Rebooting Ai
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Rebooting Ai
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Author : Gary Marcus
language : en
Publisher: Pantheon
Release Date : 2019
Rebooting Ai written by Gary Marcus and has been published by Pantheon this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with Business & Economics categories.
Two leaders in the field offer a compelling analysis of the current state of the art and reveal the steps we must take to achieve a truly robust artificial intelligence. Despite the hype surrounding AI, creating an intelligence that rivals or exceeds human levels is far more complicated than we have been led to believe. Professors Gary Marcus and Ernest Davis have spent their careers at the forefront of AI research and have witnessed some of the greatest milestones in the field, but they argue that a computer beating a human in Jeopardy! does not signal that we are on the doorstep of fully autonomous cars or superintelligent machines. The achievements in the field thus far have occurred in closed systems with fixed sets of rules, and these approaches are too narrow to achieve genuine intelligence. The real world, in contrast, is wildly complex and open-ended. How can we bridge this gap? What will the consequences be when we do? Taking inspiration from the human mind, Marcus and Davis explain what we need to advance AI to the next level, and suggest that if we are wise along the way, we won't need to worry about a future of machine overlords. If we focus on endowing machines with common sense and deep understanding, rather than simply focusing on statistical analysis and gatherine ever larger collections of data, we will be able to create an AI we can trust--in our homes, our cars, and our doctors' offices. Rebooting AI provides a lucid, clear-eyed assessment of the current science and offers an inspiring vision of how a new generation of AI can make our lives better.
Rebooting Ai
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Author : Gary Marcus
language : en
Publisher: Vintage
Release Date : 2019-09-10
Rebooting Ai written by Gary Marcus and has been published by Vintage this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-10 with Computers categories.
Two leaders in the field offer a compelling analysis of the current state of the art and reveal the steps we must take to achieve a robust artificial intelligence that can make our lives better. “Finally, a book that tells us what AI is, what AI is not, and what AI could become if only we are ambitious and creative enough.” —Garry Kasparov, former world chess champion and author of Deep Thinking Despite the hype surrounding AI, creating an intelligence that rivals or exceeds human levels is far more complicated than we have been led to believe. Professors Gary Marcus and Ernest Davis have spent their careers at the forefront of AI research and have witnessed some of the greatest milestones in the field, but they argue that a computer beating a human in Jeopardy! does not signal that we are on the doorstep of fully autonomous cars or superintelligent machines. The achievements in the field thus far have occurred in closed systems with fixed sets of rules, and these approaches are too narrow to achieve genuine intelligence. The real world, in contrast, is wildly complex and open-ended. How can we bridge this gap? What will the consequences be when we do? Taking inspiration from the human mind, Marcus and Davis explain what we need to advance AI to the next level, and suggest that if we are wise along the way, we won't need to worry about a future of machine overlords. If we focus on endowing machines with common sense and deep understanding, rather than simply focusing on statistical analysis and gatherine ever larger collections of data, we will be able to create an AI we can trust—in our homes, our cars, and our doctors' offices. Rebooting AI provides a lucid, clear-eyed assessment of the current science and offers an inspiring vision of how a new generation of AI can make our lives better.
Artificial Unintelligence
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Author : Meredith Broussard
language : en
Publisher: MIT Press
Release Date : 2019-01-29
Artificial Unintelligence written by Meredith Broussard and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-01-29 with Computers categories.
A software developer’s misadventures in computer programming, machine learning, and artificial intelligence reveal why we should never assume technology always get it right. In Artificial Unintelligence, Meredith Broussard argues that our collective enthusiasm for applying computer technology to every aspect of life has resulted in a tremendous amount of poorly designed systems. We are so eager to do everything digitally—hiring, driving, paying bills, even choosing romantic partners—that we have stopped demanding that our technology actually work. Broussard, a software developer and journalist, reminds us that there are fundamental limits to what we can (and should) do with technology. With this book, she offers a guide to understanding the inner workings and outer limits of technology—and issues a warning that we should never assume that computers always get things right. Making a case against technochauvinism—the belief that technology is always the solution—Broussard argues that it’s just not true that social problems would inevitably retreat before a digitally enabled Utopia. To prove her point, she undertakes a series of adventures in computer programming. She goes for an alarming ride in a driverless car, concluding “the cyborg future is not coming any time soon”; uses artificial intelligence to investigate why students can’t pass standardized tests; deploys machine learning to predict which passengers survived the Titanic disaster; and attempts to repair the U.S. campaign finance system by building AI software. If we understand the limits of what we can do with technology, Broussard tells us, we can make better choices about what we should do with it to make the world better for everyone.
