Human Compatible

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Human Compatible

Stuart Russell
Human Compatible Book PDF

Author : Stuart Russell
Publisher : Penguin
Page : 352 pages
File Size : 51,6 Mb
Release : 2019-10-08
Category : Technology & Engineering
ISBN : 9780525558620

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Human Compatible by Stuart Russell Pdf

"The most important book on AI this year." --The Guardian "Mr. Russell's exciting book goes deep, while sparkling with dry witticisms." --The Wall Street Journal "The most important book I have read in quite some time" (Daniel Kahneman); "A must-read" (Max Tegmark); "The book we've all been waiting for" (Sam Harris) A leading artificial intelligence researcher lays out a new approach to AI that will enable us to coexist successfully with increasingly intelligent machines In the popular imagination, superhuman artificial intelligence is an approaching tidal wave that threatens not just jobs and human relationships, but civilization itself. Conflict between humans and machines is seen as inevitable and its outcome all too predictable. In this groundbreaking book, distinguished AI researcher Stuart Russell argues that this scenario can be avoided, but only if we rethink AI from the ground up. Russell begins by exploring the idea of intelligence in humans and in machines. He describes the near-term benefits we can expect, from intelligent personal assistants to vastly accelerated scientific research, and outlines the AI breakthroughs that still have to happen before we reach superhuman AI. He also spells out the ways humans are already finding to misuse AI, from lethal autonomous weapons to viral sabotage. If the predicted breakthroughs occur and superhuman AI emerges, we will have created entities far more powerful than ourselves. How can we ensure they never, ever, have power over us? Russell suggests that we can rebuild AI on a new foundation, according to which machines are designed to be inherently uncertain about the human preferences they are required to satisfy. Such machines would be humble, altruistic, and committed to pursue our objectives, not theirs. This new foundation would allow us to create machines that are provably deferential and provably beneficial.

The Plot to Destroy Democracy

Malcolm Nance
The Plot to Destroy Democracy Book PDF

Author : Malcolm Nance
Publisher : Hachette Books
Page : 0 pages
File Size : 53,7 Mb
Release : 2019-04-16
Category : Political Science
ISBN : 0316484830

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The Plot to Destroy Democracy by Malcolm Nance Pdf

New York Times and USA Today bestselling author provides a provocative, comprehensive analysis of Vladimir Putin and Russia's master plan to destroy democracy in the age of Donald Trump, with a foreword by Rob Reiner. "A convincing cry that treason is afoot." - Kirkus Reviews "[E]ven as this plot gets more intricate (and, yes, sometimes it does read like a political thriller), readers will be turning pages quickly, feeling both anxiety and betrayal. . . . [E]ven supporters of the president will have something to think about." - Booklist In the greatest intelligence operation in the history of the world, Donald Trump was made President of the United States with the assistance of a foreign power. The Plot to Destroy Democracy reveals the dramatic story of how blackmail, espionage, assassination, and psychological warfare were used by Vladimir Putin and his spy agencies to steal the 2016 U.S. election-and attempted to bring about the fall of NATO, the European Union, and Western democracy. Career U.S. intelligence officer Malcolm Nance examines how Russia has used cyberwarfare, political propaganda, and manipulation of our perception of reality-and will do so again-to weaponize American news, traditional media, social media, and the workings of the internet to attack and break apart democratic institutions from within, and what we can expect to come should we fail to stop their next attack. Nance has utilized top secret Russian-sourced political and hybrid warfare strategy documents to demonstrate the master plan to undermine American institutions that has been in effect from the Cold War to the present day. He exposes how Russia has supported the campaigns of right-wing extremists throughout both the U.S. and Europe to leverage an axis of autocracy, and how Putin's agencies have worked since 2010 to bring fringe candidate Donald Trump into elections. Revelatory, insightful, and shocking, The Plot to Destroy Democracy puts a professional spy lens on Putin's plot and unravels it play-by-play. In the end, Nance provides a better understanding of why Putin's efforts are a serious threat to our national security and global alliances-in much more than one election-and a blistering indictment of Putin's puppet, President Donald J. Trump.

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 : 43,5 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.

Artificial Intelligence

Melanie Mitchell
Artificial Intelligence Book PDF

Author : Melanie Mitchell
Publisher : Farrar, Straus and Giroux
Page : 336 pages
File Size : 40,8 Mb
Release : 2019-10-15
Category : Computers
ISBN : 9780374715236

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Artificial Intelligence by Melanie Mitchell Pdf

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.

