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Author: Erik J. Larson Publisher: Harvard University Press ISBN: 0674983513 Category : Computers Languages : en Pages : 321
Book Description
“Artificial intelligence has always inspired outlandish visions—that AI is going to destroy us, save us, or at the very least radically transform us. Erik Larson exposes the vast gap between the actual science underlying AI and the dramatic claims being made for it. This is a timely, important, and even essential book.” —John Horgan, author of The End of Science Many futurists insist that AI will soon achieve human levels of intelligence. From there, it will quickly eclipse the most gifted human mind. The Myth of Artificial Intelligence argues that such claims are just that: myths. We are not on the path to developing truly intelligent machines. We don’t even know where that path might be. Erik Larson charts a journey through the landscape of AI, from Alan Turing’s early work to today’s dominant models of machine learning. Since the beginning, AI researchers and enthusiasts have equated the reasoning approaches of AI with those of human intelligence. But this is a profound mistake. Even cutting-edge AI looks nothing like human intelligence. Modern AI is based on inductive reasoning: computers make statistical correlations to determine which answer is likely to be right, allowing software to, say, detect a particular face in an image. But human reasoning is entirely different. Humans do not correlate data sets; we make conjectures sensitive to context—the best guess, given our observations and what we already know about the world. We haven’t a clue how to program this kind of reasoning, known as abduction. Yet it is the heart of common sense. Larson argues that all this AI hype is bad science and bad for science. A culture of invention thrives on exploring unknowns, not overselling existing methods. Inductive AI will continue to improve at narrow tasks, but if we are to make real progress, we must abandon futuristic talk and learn to better appreciate the only true intelligence we know—our own.
Author: Erik J. Larson Publisher: Harvard University Press ISBN: 0674983513 Category : Computers Languages : en Pages : 321
Book Description
“Artificial intelligence has always inspired outlandish visions—that AI is going to destroy us, save us, or at the very least radically transform us. Erik Larson exposes the vast gap between the actual science underlying AI and the dramatic claims being made for it. This is a timely, important, and even essential book.” —John Horgan, author of The End of Science Many futurists insist that AI will soon achieve human levels of intelligence. From there, it will quickly eclipse the most gifted human mind. The Myth of Artificial Intelligence argues that such claims are just that: myths. We are not on the path to developing truly intelligent machines. We don’t even know where that path might be. Erik Larson charts a journey through the landscape of AI, from Alan Turing’s early work to today’s dominant models of machine learning. Since the beginning, AI researchers and enthusiasts have equated the reasoning approaches of AI with those of human intelligence. But this is a profound mistake. Even cutting-edge AI looks nothing like human intelligence. Modern AI is based on inductive reasoning: computers make statistical correlations to determine which answer is likely to be right, allowing software to, say, detect a particular face in an image. But human reasoning is entirely different. Humans do not correlate data sets; we make conjectures sensitive to context—the best guess, given our observations and what we already know about the world. We haven’t a clue how to program this kind of reasoning, known as abduction. Yet it is the heart of common sense. Larson argues that all this AI hype is bad science and bad for science. A culture of invention thrives on exploring unknowns, not overselling existing methods. Inductive AI will continue to improve at narrow tasks, but if we are to make real progress, we must abandon futuristic talk and learn to better appreciate the only true intelligence we know—our own.
Author: Everest Media, Publisher: Everest Media LLC ISBN: Category : Computers Languages : en Pages : 43
Book Description
Please note: This is a companion version & not the original book. Sample Book Insights: #1 The story of artificial intelligence begins with the ideas of computer pioneer Alan Turing. In 1950, he published a paper titled Computing Machinery and Intelligence, which argued that any computer that could hold a conversation with a human would be doing something that requires thinking. #2 Turing had made his reputation as a mathematician long before he began writing about artificial intelligence. In 1936, he published a paper on the precise meaning of computer, which at the time referred to a person working through a sequence of steps to get a definite result. #3 The idea that the mind’s intuition, its ability to grasp truth and meaning, is reducible to a machine was raised by Gödel in 1931. He proved that there must exist some statements in any formal system that are True, with capital-T standing, yet not provable in the system itself using any of its rules. #4 The formalist movement in mathematics was a sign of a broader turn by intellectuals toward scientific materialism. They believed that all of mathematics could be converted into rule-based operations, and that the world was turning to the idea of precision machines.
