling author of The Innovators

"Garry Kasparov's perspectives on artificial intelligence are borne of personal experience - and despite that, are optimistic, wise and compelling. It's one thing for the giants of Silicon Valley to tell us our future is bright; it is another thing to hear it from the man who squared off with the world's most powerful computer, with the whole world watching, and his very identity at stake."―
p.p1 {margin: 0.0px 0.0px 0.0px 0.0px; font: 11.0px Calibri}span.s1 {font-kerning: none}Charles Duhigg, bestselling author of Smarter Faster Better



"From the man at the epi-center of one the ten defining moments of the 20th century, a fascinating and insightful overview of how computers came to surpass humans at chess, and what it means for mankind. Deeply research and clearly exposited, it is also a revealing portrait of what it is like to a real-life John Henry pitted against the steam hammer."―
Ken Rogoff, bestselling author of This Time is Different

"A highly human exploration of artificial intelligence, its exciting possibilities and inherent limits."
Max Levchin, cofounder of PayPal, CEO of Affirm, and Silicon Valley angel investor

"Intelligent, absorbing...Thoughtful reading for anyone interested in human and machine cognition and a must for chess fans."―
Kirkus Reviews, starred review

"As Kasparov recounts in arresting detail what it felt like to compete cognitively with a machine, he extrapolates his experience into an optimistic perspective on how computerized intelligence can enhance rather than overwhelm human brainpower, and instead of only eliminating jobs and opportunities, can actually generate them."
Booklist

"Kasparov includes enough detail to satisfy chess enthusiasts, while providing a thrilling narrative for the casual reader. Deep Thinking delivers a rare balance of analysis and narrative, weaving commentary about technological progress with an inside look at one of the most important chess matches ever played."―
Demis Hassabis, Nature

"The raw emotion of [the loss to Deep Blue] bursts out of the pages of Kasparov's gripping story, which he fully recounts for the first time in
Deep Thinking... What is striking, and reassuring, is that far from raging against the machine, Kasparov marvels at the capabilities of computers and is excited by the possibilities for future collaboration...reads at times like a fast-paced psychological thriller."―John Thornhill, Financial Times

"
Deep Thinking is like Kasparov himself: fascinating, razor-sharp, and provocative. In it he finally tells us, twenty years later, what he's learned from participating in the most famous human vs. machine competition since John Henry. The answer is a huge amount, which is also what you'll learn from reading Deep Thinking."―Andrew McAfee, principal research scientist at MIT and coauthor of The Second Machine Age

"Garry Kasparov has been a true pioneer in both the theory and practice of human-machine intelligence.
Deep Thinking encompasses his wisdom in these areas in a highly entertaining and informative manner. I couldn't put it down, and don't think you will be able to either."―Tyler Cowen, author of The Great Stagnation

"Few people have a more interesting or illuminating perspective than Garry Kasparov.
Deep Thinking is a provocative and fascinating read that will challenge the conventional wisdom about our future."―Bill McDermott, CEO of SAP

About the Author

Garry Kasparov is a business speaker, global human rights activist, author, and former world chess champion. His keynote lectures and seminars on strategic thinking, achieving peak performance, and tech innovation have been acclaimed in dozens of countries. A frequent contributor to the Wall Street Journal, he is the author of two books, How Life Imitates Chess and Winter is Coming, each of which has been translated into more than a dozen languages. He is a Senior Visiting Fellow at the Oxford Martin School, working in cooperation with the Future of Humanity Institute. He lives in New York.

Mig Greengard is Spokesman and Senior Advisor to Garry Kasparov.

Product details

  • Publisher ‏ : ‎ PublicAffairs
  • Publication date ‏ : ‎ May 8, 2018
  • Edition ‏ : ‎ Reprint
  • Language ‏ : ‎ English
  • Print length ‏ : ‎ 304 pages
  • ISBN-10 ‏ : ‎ 1541773640
  • ISBN-13 ‏ : ‎ 978-1541773646
  • Item Weight ‏ : ‎ 9.6 ounces
  • Dimensions ‏ : ‎ 5.5 x 0.75 x 8.25 inches
  • Best Sellers Rank: #124,083 in Books (See Top 100 in Books)
  • Customer Reviews:
    4.4 out of 5 stars (1,076)

About the author

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Garry Kasparov
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Garry Kasparov grew up in Baku, Azerbaijan (USSR) and became the youngest ever world chess champion in 1985 at the age of 22. He held that title until 2000. He retired from professional chess in March 2005 to found the United Civil Front in Russia, and has dedicated himself to establishing free and fair elections in his homeland. A longtime contributing editor at The Wall Street Journal, Kasparov travels around the world to address corporations and business audiences on strategy and leadership, and he appears frequently in the international media to talk about both chess and politics. When not traveling he divides his time between Moscow and St. Petersburg.

