Making Sense Of Ai

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Making Sense of AI

Anthony Elliott
Making Sense of AI Book PDF

Author : Anthony Elliott
Publisher : Polity
Page : 220 pages
File Size : 50,9 Mb
Release : 2021-12-01
Category : Science
ISBN : 1509548904

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Making Sense of AI by Anthony Elliott Pdf

Industrial robots, self-driving cars, customer-service chatbots and Google’s algorithmic predictions have brought the topic of artificial intelligence into public debate. Why is AI the source of such intense controversy and what are its economic, political, social and cultural consequences? Tracing the changing fortunes of artificial intelligence, Elliott develops a systematic account of how automated intelligent machines impact different spheres and aspects of public and private life. Among the issues discussed are the automation of workforces, surveillance capitalism, warfare and lethal autonomous weapons, the spread of racist robots and the automation of social inequalities. Elliott also considers the decisive role of AI in confronting global risks and social futures, including global pandemics such as COVID-19, and how smart algorithms are impacting the search for energy security and combating climate change. Making Sense of AI provides a judiciously comprehensive account of artificial intelligence for those with little or no previous knowledge of the topic. It will be an invaluable book both for students in the social sciences and humanities and for general readers.

Making Sense of AI

Anthony Elliott
Making Sense of AI Book PDF

Author : Anthony Elliott
Publisher : John Wiley & Sons
Page : 220 pages
File Size : 48,9 Mb
Release : 2021-09-23
Category : Science
ISBN : 9781509548910

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Making Sense of AI by Anthony Elliott Pdf

Industrial robots, self-driving cars, customer-service chatbots and Google’s algorithmic predictions have brought the topic of artificial intelligence into public debate. Why is AI the source of such intense controversy and what are its economic, political, social and cultural consequences? Tracing the changing fortunes of artificial intelligence, Elliott develops a systematic account of how automated intelligent machines impact different spheres and aspects of public and private life. Among the issues discussed are the automation of workforces, surveillance capitalism, warfare and lethal autonomous weapons, the spread of racist robots and the automation of social inequalities. Elliott also considers the decisive role of AI in confronting global risks and social futures, including global pandemics such as COVID-19, and how smart algorithms are impacting the search for energy security and combating climate change. Making Sense of AI provides a judiciously comprehensive account of artificial intelligence for those with little or no previous knowledge of the topic. It will be an invaluable book both for students in the social sciences and humanities and for general readers.

Artificially Human

Robert Whiteman
Artificially Human Book PDF

Author : Robert Whiteman
Publisher : Better Future Publishing
Page : 0 pages
File Size : 45,8 Mb
Release : 2023-06-09
Category : Electronic
ISBN : 9798988356202

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Artificially Human by Robert Whiteman Pdf

"Artificially Human" is your guide to making sense of automation and artificial intelligence (AI). The book provides eight mental models to unscramble the flurry of technological breakthroughs and hyperbolic headlines. If you're feeling left behind, you're not alone.Rob Whiteman launched an automation service line at McKinsey & Company in 2016, growing it to more than 150 practitioners in a few years. This book is based on his experiences advising more than 200 institutions, including multinational corporations, technology startups, and government agencies.Rob proposes that the world of automation and AI make more sense if you place machines, rather than humans, at the center. He shares stories that help you understand how mechanical minds work, where we see them reshaping society, and what we can do to secure a better future. You can't outrun AI, but this book may help you outrun other humans.The book's three-part structure takes you from the conceptual to the practical. It begins with a retelling of history through the eyes of machines. It then illustrates how automation is reshaping institutions and individuals. Finally, it describes how you can take the mental models from the book and apply them in your life. We all worry about how automation and AI will impact our family, friends, and the institutions to which we belong. Regardless of where you find yourself today, it is not too late to catch up. None of us can predict the future, but wouldn't it be nice if the present were a little less confusing?