Author: Margaret A. Boden Publisher: Oxford University Press ISBN: 0191080071 Category : Computers Languages : en Pages : 191
Book Description
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. In this Very Short Introduction , 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. ABOUT THE SERIES: The Very Short Introductions series from Oxford University Press contains hundreds of titles in almost every subject area. These pocket-sized books are the perfect way to get ahead in a new subject quickly. Our expert authors combine facts, analysis, perspective, new ideas, and enthusiasm to make interesting and challenging topics highly readable.
Author: Yuval Noah Harari Publisher: HarperCollins ISBN: 0062464353 Category : Science Languages : en Pages : 464
Book Description
Official U.S. edition with full color illustrations throughout. NEW YORK TIMES BESTSELLER Yuval Noah Harari, author of the critically-acclaimed New York Times bestseller and international phenomenon Sapiens, returns with an equally original, compelling, and provocative book, turning his focus toward humanity’s future, and our quest to upgrade humans into gods. Over the past century humankind has managed to do the impossible and rein in famine, plague, and war. This may seem hard to accept, but, as Harari explains in his trademark style—thorough, yet riveting—famine, plague and war have been transformed from incomprehensible and uncontrollable forces of nature into manageable challenges. For the first time ever, more people die from eating too much than from eating too little; more people die from old age than from infectious diseases; and more people commit suicide than are killed by soldiers, terrorists and criminals put together. The average American is a thousand times more likely to die from binging at McDonalds than from being blown up by Al Qaeda. What then will replace famine, plague, and war at the top of the human agenda? As the self-made gods of planet earth, what destinies will we set ourselves, and which quests will we undertake? Homo Deus explores the projects, dreams and nightmares that will shape the twenty-first century—from overcoming death to creating artificial life. It asks the fundamental questions: Where do we go from here? And how will we protect this fragile world from our own destructive powers? This is the next stage of evolution. This is Homo Deus. With the same insight and clarity that made Sapiens an international hit and a New York Times bestseller, Harari maps out our future.
Author: M. Mitchell Waldrop Publisher: Open Road Media ISBN: 150405914X Category : Science Languages : en Pages : 492
Book Description
“If you liked Chaos, you’ll love Complexity. Waldrop creates the most exciting intellectual adventure story of the year” (The Washington Post). In a rarified world of scientific research, a revolution has been brewing. Its activists are not anarchists, but rather Nobel Laureates in physics and economics and pony-tailed graduates, mathematicians, and computer scientists from all over the world. They have formed an iconoclastic think-tank and their radical idea is to create a new science: complexity. They want to know how a primordial soup of simple molecules managed to turn itself into the first living cell—and what the origin of life some four billion years ago can tell us about the process of technological innovation today. This book is their story—the story of how they have tried to forge what they like to call the science of the twenty-first century. “Lucidly shows physicists, biologists, computer scientists and economists swapping metaphors and reveling in the sense that epochal discoveries are just around the corner . . . [Waldrop] has a special talent for relaying the exhilaration of moments of intellectual insight.” —The New York Times Book Review “Where I enjoyed the book was when it dove into the actual question of complexity, talking about complex systems in economics, biology, genetics, computer modeling, and so on. Snippets of rare beauty here and there almost took your breath away.” —Medium “[Waldrop] provides a good grounding of what may indeed be the first flowering of a new science.” —Publishers Weekly
Author: Ray Kurzweil Publisher: Penguin ISBN: 1101077883 Category : Computers Languages : en Pages : 404
Book Description
NATIONAL BESTSELLER • Bold futurist Ray Kurzweil, author of The Singularity Is Near, offers a framework for envisioning the future of machine intelligence—“a book for anyone who wonders where human technology is going next” (The New York Times Book Review). “Kurzweil offers a thought-provoking analysis of human and artificial intelligence and a unique look at a future in which the capabilities of the computer and the species that invented it grow ever closer.”—BILL GATES Imagine a world where the difference between man and machine blurs, where the line between humanity and technology fades, and where the soul and the silicon chip unite. This is not science fiction. This is the twenty-first century according to Ray Kurzweil, the “restless genius” (The Wall Street Journal), “ultimate thinking machine” (Forbes), and inventor of the most innovative and compelling technology of our era. In his inspired hands, life in the new millennium no longer seems daunting. Instead, it promises to be an age in which the marriage of human sensitivity and artificial intelligence fundamentally alters and improves the way we live. More than just a list of predictions, Kurzweil’s prophetic blueprint for the future guides us through the inexorable advances that will result in: • Computers exceeding the memory capacity and computational ability of the human brain (with human-level capabilities not far behind) • Relationships with automated personalities who will be our teachers, companions, and lovers • Information fed straight into our brains along direct neural pathways Eventually, the distinction between humans and computers will have become sufficiently blurred that when the machines claim to be conscious, we will believe them.