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Customer reviews

4.4 out of 5 stars
1,076 global ratings
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Customers say

Customers find the book engaging and well-written, with one noting it serves as a must-read for AI enthusiasts. Moreover, they appreciate its informative content, particularly how it provides a clear context through chess examples, and one customer mentions it offers a refreshing perspective on AI strengths and weaknesses. Additionally, the storytelling receives positive feedback, with one customer highlighting the fantastic account of the Deep Blue match.
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26 customers mention content, 23 positive, 3 negative
Customers find the book fascinating and entertaining to read, with one customer specifically praising its coverage of computer chess.
What to expect: an optimistic, entertaining read, a good explanation of chess and history of computers in chess; entertaining, in-depth story of...Read more
Good book. A good amount of work on the topic compiled by Kasparov plus his insights & thoughts....Read more
A fascinating book. The tale of the first epic battle between human and machine, foreshadowing what is to come....Read more
A fantastic book from a truly great analytical mind of our times....Read more
19 customers mention informative, 17 positive, 2 negative
Customers find the book informative and insightful, particularly noting how chess provides a clear context for understanding human-machine interactions. One customer mentions it serves as a great resource for decision making, while another appreciates its balanced view of AI strengths and weaknesses.
Excellent insights and tows a delicate balance between optimism and reality when it comes to AI in the modern world Nice readRead more
Excellent and thought-provoking book!Read more
...It's fantastic insights into how human thinking is different from machine thinking, insights we can use for ourselves on how we can prevent...Read more
...If one has followed the career of Kasparov, this book will be very informative....Read more
8 customers mention writing style, 7 positive, 1 negative
Customers appreciate the writing style of the book.
I was disappointed. Kasparov is a good writer and a good speaker, but this book is a painfully detailed description of his chess matches against...Read more
...The book is well written, but is also informative.Read more
...I was pleasantly surprised by his writing and storytelling abilities....Read more
...Kasparov writes eloquently about the subject, and certainly researched the material in depth, which he combined with his personal competition...Read more
7 customers mention storytelling, 7 positive, 0 negative
Customers appreciate the storytelling in the book, with one customer highlighting the fantastic narrative about the Deep Blue match, while others praise the author's ability to engage readers.
Kasparov is a good storyteller....Read more
...I was pleasantly surprised by his writing and storytelling abilities....Read more
...of chess and history of computers in chess; entertaining, in-depth story of what went down with Deep Blue....Read more
Rather intriguing take on the future of computer dominated economy.Read more
Garry Kasparov – Deep Thinking | Review
5 out of 5 stars
Garry Kasparov – Deep Thinking | Review
Chess has been the drosophila of AI (and my personal obsession) for a long time. The 1997 chess match between Garry Kasparov (the Justin Bieber of chess culture, in my opinion) and IBM's Deep Blue was a watershed moment for both chess and technology. Two decades later, Kasparov reflects on the match in a more measured and insightful way than I had expected from the first few chapters of the book (where he comes off as a bitter technological determinist): "Romanticizing the loss of jobs to technology is little better than complaining that antibiotics put too many grave diggers out of work." (p. 42). By the end of the book, Kasparov adopts a more enlightened view of AI. The message he bears is that we should celebrate the capacity of technology to augment our human capabilities ("…technology can make us more human by freeing us to be more creative…", pg. 259). I read this book alongside "Behind Deep Blue" by Feng-Hsiung Hsu, the lead on the Deep Blue project. While the name of Kasparov's book "Deep Thinking" led me to believe I would get some unique perspective on AI, it is mostly a memoir about Kasparov's experiences with chess and chess engines. Hsu's book is also a memoir describing his 12-year journey designing the supercomputer, yet one that resonates better with engineers than chess hobbyists. Although both of these memoirs highlight the same 1997 match, the journey getting there and the lessons learned from it are uniquely each their own--they're best as a pair. Tl;dr: For those that are interested in chess or AI, the role of chess in AI, or vice versa, these two books give such fabulous insight. I highly recommend them.
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Top reviews from the United States