Possible Minds

John Brockman
Possible Minds Book PDF

Author : John Brockman
Publisher : Penguin
Page : 322 pages
File Size : 47,6 Mb
Release : 2019-02-19
Category : Computers
ISBN : 9780525558002

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Possible Minds by John Brockman Pdf

Science world luminary John Brockman assembles twenty-five of the most important scientific minds, people who have been thinking about the field artificial intelligence for most of their careers, for an unparalleled round-table examination about mind, thinking, intelligence and what it means to be human. "Artificial intelligence is today's story--the story behind all other stories. It is the Second Coming and the Apocalypse at the same time: Good AI versus evil AI." --John Brockman More than sixty years ago, mathematician-philosopher Norbert Wiener published a book on the place of machines in society that ended with a warning: "we shall never receive the right answers to our questions unless we ask the right questions.... The hour is very late, and the choice of good and evil knocks at our door." In the wake of advances in unsupervised, self-improving machine learning, a small but influential community of thinkers is considering Wiener's words again. In Possible Minds, John Brockman gathers their disparate visions of where AI might be taking us. The fruit of the long history of Brockman's profound engagement with the most important scientific minds who have been thinking about AI--from Alison Gopnik and David Deutsch to Frank Wilczek and Stephen Wolfram--Possible Minds is an ideal introduction to the landscape of crucial issues AI presents. The collision between opposing perspectives is salutary and exhilarating; some of these figures, such as computer scientist Stuart Russell, Skype co-founder Jaan Tallinn, and physicist Max Tegmark, are deeply concerned with the threat of AI, including the existential one, while others, notably robotics entrepreneur Rodney Brooks, philosopher Daniel Dennett, and bestselling author Steven Pinker, have a very different view. Serious, searching and authoritative, Possible Minds lays out the intellectual landscape of one of the most important topics of our time.

On Intelligence

Jeff Hawkins,Sandra Blakeslee
On Intelligence Book PDF

Author : Jeff Hawkins,Sandra Blakeslee
Publisher : Macmillan
Page : 276 pages
File Size : 46,6 Mb
Release : 2007-04-01
Category : Computers
ISBN : 9781429900454

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On Intelligence by Jeff Hawkins,Sandra Blakeslee Pdf

From the inventor of the PalmPilot comes a new and compelling theory of intelligence, brain function, and the future of intelligent machines Jeff Hawkins, the man who created the PalmPilot, Treo smart phone, and other handheld devices, has reshaped our relationship to computers. Now he stands ready to revolutionize both neuroscience and computing in one stroke, with a new understanding of intelligence itself. Hawkins develops a powerful theory of how the human brain works, explaining why computers are not intelligent and how, based on this new theory, we can finally build intelligent machines. The brain is not a computer, but a memory system that stores experiences in a way that reflects the true structure of the world, remembering sequences of events and their nested relationships and making predictions based on those memories. It is this memory-prediction system that forms the basis of intelligence, perception, creativity, and even consciousness. In an engaging style that will captivate audiences from the merely curious to the professional scientist, Hawkins shows how a clear understanding of how the brain works will make it possible for us to build intelligent machines, in silicon, that will exceed our human ability in surprising ways. Written with acclaimed science writer Sandra Blakeslee, On Intelligence promises to completely transfigure the possibilities of the technology age. It is a landmark book in its scope and clarity.

Making AI Intelligible

Herman Cappelen,Josh Dever
Making AI Intelligible Book PDF

Author : Herman Cappelen,Josh Dever
Publisher : Oxford University Press
Page : 184 pages
File Size : 55,9 Mb
Release : 2021
Category : Philosophy
ISBN : 9780192894724

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Making AI Intelligible by Herman Cappelen,Josh Dever Pdf

Can humans and artificial intelligences share concepts and communicate? One aim of Making AI Intelligible is to show that philosophical work on the metaphysics of meaning can help answer these questions. Cappelen and Dever use the externalist tradition in philosophy of to create models of how AIs and humans can understand each other. In doing so, they also show ways in which that philosophical tradition can be improved: our linguistic encounters with AIs revel that our theories of meaning have been excessively anthropocentric. The questions addressed in the book are not only theoretically interesting, but the answers have pressing practical implications. Many important decisions about human life are now influenced by AI. In giving that power to AI, we presuppose that AIs can track features of the world that we care about (e.g. creditworthiness, recidivism, cancer, and combatants.) If AIs can share our concepts, that will go some way towards justifying this reliance on AI. The book can be read as a proposal for how to take some first steps towards achieving interpretable AI. Making AI Intelligible is of interest to both philosophers of language and anyone who follows current events or interacts with AI systems. It illustrates how philosophy can help us understand and improve our interactions with AI.