The Big Nine

Amy Webb
The Big Nine Book PDF

Author : Amy Webb
Publisher : PublicAffairs
Page : 272 pages
File Size : 50,8 Mb
Release : 2019-03-05
Category : Business & Economics
ISBN : 9781541773745

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The Big Nine by Amy Webb Pdf

A call-to-arms about the broken nature of artificial intelligence, and the powerful corporations that are turning the human-machine relationship on its head. We like to think that we are in control of the future of "artificial" intelligence. The reality, though, is that we -- the everyday people whose data powers AI -- aren't actually in control of anything. When, for example, we speak with Alexa, we contribute that data to a system we can't see and have no input into -- one largely free from regulation or oversight. The big nine corporations -- Amazon, Google, Facebook, Tencent, Baidu, Alibaba, Microsoft, IBM and Apple--are the new gods of AI and are short-changing our futures to reap immediate financial gain. In this book, Amy Webb reveals the pervasive, invisible ways in which the foundations of AI -- the people working on the system, their motivations, the technology itself -- is broken. Within our lifetimes, AI will, by design, begin to behave unpredictably, thinking and acting in ways which defy human logic. The big nine corporations may be inadvertently building and enabling vast arrays of intelligent systems that don't share our motivations, desires, or hopes for the future of humanity. Much more than a passionate, human-centered call-to-arms, this book delivers a strategy for changing course, and provides a path for liberating us from algorithmic decision-makers and powerful corporations.

I, Human

Tomas Chamorro-Premuzic
I Human Book PDF

Author : Tomas Chamorro-Premuzic
Publisher : Harvard Business Press
Page : 219 pages
File Size : 48,9 Mb
Release : 2023-02-28
Category : Computers
ISBN : 9781647820565

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I, Human by Tomas Chamorro-Premuzic Pdf

For readers of Sapiens and Homo Deus and viewers of The Social Dilemma, psychologist Tomas Chamorro-Premuzic tackles one of the biggest questions facing our species: Will we use artificial intelligence to improve the way we work and live, or will we allow it to alienate us? It's no secret that AI is changing the way we live, work, love, and entertain ourselves. Dating apps are using AI to pick our potential partners. Retailers are using AI to predict our behavior and desires. Rogue actors are using AI to persuade us with bots and misinformation. Companies are using AI to hire us—or not. In I, Human psychologist Tomas Chamorro-Premuzic takes readers on an enthralling and eye-opening journey across the AI landscape. Though AI has the potential to change our lives for the better, he argues, AI is also worsening our bad tendencies, making us more distracted, selfish, biased, narcissistic, entitled, predictable, and impatient. It doesn't have to be this way. Filled with fascinating insights about human behavior and our complicated relationship with technology, I, Human will help us stand out and thrive when many of our decisions are being made for us. To do so, we'll need to double down on our curiosity, adaptability, and emotional intelligence while relying on the lost virtues of empathy, humility, and self-control. This is just the beginning. As AI becomes smarter and more humanlike, our societies, our economies, and our humanity will undergo the most dramatic changes we've seen since the Industrial Revolution. Some of these changes will enhance our species. Others may dehumanize us and make us more machinelike in our interactions with people. It's up to us to adapt and determine how we want to live and work. The choice is ours. What will we decide?

Rebooting AI

Gary Marcus,Ernest Davis
Rebooting AI Book PDF

Author : Gary Marcus,Ernest Davis
Publisher : Vintage
Page : 288 pages
File Size : 53,9 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.

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 : 54,8 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.

Human-Like Machine Intelligence

Stephen Muggleton,Nicholas Chater
Human Like Machine Intelligence Book PDF

Author : Stephen Muggleton,Nicholas Chater
Publisher : Oxford University Press
Page : 533 pages
File Size : 44,7 Mb
Release : 2021
Category : Computers
ISBN : 9780198862536

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Human-Like Machine Intelligence by Stephen Muggleton,Nicholas Chater Pdf

This book, authored by an array of internationally recognised researchers, is of direct relevance to all those involved in Academia and Industry wanting to obtain insights into the topics at the forefront of the revolution in Artificial Intelligence and Cognitive Science.

Superintelligence

Nick Bostrom
Superintelligence Book PDF

Author : Nick Bostrom
Publisher : Oxford University Press, USA
Page : 353 pages
File Size : 47,5 Mb
Release : 2014
Category : Computers
ISBN : 9780199678112

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Superintelligence by Nick Bostrom Pdf

This profoundly ambitious and original book picks its way carefully through a vast tract of forbiddingly difficult intellectual terrain.

Artificial Intelligence Basics

Tom Taulli
Artificial Intelligence Basics Book PDF

Author : Tom Taulli
Publisher : Apress
Page : 195 pages
File Size : 48,5 Mb
Release : 2019-08-01
Category : Computers
ISBN : 9781484250280

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Artificial Intelligence Basics by Tom Taulli Pdf

