Recommending Books for Purchase (Bulletin 94 - July 2020): Artificial Intelligence

Publisher : MIT Press

Examining the potential benefits and risks of using artificial intelligence to advance global sustainability. Drones with night vision are tracking elephant and rhino poachers in African wildlife parks and sanctuaries; smart submersibles are saving coral from carnivorous starfish on Australia's Great Barrier Reef; recycled cell phones alert Brazilian forest rangers to the sound of illegal logging. The tools of artificial intelligence are being increasingly deployed in the battle for global sustainability. And yet, warns Peter Dauvergne, we should be cautious in declaring AI the planet's savior. In AI in the Wild, Dauvergne avoids the AI industry-powered hype and offers a critical view, exploring both the potential benefits and risks of using artificial intelligence to advance global sustainability. Dauvergne finds that corporations and states often use AI in ways that are antithetical to sustainability. The competition to profit from AI is entrenching technocratic management, revving up resource extraction, and turbocharging consumption, as consumers buy new smart devices (and discard their old, less-smart ones). Smart technology is helping farmers grow crops more efficiently, but also empowering the agrifood industry. Moreover, states are weaponizing AI to control citizens, suppress dissent, and aim cyberattacks at rival states. Is there a way to harness the power of AI for environmental and social good? Dauvergne argues for precaution and humility as guiding principles in the deployment of AI.

Print Price: $29.95

Publisher : Farrar, Straus & Giroux

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.

eBook Price: $14.99

Publisher : Harvard Business Review Press

"a provocative new book" -- The New York Times AI-centric organizations exhibit a new operating architecture, redefining how they create, capture, share, and deliver value. Marco Iansiti and Karim R. Lakhani show how reinventing the firm around data, analytics, and AI removes traditional constraints on scale, scope, and learning that have restricted business growth for hundreds of years. From Airbnb to Ant Financial, Microsoft to Amazon, research shows how AI-driven processes are vastly more scalable than traditional processes, allow massive scope increase, enabling companies to straddle industry boundaries, and create powerful opportunities for learning--to drive ever more accurate, complex, and sophisticated predictions. When traditional operating constraints are removed, strategy becomes a whole new game, one whose rules and likely outcomes this book will make clear. Iansiti and Lakhani: Present a framework for rethinking business and operating models Explain how "collisions" between AI-driven/digital and traditional/analog firms are reshaping competition, altering the structure of our economy, and forcing traditional companies to rearchitect their operating models Explain the opportunities and risks created by digital firms Describe the new challenges and responsibilities for the leaders of both digital and traditional firms Packed with examples--including many from the most powerful and innovative global, AI-driven competitors--and based on research in hundreds of firms across many sectors, this is your essential guide for rethinking how your firm competes and operates in the era of AI.

eBook Price: $32.00

Publisher : Oxford University Press

All humans, but no other species, have the capacity to create and understand language. It provides structure to our thoughts, allowing us to plan, communicate, and create new ideas, without limit. Yet we have only finite experiences, and our languages have finite stores of words. Where doesour linguistic creativity come from? How does the endless scope of language emerge from our limited selves?Drawing on research from neuroscience, psychology, and linguistics, David Adger takes the reader on a journey to the hidden structure behind all we say (or sign) and understand. Along the way you'll meet children who created language out of almost nothing, and find out how new languages emerge usingstructures found in languages spoken continents away. David Adger will show you how the more than 7000 languages in the world appear to obey the same deep scientific laws, how to invent a language that breaks these, and how our brains go crazy when we try to learn languages that just aren'tpossible. You'll discover why rats are better than we are at picking up certain language patterns, why apes are far worse at others, and how artificial intelligences, such as those behind Alexa and Siri, understand language in a very un-human way.Language Unlimited explores the many mysteries about our capacity for language and reveals the source of its endless creativity.

Price: $25.95
Format : eBook Available

Publisher : CRC Press LLC

In the not so distant future, we can expect a world where humans and robots coexist and interact with each other. For this to occur, we need to understand human traits, such as seeing, hearing, thinking, speaking, etc., and institute these traits in robots. The most essential feature necessary for robots to achieve is that of integrative multimedia understanding (IMU) which occurs naturally in humans. It allows us to assimilate pieces of information expressed through different modes such as speech, pictures, gestures, etc. The book describes how robots acquire traits like natural language understanding (NLU) as the central part of IMU. Mental image directed semantic theory (MIDST) is its core, and is based on the hypothesis that NLU is essentially the processing of mental image associated with natural language expressions, namely, mental-image based understanding (MBU). MIDST is intended to model omnisensory mental image in human and to afford a knowledge representation system in order for integrative management of knowledge subjective to cognitive mechanisms of intelligent entities such as humans and robots based on a mental image model visualized as 'Loci in Attribute Spaces' and its description language Lmd (mental image description language) to be employed for predicate logic with a systematic scheme for symbol-grounding. This language works as an interlingua among various kinds of information media, and has been applied to several versions of the intelligent system interlingual understanding model aiming at general system (IMAGES). Its latest version, i.e. conversation management system (CMS) simulates MBU and comprehends the user's intention through dialogue to find and solve problems, and finally, provides a response in text or animation. The book is aimed at researchers and students interested in artificial intelligence, robotics, and cognitive science. Based on philosophical considerations, the methodology will also have an appeal in linguistics, psychology, ontology, geography, and cartography. Key Features: Describes the methodology to provide robots with human-like capability of natural language understanding (NLU) as the central part of IMU Uses methodology that also relates to linguistics, psychology, ontology, geography, and cartography Examines current trends in machine translation