Common Sense, the Turing Test, and the Quest for Real AI

Hector J. Levesque
Common Sense the Turing Test and the Quest for Real AI Book PDF

Author : Hector J. Levesque
Publisher : MIT Press
Page : 190 pages
File Size : 48,6 Mb
Release : 2018-03-09
Category : Computers
ISBN : 9780262535205

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Common Sense, the Turing Test, and the Quest for Real AI by Hector J. Levesque Pdf

What artificial intelligence can tell us about the mind and intelligent behavior. What can artificial intelligence teach us about the mind? If AI's underlying concept is that thinking is a computational process, then how can computation illuminate thinking? It's a timely question. AI is all the rage, and the buzziest AI buzz surrounds adaptive machine learning: computer systems that learn intelligent behavior from massive amounts of data. This is what powers a driverless car, for example. In this book, Hector Levesque shifts the conversation to “good old fashioned artificial intelligence,” which is based not on heaps of data but on understanding commonsense intelligence. This kind of artificial intelligence is equipped to handle situations that depart from previous patterns—as we do in real life, when, for example, we encounter a washed-out bridge or when the barista informs us there's no more soy milk. Levesque considers the role of language in learning. He argues that a computer program that passes the famous Turing Test could be a mindless zombie, and he proposes another way to test for intelligence—the Winograd Schema Test, developed by Levesque and his colleagues. “If our goal is to understand intelligent behavior, we had better understand the difference between making it and faking it,” he observes. He identifies a possible mechanism behind common sense and the capacity to call on background knowledge: the ability to represent objects of thought symbolically. As AI migrates more and more into everyday life, we should worry if systems without common sense are making decisions where common sense is needed.

Making Sense

Simon Penny
Making Sense Book PDF

Author : Simon Penny
Publisher : Mit Press
Page : 544 pages
File Size : 49,5 Mb
Release : 2017
Category : Art
ISBN : 0262036754

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Making Sense by Simon Penny Pdf

Why embodied approaches to cognition are better able to address the performative dimensions of art than the dualistic conceptions fundamental to theories of digital computing. In Making Sense, Simon Penny proposes that internalist conceptions of cognition have minimal purchase on embodied cognitive practices. Much of the cognition involved in arts practices remains invisible under such a paradigm. Penny argues that the mind-body dualism of Western humanist philosophy is inadequate for addressing performative practices. Ideas of cognition as embodied and embedded provide a basis for the development of new ways of speaking about the embodied and situated intelligences of the arts. Penny argues this perspective is particularly relevant to media arts practices. Penny takes a radically interdisciplinary approach, drawing on philosophy, biology, psychology, cognitive science, neuroscience, cybernetics, artificial intelligence, critical theory, and other fields. He argues that computationalist cognitive rhetoric, with its assumption of mind-body (and software-hardware) dualism, cannot account for the quintessentially performative qualities of arts practices. He reviews post-cognitivist paradigms including situated, distributed, embodied, and enactive, and relates these to discussions of arts and cultural practices in general. Penny emphasizes the way real time computing facilitates new modalities of dynamical, generative and interactive arts practices. He proposes that conventional aesthetics (of the plastic arts) cannot address these new forms and argues for a new "performative aesthetics." Viewing these practices from embodied, enactive, and situated perspectives allows us to recognize the embodied and performative qualities of the "intelligences of the arts."

Making Sense

Sam Harris
Making Sense Book PDF

Author : Sam Harris
Publisher : HarperCollins
Page : 435 pages
File Size : 49,8 Mb
Release : 2020-08-11
Category : Psychology
ISBN : 9780062857804

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Making Sense by Sam Harris Pdf