Artificial Intelligence
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Author : Melanie Mitchell
language : en
Publisher: Penguin UK
Release Date : 2019-10-15
Artificial Intelligence written by Melanie Mitchell and has been published by Penguin UK this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-15 with Computers categories.
'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 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.
Abolish Silicon Valley
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Author : Wendy Liu
language : en
Publisher: Watkins Media Limited
Release Date : 2020-04-14
Abolish Silicon Valley written by Wendy Liu and has been published by Watkins Media Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-14 with Technology & Engineering categories.
Former insider turned critic Wendy Liu busts the myths of the tech industry, and offers a galvanising argument for why and how we must reclaim technology's potential for the public good. Former insider turned critic Wendy Liu busts the myths of the tech industry, and offers a galvanising argument for why and how we must reclaim technology's potential for the public good. "Lucid, probing and urgent. Wendy Liu manages to be both optimistic about the emancipatory potential of tech and scathing about the industry that has harnessed it for bleak and self-serving ends." -- Naomi Klein, author of On Fire: The Burning Case for a Green New Deal "An inspiring memoir manifesto...Technologists all over the world are realizing that no amount of code can substitute for political engagement. Liu's memoir is a road map for that journey of realization." -- Cory Doctorow, author of Radicalized and Little Brother Innovation. Meritocracy. The possibility of overnight success. What's not to love about Silicon Valley? These days, it's hard to be unambiguously optimistic about the growth-at-all-costs ethos of the tech industry. Public opinion is souring in the wake of revelations about Cambridge Analytica, Theranos, and the workplace conditions of Amazon workers or Uber drivers. It's becoming clear that the tech industry's promised "innovation" is neither sustainable nor always desirable. Abolish Silicon Valley is both a heartfelt personal story about the wasteful inequality of Silicon Valley, and a rallying call to engage in the radical politics needed to upend the status quo. Going beyond the idiosyncrasies of the individual founders and companies that characterise the industry today, Wendy Liu delves into the structural factors of the economy that gave rise to Silicon Valley as we know it. Ultimately, she proposes a more radical way of developing technology, where innovation is conducted for the benefit of society at large, and not just to enrich a select few.
The Algebraic Mind
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Author : Gary F. Marcus
language : en
Publisher: MIT Press
Release Date : 2019-01-01
The Algebraic Mind written by Gary F. Marcus and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-01-01 with Psychology categories.
In The Algebraic Mind, Gary Marcus attempts to integrate two theories about how the mind works, one that says that the mind is a computer-like manipulator of symbols, and another that says that the mind is a large network of neurons working together in parallel. Resisting the conventional wisdom that says that if the mind is a large neural network it cannot simultaneously be a manipulator of symbols, Marcus outlines a variety of ways in which neural systems could be organized so as to manipulate symbols, and he shows why such systems are more likely to provide an adequate substrate for language and cognition than neural systems that are inconsistent with the manipulation of symbols. Concluding with a discussion of how a neurally realized system of symbol-manipulation could have evolved and how such a system could unfold developmentally within the womb, Marcus helps to set the future agenda of cognitive neuroscience.
Nano Chips 2030
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Author : Boris Murmann
language : en
Publisher: Springer Nature
Release Date : 2020-06-08
Nano Chips 2030 written by Boris Murmann and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-08 with Science categories.
In this book, a global team of experts from academia, research institutes and industry presents their vision on how new nano-chip architectures will enable the performance and energy efficiency needed for AI-driven advancements in autonomous mobility, healthcare, and man-machine cooperation. Recent reviews of the status quo, as presented in CHIPS 2020 (Springer), have prompted the need for an urgent reassessment of opportunities in nanoelectronic information technology. As such, this book explores the foundations of a new era in nanoelectronics that will drive progress in intelligent chip systems for energy-efficient information technology, on-chip deep learning for data analytics, and quantum computing. Given its scope, this book provides a timely compendium that hopes to inspire and shape the future of nanoelectronics in the decades to come.
Artificial Whiteness
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Author : Yarden Katz
language : en
Publisher: Columbia University Press
Release Date : 2020-11-17
Artificial Whiteness written by Yarden Katz and has been published by Columbia University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-17 with Social Science categories.
