Deep Thinking

Deep Thinking Author Garry Kasparov
ISBN-10 9781473653528
Year 2017-06-01
Pages 288
Language en
Publisher Hachette UK
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In May 1997, the world watched as Garry Kasparov, the greatest chess player in the world, was defeated for the first time by the IBM supercomputer Deep Blue. It was a watershed moment in the history of technology: machine intelligence had arrived at the point where it could best human intellect. It wasn't a coincidence that Kasparov became the symbol of man's fight against the machines. Chess has long been the fulcrum in development of machine intelligence; the hoax automaton 'The Turk' in the 18th century and Alan Turing's first chess program in 1952 were two early examples of the quest for machines to think like humans -- a talent we measured by their ability to beat their creators at chess. As the pre-eminent chessmaster of the 80s and 90s, it was Kasparov's blessing and his curse to play against each generation's strongest computer champions, contributing to their development and advancing the field. Like all passionate competitors, Kasparov has taken his defeat and learned from it. He has devoted much energy to devising ways in which humans can partner with machines in order to produce results better than either can achieve alone. During the twenty years since playing Deep Blue, he's played both with and against machines, learning a great deal about our vital relationship with our most remarkable creations. Ultimately, he's become convinced that by embracing the competition between human and machine intelligence, we can spend less time worrying about being replaced and more thinking of new challenges to conquer. In this breakthrough book, Kasparov tells his side of the story of Deep Blue for the first time -- what it was like to strategize against an implacable, untiring opponent -- the mistakes he made and the reasons the odds were against him. But more than that, he tells his story of AI more generally, and how he's evolved to embrace it, taking part in an urgent debate with philosophers worried about human values, programmers creating self-learning neural networks, and engineers of cutting edge robotics.

The Knowledge Illusion

The Knowledge Illusion Author Steven Sloman
ISBN-10 9781509811052
Year 2017-04-06
Pages
Language en
Publisher Pan Macmillan
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Human reasoning is remarkably shallow - in fact, our thinking and justifications just scratch the surface of the true complexity of the issues we deal with. The ability to think may still be the greatest wonder in the world (and beyond), but the way that individuals think is less than ideal. In The Knowledge Illusion, Sloman and Fernbach show that our intelligence resides not in individual brains but in the collective mind. To function, individuals rely not only on knowledge that is stored within our skulls but also on knowledge stored elsewhere, be it in our bodies, in the environment or especially in other people. Put together, human thought is incredibly impressive, but at its deepest level it never belongs to any individual alone. And yet the mind supports the most sublime, incredible phenomenon of all: consciousness. How can any of this be possible with a mind that is so imperfect? This is one of the key challenges confronted in this book. The Knowledge Illusion ties together established scientific facts whilst also considering what the mind is for. Understanding why the mind is as it is, and what it is for, will show why we need to consider it as extending beyond our skulls; why we should think about 'the mind' as far more than an extension of the brain but as an emergence from multiple brains interacting. Simply put, individuals know relatively little, but the human hive that emerges when people work together knows a lot.

How Life Imitates Chess

How Life Imitates Chess Author Garry Kasparov
ISBN-10 1596918276
Year 2010-08-10
Pages 240
Language en
Publisher Bloomsbury Publishing USA
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Garry Kasparov was the highest-rated chess player in the world for over twenty years and is widely considered the greatest player that ever lived. In How Life Imitates Chess Kasparov distills the lessons he learned over a lifetime as a Grandmaster to offer a primer on successful decision-making: how to evaluate opportunities, anticipate the future, devise winning strategies. He relates in a lively, original way all the fundamentals, from the nuts and bolts of strategy, evaluation, and preparation to the subtler, more human arts of developing a personal style and using memory, intuition, imagination and even fantasy. Kasparov takes us through the great matches of his career, including legendary duels against both man (Grandmaster Anatoly Karpov) and machine (IBM chess supercomputer Deep Blue), enhancing the lessons of his many experiences with examples from politics, literature, sports and military history. With candor, wisdom, and humor, Kasparov recounts his victories and his blunders, both from his years as a world-class competitor as well as his new life as a political leader in Russia. An inspiring book that combines unique strategic insight with personal memoir, How Life Imitates Chess is a glimpse inside the mind of one of today's greatest and most innovative thinkers.