  • Reviewed in the United States on May 30, 2024
    Format: PaperbackVerified Purchase
    As a chess player (not a great one), I read with interest this book, which covers not only the computer chess revolution, but recent tech updates including AI and computer learning. Kasparov writes eloquently about the subject, and certainly researched the material in depth, which he combined with his personal competition against machines in the world of competitive chess. The author's strong personality definitely comes through in his writing, and that can either be an enhancement or a slight turnoff. Either way, you are guaranteed to learn a great deal on the variety of subjects covered. Recommended.
    One person found this helpful
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  • Reviewed in the United States on June 29, 2017
    Format: HardcoverVerified Purchase
    Deep Thinking is Kasparov's story of his match against Deep Blue and the evolution of playing against chess programs. The book tries to touch on the penetration of AI in society today and the author brings his perspective on the benefits of technology to today's world. This book is largely about the author's experience of the improvements in chess programming, how he faced it psychologically and how he prepared for games in this new era. Much of the book is the author detailing his thought process through these headline matches and his narrative on his behavior and the process broadly. If one has followed the career of Kasparov, this book will be very informative. If one is looking for a book on AI in chess programming, it isn't really about that.

    The author starts with two goals, to discuss the growth of AI and use of computers in today's society and what it should mean for people given his experience in a job which was directly impacted by it as well as to give an account of the matches he endured against deep blue. The author starts by discussing early AI, the coverage is definitely not comprehensive but it gives the reader a good sense of how computation evolved and early ideas on AI and how to program it. The author discusses early pioneers in computer science and how some viewed chess as an admirable AI project given its complexity. Kasparov gives you a sense of the early computer days and the ideas used to program chess. In particular the easiest and easiest idea was to define an objective function for the computer to maximize in its search that valued chess pieces accurately. The author also discusses how databases were then added so that computers could improve efficiency by looking up positions from these databases. The author spends time on people and pattern recognition and how the mind works. The author's views on the technical subjects are well informed but not the focus. The author then gets into the detailing of his games against deep blue and the developers at IBM. He discusses both matches in great depth and discusses the commentary. It is interesting but probably more interesting to those who followed closely the matches and recall the atmosphere at the time. The author discusses how he focused on avoiding tactical positions where a computer would always be more effective and instead focus on strategic goals which were far harder for a computer to be able to capture in an objective function. One gets a better sense of high level chess and how a world champion thinks. The match against Deep Blue where Kasparov lost is the biggest focus and he discusses various moves and his strategy as well as his thinking on positions which were supposed turning points. Again if one had followed the match I suspect this resonates more but it is entertaining for those who did not. The author then discusses how chess is learned today and the broad use of computers in learning and strategy development. It discusses how computers can aid our development but can also be used as too much of a crutch.

    All in all Deep Thinking was an entertaining read. It is definitely more for the chess aficionado than those interested in AI. I also think reading the book gets the reader more interested in chess so that also might be a good reason to read it. The techno optimism part of the book is well reasoned but definitely there is far better material out there on how to think about technology and its impact on the future than a book on how a professional chess player was impacted by it but it is a valuable perspective nonetheless. Entertaining if one has the time.
    18 people found this helpful
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  • Reviewed in the United States on June 22, 2024
    Enjoyed the perspective from someone who has been a user and receiver of AI capability for more years than many have been alive. A unique view.
  • Reviewed in the United States on July 13, 2025
    Format: HardcoverVerified Purchase
    Reading this lifts one from the muck of common thinking. Very cleansing in all positive ways. A great gift for us all, thank you.
  • Reviewed in the United States on May 28, 2018
    Format: HardcoverVerified Purchase
    This book was recommended by a work colleague. It sounded like an interesting title and loosely relevant to the A.I. project we were performing. After three weeks, we both admitted that neither of us could get through it. The writing style is painfully repetitive and mostly Kasparov boasting how smart he is, even when he would lose to a computer. I am still only 1/2 done and struggle to read just one more page. 3 stars is generous.
    One person found this helpful
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  • Reviewed in the United States on June 29, 2017
    Format: KindleVerified Purchase
    I got this book because I am big fan of Kasparov and thought it might be interesting to see his take on artificial intelligence. I was pleasantly surprised by his writing and storytelling abilities. I guess I just assumed that 3/4 of his brain was dedicated solely to chess, but he is really well rounded. There is a large section of the book detailing his side of the story against Deep Blue which is fascinating and illuminating. I highly recommend this book!
    3 people found this helpful
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  • Reviewed in the United States on July 15, 2017
    This is what Garry Kasparov has to tell in his new book, "Deep Thinking, where machine intelligence ends and human creativity begins".