A New York Times New and Noteworthy Book From the bestselling author of Waking Up and The End of Faith, an adaptation of his wildly popular, often controversial podcast “Sam Harris is the most intellectually courageous man I know, unafraid to speak truths out in the open where others keep those very same thoughts buried, fearful of the modish thought police. With his literate intelligence and fluency with words, he brings out the best in his guests, including those with whom he disagrees.” -- Richard Dawkins, author of The Selfish Gene “Civilization rests on a series of successful conversations.” —Sam Harris Sam Harris—neuroscientist, philosopher, and bestselling author—has been exploring some of the most important questions about the human mind, society, and current events on his podcast, Making Sense. With over one million downloads per episode, these discussions have clearly hit a nerve, frequently walking a tightrope where either host or guest—and sometimes both—lose their footing, but always in search of a greater understanding of the world in which we live. For Harris, honest conversation, no matter how difficult or controversial, represents the only path to moral and intellectual progress. This book includes a dozen of the best conversations from Making Sense, including talks with Daniel Kahneman, Timothy Snyder, Nick Bostrom, and Glenn Loury, on topics that range from the nature of consciousness and free will, to politics and extremism, to living ethically. Together they shine a light on what it means to “make sense” in the modern world.

Scalable Uncertainty Management

Andrea Pugliese
Scalable Uncertainty Management Book PDF

Author : Andrea Pugliese
Publisher : Springer Science & Business Media
Page : 318 pages
File Size : 49,7 Mb
Release : 2009-09-07
Category : Computers
ISBN : 9783642043871

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Scalable Uncertainty Management by Andrea Pugliese Pdf

This volume contains the papers presented at the Third International Conference on Scalable Uncertainty Management, SUM 2009, in Washington, DC, September 28-30, 2009. It contains 21 technical papers which were selected out of 30 submitted papers in a rigourous reviewing process. The volume also contains extended abstracts of two invited talks. The volume reflects the growing interest in uncertainty and incosistency and aims at bringing together all those interested in the management of uncertainty and inconsistency at large.

Machines like Us

Ronald J. Brachman,Hector J. Levesque
Machines like Us Book PDF

Author : Ronald J. Brachman,Hector J. Levesque
Publisher : MIT Press
Page : 319 pages
File Size : 55,5 Mb
Release : 2023-10-17
Category : Computers
ISBN : 9780262547321

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Machines like Us by Ronald J. Brachman,Hector J. Levesque Pdf

How we can create artificial intelligence with broad, robust common sense rather than narrow, specialized expertise. It’s sometime in the not-so-distant future, and you send your fully autonomous self-driving car to the store to pick up your grocery order. The car is endowed with as much capability as an artificial intelligence agent can have, programmed to drive better than you do. But when the car encounters a traffic light stuck on red, it just sits there—indefinitely. Its obstacle-avoidance, lane-following, and route-calculation capacities are all irrelevant; it fails to act because it lacks the common sense of a human driver, who would quickly figure out what’s happening and find a workaround. In Machines like Us, Ron Brachman and Hector Levesque—both leading experts in AI—consider what it would take to create machines with common sense rather than just the specialized expertise of today’s AI systems. Using the stuck traffic light and other relatable examples, Brachman and Levesque offer an accessible account of how common sense might be built into a machine. They analyze common sense in humans, explain how AI over the years has focused mainly on expertise, and suggest ways to endow an AI system with both common sense and effective reasoning. Finally, they consider the critical issue of how we can trust an autonomous machine to make decisions, identifying two fundamental requirements for trustworthy autonomous AI systems: having reasons for doing what they do, and being able to accept advice. Both in the end are dependent on having common sense.

Sensemaking

Christian Madsbjerg
Sensemaking Book PDF

Author : Christian Madsbjerg
Publisher : Hachette UK
Page : 240 pages
File Size : 54,8 Mb
Release : 2017-03-21
Category : Business & Economics
ISBN : 9781408708385

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Sensemaking by Christian Madsbjerg Pdf

A FINANCIAL TIMES BUSINESS BOOK OF THE MONTH (APRIL 2017) Humans have become subservient to algorithms. Every day brings a new Moneyball fix - a maths whiz who will crack open an industry with clean fact-based analysis rather than human intuition and experience. As a result, we have stopped thinking. Machines do it for us. Christian Madsbjerg argues that our fixation with data often masks stunning deficiencies, and the risks for humankind are enormous. Blind devotion to number crunching imperils our businesses, our educations, our governments, and our life savings. Too many companies have lost touch with the humanity of their customers, while marginalising workers with arts-based skills. Contrary to popular thinking, Madsbjerg shows how many of today's biggest success stories stem not from 'quant' thinking but from deep, nuanced engagement with culture, language, and history. He calls his method sensemaking. In this landmark book, Madsbjerg lays out five principles for how business leaders, entrepreneurs, and individuals can use it to solve their thorniest problems. He profiles companies using sensemaking to connect with new customers, and takes readers inside the work process of sensemaking 'connoisseurs' like investor George Soros, architect Bjarke Ingels, and others. Both practical and philosophical, Sensemaking is a powerful rejoinder to corporate groupthink and an indispensable resource for leaders and innovators who want to stand out from the pack.