Deep Thinking

Deep Thinking Author William Byers
ISBN-10 9789814618052
Year 2014-09-22
Pages 264
Language en
Publisher World Scientific
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There is more than one way to think. Most people are familiar with the systematic, rule-based thinking that one finds in a mathematical proof or a computer program. But such thinking does not produce breakthroughs in mathematics and science nor is it the kind of thinking that results in significant learning. Deep thinking is a different and more basic way of using the mind. It results in the discontinuous “aha!” experience, which is the essence of creativity. It is at the heart of every paradigm shift or reframing of a problematic situation. The identification of deep thinking as the default state of the mind has the potential to reframe our current approach to technological change, education, and the nature of mathematics and science. For example, there is an unbridgeable gap between deep thinking and computer simulations of thinking. Many people suspect that such a gap exists, but find it difficult to make this intuition precise. This book identifies the way in which the authentic intelligence of deep thinking differs from the artificial intelligence of “big data” and “analytics”. Deep thinking is the essential ingredient in every significant learning experience, which leads to a new way to think about education. It is also essential to the construction of conceptual systems that are at the heart of mathematics and science, and of the technologies that shape the modern world. Deep thinking can be found whenever one conceptual system morphs into another. The sources of this study include the cognitive development of numbers in children, neuropsychology, the study of creativity, and the historical development of mathematics and science. The approach is unusual and original. It comes out of the author's lengthy experience as a mathematician, teacher, and writer of books about mathematics and science, such as How Mathematicians Think: Using Ambiguity, Contradiction, and Paradox to Create Mathematics and The Blind Spot: Science and the Crisis of Uncertainty. Contents:What is Deep Thinking?Conceptual SystemsDeep Thinking in Mathematics and ScienceDeep Thinking in the Mind and the BrainDeep Thinking and CreativityDeep LearningGood TeachingUndergraduate MathematicsWhat the Mind Can Teach Us About MathematicsWhat Mathematics Can Teach Us About the MindReferences Readership: Students, graduate students and researchers with an interest in mathematics, mathematicians, scientists, philosophers, psychologists, and readers who use mathematics in their work. Key Features:In this book, the author, a mathematician, demonstrates the specific difference between creative mathematical thought and the analytic thought of logic and the artificial intelligence of computersThis book shows why learning is a creative activity and demonstrates how teaching and learning must undergo radical changes in this age of rapid technological changeMathematics is a model for how people think and it reveals the essence of intelligenceThe author, a mathematician, demonstrates that creativity is a basic feature of the world. The same phenomenon of creative intelligence underlies the theory of evolution, child development, learning, and scientific and mathematical research. Creativity is so natural that even babies are capable of it but so difficult that adults have great trouble with it. This book explains the reasons behind this apparent paradoxKeywords:Mathematics;Cognitive Development;Thinking;Education;Mathematics Education;Conceptual Systems

Winter Is Coming

Winter Is Coming Author Garry Kasparov
ISBN-10 9781782397885
Year 2015-10-27
Pages 320
Language en
Publisher Atlantic Books Ltd
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The ascension of Vladimir Putin - a former lieutenant colonel of the KGB - to the presidency of Russia in 1999 was a strong signal that the country was headed away from democracy. Yet in the intervening years - as America and the world's other leading powers have continued to appease him - Putin has grown not only into a dictator but an international threat. With his vast resources and nuclear arsenal, Putin is at the centre of a worldwide assault on political liberty and the modern world order. For Garry Kasparov, none of this is news. He has been a vocal critic of Putin for over a decade, even leading the pro-democracy opposition to him in the farcical 2008 presidential election. Yet years of seeing his Cassandra-like prophecies about Putin's intentions fulfilled have left Kasparov with a darker truth: Putin's Russia, like ISIS or Al Qaeda, defines itself in opposition to the free countries of the world. As Putin has grown ever more powerful, the threat he poses has grown from local to regional and finally to global. In this urgent book, Kasparov shows that the collapse of the Soviet Union was not an endpoint - only a change of seasons, as the Cold War melted into a new spring. But now, after years of complacency and poor judgement, winter is once again upon us. Argued with the force of Kasparov's world-class intelligence, conviction and hopes for his home country, Winter Is Coming reveals Putin for what he is: an existential danger hiding in plain sight.