    Garry Kasparov is a Russian born chess world champion and maybe the best grand master in history. After living in the soviet Azerbaijan he and his family escaped during the collapse of the Soviet Union. A democratic leader and opponent to the Putin regime he had to move to the US in 2013. He is the chairman of the Human Rights Foundation and has worked in defense of human rights and freedom for a long time.

    This combination of chess master, computer geek and freedom lover permeates in his new book. He is a believer in the potential of humanity under a free systems despite its natural paradoxes.

    "Even the most disciplined human mind wanders in the heat of competition. This is both a weakness and a strength of human cognition. Sometimes these undisciplined wanderings only weaken your analysis. Other times they lead to inspiration, to beautiful or paradoxical moves that were not on your initial list of candidates."

    In Deep Thinking, Kasparov narrates his experience loosing against Deep Blue, IBM's supercomputer in a chess match in 1997. When a computer beat the world chess champion it became a tipping point for media and the public in the race of machine against humans. Beyond a historic recollection of the events and some inside details that were not made public back then, Kasparov's book is a call for hope. Having experienced in person the overwhelming brute power of a computer he is not naïve in being optimist.

    "Few people in the world know better than I do what it’s like to have your life’s work threatened by a machine. No one was sure what would happen if and when a chess machine beat the world champion."

    The main thesis of Kasparov is that we can't know what is going to happen in the future but we should start from accepting that progress is unstoppable and desirable, therefore we shouldn't pretend to defend ourselves by holding it back.

    "We don’t get to pick and choose when technological progress stops, or where. Companies are globalized and labor is becoming nearly as fluid as capital. People whose jobs are on the chopping block of automation are afraid that the current wave of tech will impoverish them, but they also depend on the next wave of technology to generate the economic growth that is the only way to create sustainable new jobs. Even if it were possible to mandate slowing down the development and implementation of intelligent machines (how?), it would only ease the pain for a few for a little while and make the situations worse for everyone in the long run."

    Instead we should embrace change and formulate tougher and deeper questions. The combination of human creativity and machine brute power is super powerful, instead of fear of Artificial Intelligence - AI (machines replacing humans) we need Intelligence Amplification - IA (machines enhancing humans)

    "We aren’t competing against our machines, no matter how many human jobs they can do. We are competing with ourselves to create new challenges and to extend our capabilities and to improve our lives. In turn, these challenges will require even more capable machines and people to build them and train them and maintain them—until we can make machines that do those things too, and the cycle continues. If we feel like we are being surpassed by our own technology it’s because we aren’t pushing ourselves hard enough, aren’t being ambitious enough in our goals and dreams. Instead of worrying about what machines can do, we should worry more about what they still cannot do."

    It is in the proper combination of humans and machines that we can reach our full potential.

    "A clever process beat superior knowledge and superior technology. It didn’t render knowledge and technology obsolete, of course, but it illustrated the power of efficiency and coordination to dramatically improve results. I represented my conclusion like this: weak human + machine + better process was superior to a strong computer alone and, more remarkably, superior to a strong human + machine + inferior process."

    But Kasparov positive vision has a caveat. It won't occur unless we have ambitious projects to pursuit and make important changes in politics, R&D, international cooperation and education.

    "America still possesses the unique potential to innovate on a scale that can push the entire world economy forward. A world in which America is content with mediocrity is, literally, a much poorer world.