eBook Price: £126.90

Publisher : BenBella Books

What if science fiction stopped being fiction?  Developments in neuroscience are turning sci-fi scenarios into reality, and causing us to revisit some of the philosophical questions we have been asking ourselves for centuries. Science fiction often takes its inspiration from the latest science . . . and our oldest questions. After all, the two are inextricably linked. At a time when advances in artificial intelligence are genuinely leading us closer to a computer that thinks like a human, we can't help but wonder: What makes a person a person?  Countless writers and filmmakers have created futuristic scenarios to explore this issue and others like it. But these scenarios may not be so futuristic after all. In the movie Inception, a group of conspirators implants false memories; in Until the End of the World, a mad scientist is able to read dreams; in 2001: A Space Odyssey, a supercomputer feels and thinks like a person. And in recent years, the achievements described in leading scientific journals have included some that might sound familiar: implanting memories using optogenetics, reading the mind during sleep thanks to advanced decoding algorithms, and creating a computer that uses deep neural networks to surpass the abilities of human thought. In NeuroScience Fiction, neuroscientist and author Rodrigo Quiroga reveals the futuristic present we are living in, showing how the far-out premises of 10 seminal science fiction movies are being made possible by discoveries happening right now, on the cutting edge of neuroscience. He also explores the thorny philosophical problems raised as a result, diving into Minority Report and free will, The Matrix and the illusion of reality, Blade Runner and android emotion, and more.  A heady mix of science fiction, neuroscience, and philosophy, NeuroScience Fiction takes us from Vanilla Sky to neural research labs, and from Planet of the Apes to what makes us human. This is a book you'll be thinking about long after the last page--and once you've read it, you'll never watch a sci-fi blockbuster the same way again.

eBook Price: $12.99

Publisher : MIT Press

The originator of the Gaia theory offers the vision of a future epoch in which humans and artificial intelligence together will help the Earth survive. James Lovelock, creator of the Gaia hypothesis and the greatest environmental thinker of our time, has produced an astounding new theory about future of life on Earth. He argues that the Anthropocene--the age in which humans acquired planetary-scale technologies--is, after 300 years, coming to an end. A new age--the Novacene--has already begun. In the Novacene, new beings will emerge from existing artificial intelligence systems. They will think 10,000 times faster than we do and they will regard us as we now regard plants. But this will not be the cruel, violent machine takeover of the planet imagined by science fiction. These hyperintelligent beings will be as dependent on the health of the planet as we are. They will need the planetary cooling system of Gaia to defend them from the increasing heat of the sun as much as we do. And Gaia depends on organic life. We will be partners in this project. It is crucial, Lovelock argues, that the intelligence of Earth survives and prospers. He does not think there are intelligent aliens, so we are the only beings capable of understanding the cosmos. Perhaps, he speculates, the Novacene could even be the beginning of a process that will finally lead to intelligence suffusing the entire cosmos. At the age of 100, James Lovelock has produced the most important and compelling work of his life.

Print Price: $22.00

Publisher : Harvard Education Publishing Group

Vocational Education and Training for a Global Economy investigates the greatly varying ways in which four countries--Singapore, Switzerland, China, and the United States--prepare young people for the twenty-first-century workplace. The book looks first at the highly successful vocational education and training (VET) systems in Singapore and Switzerland, describing them in revealing detail and accounting for the assumptions and social arrangements that account for their unique features. It then turns to the two largest--and arguably the most dynamic--nations in the world, China and the United States, and examines the differing conditions, goals, and arrangements that have affected their respective programs for preparing their citizens for present and future work.   At a time when a highly competitive global economy is prompting profound changes in the workplace and in the skills required for professional success, all countries feel a heightened sense of urgency in finding ways to guide and prepare young people for work. As this book makes clear, however, the resulting preparatory systems within these four countries differ dramatically--and for a wide range of economic, cultural, and political reasons.   A detailed and incisive look at VET systems in the United States and abroad, Vocational Education and Training for a Global Economy will be indispensable reading for all who are concerned with preparing youth for today's competitive and demanding modern workplace.

Print Price: $66.00

Publisher : Henry Holt & Company

ANew York Times Book Review Editors' Choice From an Oxford economist, a visionary account of how technology will transform the world of work, and what we should do about it From mechanical looms to the combustion engine to the first computers, new technologies have always provoked panic about workers being replaced by machines. For centuries, such fears have been misplaced, and many economists maintain that they remain so today. But as Daniel Susskind demonstrates, this time really is different. Breakthroughs in artificial intelligence mean that all kinds of jobs are increasingly at risk. Drawing on almost a decade of research in the field, Susskind argues that machines no longer need to think like us in order to outperform us, as was once widely believed. As a result, more and more tasks that used to be far beyond the capability of computers - from diagnosing illnesses to drafting legal contracts, from writing news reports to composing music - are coming within their reach. The threat of technological unemployment is now real. This is not necessarily a bad thing, Susskind emphasizes. Technological progress could bring about unprecedented prosperity, solving one of humanity's oldest problems: how to make sure that everyone has enough to live on. The challenges will be to distribute this prosperity fairly, to constrain the burgeoning power of Big Tech, and to provide meaning in a world where work is no longer the center of our lives. Perceptive, pragmatic, and ultimately hopeful,A World Without Workshows the way.

eBook Price: $14.99

Publisher : CRC Press LLC

This book provides a comprehensive review of cloud philosophy, design principals, development trends as well as practical patterns to guide readers to understand, design and implement successful cloud-based solutions. This book provides both "hows" and "whys." It peers behind the buzz words such as machine learning, containers, and blockchains to help readers understand how to put those technologies into practical use. This unique book covers a broad spectrum of technologies of cloud computing.

eBook Price: £48.59