Rebooting AI

Gary Marcus,Ernest Davis
Rebooting AI Book PDF

Author : Gary Marcus,Ernest Davis
Publisher : Vintage
Page : 288 pages
File Size : 52,7 Mb
Release : 2019-09-10
Category : Computers
ISBN : 9781524748265

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Rebooting AI by Gary Marcus,Ernest Davis Pdf

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.

The Alignment Problem: Machine Learning and Human Values

Brian Christian
The Alignment Problem Machine Learning and Human Values Book PDF

Author : Brian Christian
Publisher : W. W. Norton & Company
Page : 459 pages
File Size : 55,8 Mb
Release : 2020-10-06
Category : Science
ISBN : 9780393635836

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The Alignment Problem: Machine Learning and Human Values by Brian Christian Pdf

A jaw-dropping exploration of everything that goes wrong when we build AI systems and the movement to fix them. Today’s “machine-learning” systems, trained by data, are so effective that we’ve invited them to see and hear for us—and to make decisions on our behalf. But alarm bells are ringing. Recent years have seen an eruption of concern as the field of machine learning advances. When the systems we attempt to teach will not, in the end, do what we want or what we expect, ethical and potentially existential risks emerge. Researchers call this the alignment problem. Systems cull résumés until, years later, we discover that they have inherent gender biases. Algorithms decide bail and parole—and appear to assess Black and White defendants differently. We can no longer assume that our mortgage application, or even our medical tests, will be seen by human eyes. And as autonomous vehicles share our streets, we are increasingly putting our lives in their hands. The mathematical and computational models driving these changes range in complexity from something that can fit on a spreadsheet to a complex system that might credibly be called “artificial intelligence.” They are steadily replacing both human judgment and explicitly programmed software. In best-selling author Brian Christian’s riveting account, we meet the alignment problem’s “first-responders,” and learn their ambitious plan to solve it before our hands are completely off the wheel. In a masterful blend of history and on-the ground reporting, Christian traces the explosive growth in the field of machine learning and surveys its current, sprawling frontier. Readers encounter a discipline finding its legs amid exhilarating and sometimes terrifying progress. Whether they—and we—succeed or fail in solving the alignment problem will be a defining human story. The Alignment Problem offers an unflinching reckoning with humanity’s biases and blind spots, our own unstated assumptions and often contradictory goals. A dazzlingly interdisciplinary work, it takes a hard look not only at our technology but at our culture—and finds a story by turns harrowing and hopeful.

Making Sense of Expertise

Reiner Grundmann
Making Sense of Expertise Book PDF

Author : Reiner Grundmann
Publisher : Taylor & Francis
Page : 216 pages
File Size : 44,5 Mb
Release : 2022-10-24
Category : Social Science
ISBN : 9781000737202

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Making Sense of Expertise by Reiner Grundmann Pdf

Current debates about experts are often polarized and based on mistaken assumptions, with expertise either defended or denigrated. Making Sense of Expertise instead proposes a conceptual framework for the study of expertise in order to facilitate a more nuanced understanding of the role of expertise in contemporary society. Too often different meanings of experts and expertise are implied without making them explicit. Grundmann’s approach to expertise is based on a synthesis of approaches that exist in various fields of knowledge. The book aims at dispelling much of the confusion by offering a comprehensive and rigorous framework for the study of expertise. A series of in-depth case studies drawn from contemporary issues, including the climate crisis and the COVID-19 pandemic, provide the empirical basis of the author’s comprehensive approach. This thought-provoking book will be of great interests to students, instructors and researchers in a range of fields in the humanities, social sciences, and science and technology studies.