    R&D budgets have been slashed over the years as investors take a skeptical view of anything that doesn't feed the bottom line. Government-backed research tends to favor specific budgets to fit an existing need, not ambitious, open-ended mission to answer big questions.

    Trade wars and restrictive immigration regulations will limit America’s ability to attract the best and brightest minds, minds needed for this and every forthcoming Sputnik moment."

    That our classrooms still mostly look like they did a hundred years ago isn’t quaint; it’s absurd. How can a teacher or even a stack of books be the sole source of information for kids who can access the sum of all human knowledge in seconds from a device in their pockets."
    Kasparov's book is recommended to those worried about the future. I rate 4 stars because the book is a little repetitive and circular which makes the message less powerful and the reading a little weary
    10 people found this helpful
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  • Cliente de Amazon
    4.0 out of 5 stars Very interesting reading / Interesante lectura
    Reviewed in Mexico on September 23, 2017
    Garry walks you through his encounters with computer chess (being a Grandmaster himself) from the very beginnings all the way to IBM's Deep Blue who beat him in the late 90's. Being honest, I always believed that machines were straight up better in chess than any human because of their processing power, however Kasparov explains in a pretty detailed way how this is not correct, there's is in fact some sort of "computer playing style" that can be challenge by "human playing style". I'm not an expert in chess so I won't spoil all that for you but sure is a great read for chess and AI fans.

    ___

    En este libro, Kasparov cuenta su historia enfrentando a "máquinas de ajedrez" o software de ajedrez siendo el uno de los Grandmasters de la disciplina; desde sus primeros encuentros hasta su enfrentamiento (y derrota) contra Deep Blue de IBM a finales de los 90. Siendo honesto, siempre creí que las computadoras eran mejores que los humanos en el ajedrez por su capacidad de procesar movimientos, sin embargo Kasparov demuestra que existe el "estilo de juego de computadora" y el "estilo de juego humano" y que pueden ser igual de competitivos. No entraré en detalles porque no soy experto en ajedrez pero lo recomiendo mucho si eres aficionado del ajedrez o la inteligencia artificial.
    Report
  • Philipp Gerbert
    5.0 out of 5 stars A world history event - described by hte main protagonist
    Reviewed in Germany on July 2, 2017
    There are many books on AI and observations on what it might mean for us.

    But there is only one person that has been the first to be pitted against a machine with the entire world watching in an activity he dedicated his life to and had become a great world champion in. The personal account of the historic 1997 chess match Garry Kasparov vs Deep Blue is rendered even more interesting as Garry was still the stronger player at that stage – and still was beaten.

    Chess had already lost its status as the ‘standard organism’ for AI, maintained until the late 80s, before the match, and the specific strengths and weaknesses of ‘brute-force-based’ man vs machine before Deep Learning are of modest relevance for the future of AI. But the personal account of a highly symbolic event in world history will always remain both fascinating and instructive.

    Philipp Gerbert
  • Alex C
    5.0 out of 5 stars Five Stars
    Reviewed in Canada on May 17, 2018
    Format: HardcoverVerified Purchase
    Good book. Will recommend for every one.
  • Kindle Customer
    5.0 out of 5 stars Excellent
    Reviewed in Brazil on June 29, 2017
    Well written and full of very useful insights. Mr. Kasparov, please write more books! A must read for every A.I. enthusiast.
  • Guido D'Alessandro
    4.0 out of 5 stars Una visione strategica del futuro
    Reviewed in Italy on June 24, 2020
    Kasparov dimostra di essere più che un genio degli scacchi: per l'epoca storica in cui ha vissuto e per tendenze caratteriali ha acquisito una particolare sensibilità nel giudicare grandi processi storici. Il libro aiuta a sfatare facili miti sull'intelligenza artificiale, ampliando con intelligenza la visuale dalle macchine che sconfiggono gli esseri umani sulla scacchiera a quelle che li rimpiazzano poco alla volta; nonostante la sua vicenda personale di primo campione ad essere battuto da un computer in una gara regolare, l'autore ha una visione sobria e non pessimista di un futuro di cooperazione tra uomo e macchina. C'è qualche ripetizione dei concetti, ma è un testo ottimamente scritto, spiritoso e acuto come molta saggistica anglofona e perfettamente leggibile anche per chi non è esperto negli scacchi.