Dramatic statements about the promise and peril of artificial intelligence for humanity abound, as an industry of experts claims that AI is poised to reshape nearly every sphere of life. Who profits from the idea that the age of AI has arrived? Why do ideas of AI’s transformative potential keep reappearing in social and political discourse, and how are they linked to broader political agendas? Yarden Katz reveals the ideology embedded in the concept of artificial intelligence, contending that it both serves and mimics the logic of white supremacy. He demonstrates that understandings of AI, as a field and a technology, have shifted dramatically over time based on the needs of its funders and the professional class that formed around it. From its origins in the Cold War military-industrial complex through its present-day Silicon Valley proselytizers and eager policy analysts, AI has never been simply a technical project enabled by larger data and better computing. Drawing on intimate familiarity with the field and its practices, Katz instead asks us to see how AI reinforces models of knowledge that assume white male superiority and an imperialist worldview. Only by seeing the connection between artificial intelligence and whiteness can we prioritize alternatives to the conception of AI as an all-encompassing technological force. Bringing together theories of whiteness and race in the humanities and social sciences with a deep understanding of the history and practice of science and computing, Artificial Whiteness is an incisive, urgent critique of the uses of AI as a political tool to uphold social hierarchies.
Reboot
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Author : Jerry Colonna
language : en
Publisher: HarperCollins
Release Date : 2019-06-18
Reboot written by Jerry Colonna and has been published by HarperCollins this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-18 with Business & Economics categories.
One of the start-up world’s most in-demand executive coaches—hailed as the “CEO Whisperer” (Gimlet Media)—reveals why radical self-inquiry is critical to professional success and healthy relationships in all realms of life. Jerry Colonna helps start-up CEOs make peace with their demons, the psychological habits and behavioral patterns that have helped them to succeed—molding them into highly accomplished individuals—yet have been detrimental to their relationships and ultimate well-being. Now, this venture capitalist turned executive coach shares his unusual yet highly effective blend of Buddhism, Jungian therapy, and entrepreneurial straight talk to help leaders overcome their own psychological traumas. Reboot is a journey of radical self-inquiry, helping you to reset your life by sorting through the emotional baggage that is holding you back professionally, and even more important, in your relationships. Jerry has taught CEOs and their top teams to realize their potential by using the raw material of their lives to find meaning, to build healthy interpersonal bonds, and to become more compassionate and bold leaders. In Reboot, he inspires everyone to hold themselves responsible for their choices and for the possibility of truly achieving their dreams. Work does not have to destroy us. Work can be the way in which we achieve our fullest self, Jerry firmly believes. What we need, sometimes, is a chance to reset our goals and to reconnect with our deepest selves and with each other. Reboot moves and empowers us to begin this journey.
My First A I Book Artificial Intelligence And Learning
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Author : Nicky Roberts
language : en
Publisher: My First A.I. Book
Release Date : 2019-08-30
My First A I Book Artificial Intelligence And Learning written by Nicky Roberts and has been published by My First A.I. Book this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-30 with Juvenile Fiction categories.
Artificial Intelligence and Learning is a teaser in a series of books and pioneering book for kids on Artificial Intelligence (A.I.) which focuses on its chief concept: LEARNING. The My First A.I. Books Series introduces kids of all ages to the foundational concepts for Artificial Intelligence and the 4th Industrial/Human Revolution, AKA I4.0 or 4IR or IOT. Written by three global experts and active scientific researchers, Professors Fernando Buarque (Ph.D. in A.I. Imperial College London), Tshilidzi Marwala (Ph.D. in A.I. at University of Cambridge), and Nicky Roberts (Ph.D. in Mathematics Education at the University of Witwatersrand).This book and series are suitable for all kids starting their Artificial Intelligence journey. As a matter of fact, the future of humankind depends centrally on how A.I. will be produced and used. As such, little readers are encouraged to think and talk in an informed manner about A.I. topics. The story of this first book, sets the plot by delving into the evolution of human tools (up to the fourth human revolution), types of learning, the ingredients for adaptive computer programs (i.e. programs that are able to learn), and even provides a working definition of A.I. All the books of the series are packed with concepts and encourage inquiry. They aim to widen the kids' perspectives on, and also nurture their participation with, these new concepts and tools. All that in this amazing unfolding revolution - the Revolution of the Intelligence. The authors took care to include not only technical concepts, but humanistic and character-building values too. Thus, readers would acquire a good foundation for their future, which may even not be a technical one (but certainly will include A.I.). Ideally, this book should be read by the kids with an adult. It is handsomely complemented by five more books, which portrait five missions, detailing other chief functional A.I. concepts. In each mission the explorers are challenged to delve (and learn) five different ways of using A.I. on real-world problems. The other books in the My First A.I. Books Series are: -My First A.I. Book - Mission of Team-B is Searching -My First A.I. Book - Mission of Team-R is Predicting-My First A.I. Book - Mission of Team-I is Classifying-My First A.I. Book - Mission of Team-C is Optimizing-My First A.I. Book - Mission of Team-S is Interfacing