Artificial Intelligence and Literary Creativity

Artificial Intelligence and Literary Creativity Author Selmer Bringsjord
ISBN-10 9781135692469
Year 1999-09-01
Pages 262
Language en
Publisher Psychology Press
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Is human creativity a wall that AI can never scale? Many people are happy to admit that experts in many domains can be matched by either knowledge-based or sub-symbolic systems, but even some AI researchers harbor the hope that when it comes to feats of sheer brilliance, mind over machine is an unalterable fact. In this book, the authors push AI toward a time when machines can autonomously write not just humdrum stories of the sort seen for years in AI, but first-rate fiction thought to be the province of human genius. It reports on five years of effort devoted to building a story generator--the BRUTUS.1 system. This book was written for three general reasons. The first theoretical reason for investing time, money, and talent in the quest for a truly creative machine is to work toward an answer to the question of whether we ourselves are machines. The second theoretical reason is to silence those who believe that logic is forever closed off from the emotional world of creativity. The practical rationale for this endeavor, and the third reason, is that machines able to work alongside humans in arenas calling for creativity will have incalculable worth.

Superintelligence

Superintelligence Author Nick Bostrom
ISBN-10 9780199678112
Year 2014
Pages 328
Language en
Publisher Oxford University Press (UK)
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Human beings occupy a dominant position on our planet, not because we have stronger muscles or sharper teeth than other species, but because we have smarter brains. Our brains developed the technologies and the complex social organization that make us powerful. For example, our smartness gave us bulldozers and knives that are stronger and sharper than any animal's muscles or teeth.If machine brains come to surpass human brains as ours surpass those of other animals, the machine brains could become as powerful relative to us as we are to the other animals. Extreme levels of machine intelligence - superintelligence - would potentially be in a position to shape the future. What happens to humanity, whether humanity would even survive, would then depend on the goals of the superintelligence. The possibility of a machine intelligence revolution is therefore an extremely important topic. Perhaps it is the most important topic.Readership : Suitable for general readers as well as academics in the fields of Artificial Intelligence and Machine Learning, Computer Science, and Philosophy.

Kasparov and Deep Blue

Kasparov and Deep Blue Author Bruce Pandolfini
ISBN-10 9780684848525
Year 1997-10-16
Pages 171
Language en
Publisher Simon and Schuster
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Follows the historical chess tournament between world chess champion Garry Kasparov and the chess program Deep Blue, in a game-by-game, play-by-play analysis

The Mathematical Corporation

The Mathematical Corporation Author Josh Sullivan
ISBN-10 9781610397896
Year 2017-06-06
Pages 304
Language en
Publisher Hachette UK
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The most powerful weapon in business today is the alliance between the mathematical smarts of machines and the imaginative human intellect of great leaders. Together they make the mathematical corporation, the business model of the future. We are at a once-in-a-decade breaking point similar to the quality revolution of the 1980s and the dawn of the internet age in the 1990s: leaders must transform how they run their organizations, or competitors will bring them crashing to earth--often overnight. Mathematical corporations--the organizations that will master the future--will outcompete high-flying rivals by merging the best of human ingenuity with machine intelligence. While smart machines are weapon number one for organizations, leaders are still the drivers of breakthroughs. Only they can ask crucial questions to capitalize on business opportunities newly discovered in oceans of data. This dynamic combination will make possible the fulfillment of missions that once seemed out of reach, even impossible to attain. Josh Sullivan and Angela Zutavern's extraordinary examples include the entrepreneur who upended preventive health care, the oceanographer who transformed fisheries management, and the pharmaceutical company that used algorithm-driven optimization to boost vaccine yields. Together they offer a profoundly optimistic vision for a dazzling new phase in business, and a playbook for how smart companies can manage the essential combination of human and machine.

Snuffing Out the Moon

Snuffing Out the Moon Author Osama Siddique
ISBN-10 9789386651556
Year 2017-07-17
Pages 400
Language en
Publisher Penguin Random House India Private Limited
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2084 BCE: In the great city of Mohenjodaro, along the banks of the Indus, a young man named Prkaa grows increasingly mistrustful of the growing authority of a cult of priests. 455 CE: In the fabled university city of Takshasilla, Buddhamitra, a monk, is distressed by how his colleagues seem to have lost sight of the essence of the Buddha's message of compassion. 1620 CE: During the reign of the Mughal emperor Jahangir, a pair of itinerant fortune-seekers endeavour to swindle the patrician elite, only to find themselves utterly disillusioned. 1857 CE: Mirza Sahib, a wandering minstrel, traverses the realms of human deception even as a rebellion against the British Raj is advancing across India. 2009 CE: In contemporary Lahore, the widow Rafiya Begum navigates legal complexities in order to secure her rights and fend off predatory charlatans. 2084 CE: A scholar revisits the known history of the cataclysmic events that led to world-domination by ruthless international water conglomerates. Across epochs and civilizations, these are intensely personal journeys that investigate the legitimacy of religion and authority, and chronicle the ascent of dissent.