Author: Jennifer A. Fredricks Publisher: Academic Press ISBN: 0128134143 Category : Psychology Languages : en Pages : 411
Book Description
Handbook of Student Engagement Interventions: Working with Disengaged Students provides an understanding of the factors that contribute to student disengagement, methods for identifying students at risk, and intervention strategies to increase student engagement. With a focus on translating research into best practice, the book pulls together the current research on engagement in schools and empowers readers to craft and implement interventions. Users will find reviews on evidence-based academic, behavioral, social, mental health, and community-based interventions that will help increase all types of engagement. The book looks at ways of reducing suspensions through alternative disciplinary practices, the role resiliency can play in student engagement, strategies for community and school collaborations in addressing barriers to engagement, and what can be learned from students who struggled in school, but succeeded later in life. It is a hands-on resource for educators, school psychologists, researchers, and students looking to gain insight into the research on this topic and the strategies that can be deployed to promote student engagement. - Presents practical strategies for engagement intervention and assessment - Covers early warning signs of disengagement and how to use these signs to promote engagement - Reviews contextual factors (families, peers, teachers) related to engagement - Focuses on increasing engagement and school completion for all students - Emphasizes multidimensional approaches to disengagement
Author: Geoffrey Galt Harpham Publisher: University of Chicago Press ISBN: 0226316920 Category : Art Languages : en Pages : 344
Book Description
In this bold interdisciplinary work, Geoffrey Galt Harpham argues that asceticism has played a major role in shaping Western ideas of the body, writing, ethics, and aesthetics. He suggests that we consider the ascetic as "the 'cultural' element in culture," and presents a close analysis of works by Athanasius, Augustine, Matthias, Grünewald, Nietzsche, Foucault, and other thinkers as proof of the extent of asceticism's resources. Harpham demonstrates the usefulness of his findings by deriving from asceticism a "discourse of resistance," a code of interpretation ultimately more generous and humane than those currently available to us.
Author: David N. Dobrin Publisher: Urbana, Ill. : National Council of Teachers of English ISBN: Category : Language Arts & Disciplines Languages : en Pages : 308
Book Description
This book examines the ways that writing is taught in this age of technology. The book begins with writing about "tools" (technical writing), considers writing itself as a tool, and concludes with tools that aid writing. The aim is to study the interpenetration of writing and technology in order to determine how technology has affected writing. The book is allied with a tradition of opposition to technology and to the main thrust of composition research over the last 10 years. Writing, it is concluded, is not reducible to technology because it is an activity rooted in meaning and human relations. Chapter topics cover: (1) the technology of writing; (2) common sense in communications; (3) technical writing; (4) information transfer; (5) objectivity of technical writing; (6) audience awareness; (7) use and purpose of outlines; (8) paragraph structure; and (9) computers and the techniques of writing. A summary chart of the discussion, notes, and reference list are appended. (RS)
Author: Erik J. Larson
Author: Erik J. Larson
Author: Everest Media,
Author: Margaret A. Boden
Author: Yuval Noah Harari
Author: M. Mitchell Waldrop
Author: Ray Kurzweil
Author: David Graeber
Author: Jennifer A. Fredricks
Author: Geoffrey Galt Harpham
Author: David N. Dobrin