Artificial intelligence touches nearly every part of your day. While you may initially assume that technology such as smart speakers and digital assistants are the extent of it, AI has in fact rapidly become a general-purpose technology, reverberating across industries including transportation, healthcare, financial services, and many more. In our modern era, an understanding of AI and its possibilities for your organization is essential for growth and success. Artificial Intelligence Basics has arrived to equip you with a fundamental, timely grasp of AI and its impact. Author Tom Taulli provides an engaging, non-technical introduction to important concepts such as machine learning, deep learning, natural language processing (NLP), robotics, and more. In addition to guiding you through real-world case studies and practical implementation steps, Taulli uses his expertise to expand on the bigger questions that surround AI. These include societal trends, ethics, and future impact AI will have on world governments, company structures, and daily life. Google, Amazon, Facebook, and similar tech giants are far from the only organizations on which artificial intelligence has had—and will continue to have—an incredibly significant result. AI is the present and the future of your business as well as your home life. Strengthening your prowess on the subject will prove invaluable to your preparation for the future of tech, and Artificial Intelligence Basics is the indispensable guide that you’ve been seeking. What You Will Learn Study the core principles for AI approaches such as machine learning, deep learning, and NLP (Natural Language Processing)Discover the best practices to successfully implement AI by examining case studies including Uber, Facebook, Waymo, UiPath, and Stitch FixUnderstand how AI capabilities for robots can improve businessDeploy chatbots and Robotic Processing Automation (RPA) to save costs and improve customer serviceAvoid costly gotchasRecognize ethical concerns and other risk factors of using artificial intelligenceExamine the secular trends and how they may impact your business Who This Book Is For Readers without a technical background, such as managers, looking to understand AI to evaluate solutions.

Life 3.0

Max Tegmark
Life 3 0 Book PDF

Author : Max Tegmark
Publisher : Vintage
Page : 385 pages
File Size : 45,7 Mb
Release : 2017-08-29
Category : Technology & Engineering
ISBN : 9781101946602

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Life 3.0 by Max Tegmark Pdf

New York Times Best Seller How will Artificial Intelligence affect crime, war, justice, jobs, society and our very sense of being human? The rise of AI has the potential to transform our future more than any other technology—and there’s nobody better qualified or situated to explore that future than Max Tegmark, an MIT professor who’s helped mainstream research on how to keep AI beneficial. How can we grow our prosperity through automation without leaving people lacking income or purpose? What career advice should we give today’s kids? How can we make future AI systems more robust, so that they do what we want without crashing, malfunctioning or getting hacked? Should we fear an arms race in lethal autonomous weapons? Will machines eventually outsmart us at all tasks, replacing humans on the job market and perhaps altogether? Will AI help life flourish like never before or give us more power than we can handle? What sort of future do you want? This book empowers you to join what may be the most important conversation of our time. It doesn’t shy away from the full range of viewpoints or from the most controversial issues—from superintelligence to meaning, consciousness and the ultimate physical limits on life in the cosmos.

A Brief History of Artificial Intelligence

Michael Wooldridge
A Brief History of Artificial Intelligence Book PDF

Author : Michael Wooldridge
Publisher : Flatiron Books
Page : 148 pages
File Size : 54,9 Mb
Release : 2021-01-19
Category : Computers
ISBN : 9781250770738

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A Brief History of Artificial Intelligence by Michael Wooldridge Pdf

From Oxford's leading AI researcher comes a fun and accessible tour through the history and future of one of the most cutting edge and misunderstood field in science: Artificial Intelligence The somewhat ill-defined long-term aim of AI is to build machines that are conscious, self-aware, and sentient; machines capable of the kind of intelligent autonomous action that currently only people are capable of. As an AI researcher with 25 years of experience, professor Mike Wooldridge has learned to be obsessively cautious about such claims, while still promoting an intense optimism about the future of the field. There have been genuine scientific breakthroughs that have made AI systems possible in the past decade that the founders of the field would have hailed as miraculous. Driverless cars and automated translation tools are just two examples of AI technologies that have become a practical, everyday reality in the past few years, and which will have a huge impact on our world. While the dream of conscious machines remains, Professor Wooldridge believes, a distant prospect, the floodgates for AI have opened. Wooldridge's A Brief History of Artificial Intelligence is an exciting romp through the history of this groundbreaking field--a one-stop-shop for AI's past, present, and world-changing future.

Universal Human Rights in Theory and Practice

Jack Donnelly
Universal Human Rights in Theory and Practice Book PDF

Author : Jack Donnelly
Publisher : Cornell University Press
Page : 308 pages
File Size : 44,6 Mb
Release : 2003
Category : Law
ISBN : 0801487765

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Universal Human Rights in Theory and Practice by Jack Donnelly Pdf

(unseen), $12.95. Donnelly explicates and defends an account of human rights as universal rights. Considering the competing claims of the universality, particularity, and relativity of human rights, he argues that the historical contingency and particularity of human rights is completely compatible with a conception of human rights as universal moral rights, and thus does not require the acceptance of claims of cultural relativism. The book moves between theoretical argument and historical practice. Rigorous and tightly-reasoned, material and perspectives from many disciplines are incorporated. Paper edition Annotation copyrighted by Book News, Inc., Portland, OR

The Cosmopolitan Tradition

Martha C. Nussbaum
The Cosmopolitan Tradition Book PDF

Author : Martha C. Nussbaum
Publisher : Harvard University Press
Page : 321 pages
File Size : 52,5 Mb
Release : 2019-08-13
Category : Philosophy
ISBN : 9780674052499

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The Cosmopolitan Tradition by Martha C. Nussbaum Pdf

The cosmopolitan political tradition defines people not according to nationality, family, or class but as equally worthy citizens of the world. Martha Nussbaum pursues this “noble but flawed” vision, confronting its inherent tensions over material distribution, differential abilities, and the ideological conflicts inherent to pluralistic societies.