AI

AI Author Margaret A. Boden
ISBN-10 9780198777984
Year 2016-05-26
Pages 202
Language en
Publisher Oxford University Press
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The applications of Artificial Intelligence lie all around us; in our homes, schools and offices, in our cinemas, in art galleries and - not least - on the Internet. The results of Artificial Intelligence have been invaluable to biologists, psychologists, and linguists in helping to understand the processes of memory, learning, and language from a fresh angle. As a concept, Artificial Intelligence has fuelled and sharpened the philosophical debates concerning the nature of the mind, intelligence, and the uniqueness of human beings. Margaret A. Boden reviews the philosophical and technological challenges raised by Artificial Intelligence, considering whether programs could ever be really intelligent, creative or even conscious, and shows how the pursuit of Artificial Intelligence has helped us to appreciate how human and animal minds are possible.

Robot

Robot Author Hans Moravec
ISBN-10 0195136306
Year 2000
Pages 227
Language en
Publisher Oxford University Press on Demand
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Moravec predicts a near-future in which robots will not only attain human levels of intelligence, they will also first displace human workers and then completely supplant humanity.

Heart of the Machine

Heart of the Machine Author Richard Yonck
ISBN-10 9781628727340
Year 2017-03-07
Pages 328
Language en
Publisher Skyhorse Publishing, Inc.
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For Readers of Ray Kurzweil and Michio Kaku, a New Look at the Cutting Edge of Artificial Intelligence Imagine a robotic stuffed animal that can read and respond to a child’s emotional state, a commercial that can recognize and change based on a customer’s facial expression, or a company that can actually create feelings as though a person were experiencing them naturally. Heart of the Machine explores the next giant step in the relationship between humans and technology: the ability of computers to recognize, respond to, and even replicate emotions. Computers have long been integral to our lives, and their advances continue at an exponential rate. Many believe that artificial intelligence equal or superior to human intelligence will happen in the not-too-distance future; some even think machine consciousness will follow. Futurist Richard Yonck argues that emotion, the first, most basic, and most natural form of communication, is at the heart of how we will soon work with and use computers. Instilling emotions into computers is the next leap in our centuries-old obsession with creating machines that replicate humans. But for every benefit this progress may bring to our lives, there is a possible pitfall. Emotion recognition could lead to advanced surveillance, and the same technology that can manipulate our feelings could become a method of mass control. And, as shown in movies like Her and Ex Machina, our society already holds a deep-seated anxiety about what might happen if machines could actually feel and break free from our control. Heart of the Machine is an exploration of the new and inevitable ways in which mankind and technology will interact.

MATLAB Deep Learning

MATLAB Deep Learning Author Phil Kim
ISBN-10 9781484228456
Year 2017-06-15
Pages 151
Language en
Publisher Apress
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Get started with MATLAB for deep learning and AI with this in-depth primer. In this book, you start with machine learning fundamentals, then move on to neural networks, deep learning, and then convolutional neural networks. In a blend of fundamentals and applications, MATLAB Deep Learning employs MATLAB as the underlying programming language and tool for the examples and case studies in this book. With this book, you'll be able to tackle some of today's real world big data, smart bots, and other complex data problems. You’ll see how deep learning is a complex and more intelligent aspect of machine learning for modern smart data analysis and usage. What You'll Learn Use MATLAB for deep learning Discover neural networks and multi-layer neural networks Work with convolution and pooling layers Build a MNIST example with these layers Who This Book Is For Those who want to learn deep learning using MATLAB. Some MATLAB experience may be useful.

The Measure of All Minds

The Measure of All Minds Author José Hernández-Orallo
ISBN-10 1107153018
Year 2017-01-11
Pages 558
Language en
Publisher Cambridge University Press
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Are psychometric tests valid for a new reality of artificial intelligence systems, technology-enhanced humans, and hybrids yet to come? Are the Turing Test, the ubiquitous CAPTCHAs, and the various animal cognition tests the best alternatives? In this fascinating and provocative book, José Hernández-Orallo formulates major scientific questions, integrates the most significant research developments, and offers a vision of the universal evaluation of cognition. By replacing the dominant anthropocentric stance with a universal perspective where living organisms are considered as a special case, long-standing questions in the evaluation of behavior can be addressed in a wider landscape. Can we derive task difficulty intrinsically? Is a universal g factor - a common general component for all abilities - theoretically possible? Using algorithmic information theory as a foundation, the book elaborates on the evaluation of perceptual, developmental, social, verbal and collective features and critically analyzes what the future of intelligence might look like.