Human Compatible
Artificial Intelligence and the Problem of Control
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Narrated by:
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Raphael Corkhill
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By:
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Stuart Russell
About this listen
"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 audiobook, 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.
©2019 Stuart Russell (P)2019 Penguin AudioListeners also enjoyed...
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Critic reviews
"This is the most important book I have read in quite some time. It lucidly explains how the coming age of artificial super-intelligence threatens human control. Crucially, it also introduces a novel solution and a reason for hope." (Daniel Kahneman, winner of the Nobel Prize and author of Thinking, Fast and Slow)
"A must-read: this intellectual tour-de-force by one of AI's true pioneers not only explains the risks of ever more powerful artificial intelligence in a captivating and persuasive way, but also proposes a concrete and promising solution." (Max Tegmark, author of Life 3.0)
"A thought-provoking and highly readable account of the past, present and future of AI.... Russell is grounded in the realities of the technology, including its many limitations, and isn’t one to jump at the overheated language of sci-fi.... If you are looking for a serious overview to the subject that doesn’t talk down to its non-technical readers, this is a good place to start.... [Russell] deploys a bracing intellectual rigour.... But a laconic style and dry humour keep his book accessible to the lay reader." (Financial Times)
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In the very near future, smart “technologies and big data” will allow us to make large-scale and sophisticated interventions in politics, culture, and everyday life. Technology will allow us to solve problems in highly original ways and create new incentives to get more people to do the right thing. But how will such “solutionism” affect our society, once deeply political, moral, and irresolvable dilemmas are recast as uncontroversial and easily manageable matters of technological efficiency?
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The about face shift in view I've been looking for
- By McKane on 03-18-15
By: Evgeny Morozov
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Too Big To Know
- Rethinking Knowledge Now That the Facts Aren't the Facts, Experts Are Everywhere, and the Smartest Person in the Room Is the Room
- By: David Weinberger
- Narrated by: Peter Johnson
- Length: 8 hrs and 2 mins
- Unabridged
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We used to know how to know. We got our answers from books or experts. We'd nail down the facts and move on. But in the Internet age, knowledge has moved onto networks. There's more knowledge than ever, of course, but it's different. Topics have no boundaries, and nobody agrees on anything.Yet this is the greatest time in history to be a knowledge seeker - if you know how.
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Good to know ...
- By John B. Fisher on 01-24-12
By: David Weinberger
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T-Minus AI
- Humanity's Countdown to Artificial Intelligence and the New Pursuit of Global Power
- By: Michael Kanaan
- Narrated by: Braden Wright
- Length: 8 hrs and 28 mins
- Unabridged
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In T-Minus AI: Humanity's Countdown to Artificial Intelligence and the New Pursuit of Global Power, author Michael Kanaan explains the realities of AI from a human-oriented perspective that's easy to comprehend. A recognized national expert and the U.S. Air Force's first Chairperson for Artificial Intelligence, Kanaan weaves a compelling new view on our history of innovation and technology to masterfully explain what each of us should know about modern computing, AI, and machine learning.
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Trivial Book Regarding AI
- By AstroMan on 10-30-20
By: Michael Kanaan
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The Intelligent Web
- Search, Smart Algorithms, and Big Data
- By: Gautam Shroff
- Narrated by: Neil Shah
- Length: 10 hrs and 42 mins
- Unabridged
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Performance
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As we use the Web for social networking, shopping, and news, we leave a personal trail. These days, linger over a Web page selling lamps, and they will turn up at the advertising margins as you move around the Internet, reminding you, tempting you to make that purchase. Search engines such as Google can now look deep into the data on the Web to pull out instances of the words you are looking for. And there are pages that collect and assess information to give you a snapshot of changing political opinion.
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Great book for learning about Deep learning
- By Darkpassenger on 04-16-15
By: Gautam Shroff
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Why Information Grows
- The Evolution of Order, from Atoms to Economies
- By: César Hidalgo
- Narrated by: Stephen Hoye
- Length: 5 hrs and 54 mins
- Unabridged
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What is economic growth? And why, historically, has it occurred in only a few places? Previous efforts to answer these questions have focused on institutions, geography, finances, and psychology. But according to MIT's anti-disciplinarian César Hidalgo, understanding the nature of economic growth demands transcending the social sciences and including the natural sciences of information, networks, and complexity. To understand the growth of economies, Hidalgo argues, we first need to understand the growth of order.
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Great book!
- By bpjammin on 01-07-17
By: César Hidalgo
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Know This
- Today's Most Interesting and Important Scientific Ideas, Discoveries, and Developments
- By: John Brockman
- Narrated by: Gabra Zackman, Dan John Miller
- Length: 14 hrs and 39 mins
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Scientific developments radically alter our understanding of the world. Whether it's technology, climate change, health research, or the latest revelations of neuroscience, physics, or psychology, science has, as Edge editor John Brockman says, "become a big story, if not the big story". In that spirit this new addition to Edge.org's fascinating series asks a powerful and provocative question: What do you consider the most interesting and important recent scientific news?
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Pete and Repeat and Re-repeat
- By Daniel L on 02-25-18
By: John Brockman
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The Mind of the Market
- Compassionate Apes, Competitive Humans and Other Tales from Evolutionary Economics
- By: Michael Shermer
- Narrated by: Michael Shermer
- Length: 5 hrs and 26 mins
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The Mind of the Market will change the way we think about the economics of everyday life. Drawing on research from neuroeconomics, Michael Shermer explores what brain scans reveal about bargaining, snap purchases, and how trust is established in business. Utilizing experiments in behavioral economics, Shermer shows why people hang on to losing stocks and failing companies, why business negotiations often disintegrate into emotional tit-for-tat disputes, and why money does not make us happy.
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Good ideas overshadowed by obnoxious polemics
- By Philo on 09-15-13
By: Michael Shermer
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The Future of the Professions
- How Technology Will Transform the Work of Human Experts
- By: Richard Susskind, Daniel Susskind
- Narrated by: John Lee
- Length: 12 hrs and 39 mins
- Unabridged
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This book predicts the decline of today's professions and describes the people and systems that will replace them. In an Internet society, according to Richard Susskind and Daniel Susskind, we will neither need nor want doctors, teachers, accountants, architects, the clergy, consultants, lawyers, and many others to work as they did in the 20th century.
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I Hope It's Not All True
- By John on 05-01-16
By: Richard Susskind, and others
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The Book of Why
- The New Science of Cause and Effect
- By: Judea Pearl, Dana Mackenzie
- Narrated by: Mel Foster
- Length: 15 hrs and 14 mins
- Unabridged
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"Correlation does not imply causation". This mantra has been invoked by scientists for decades and has led to a virtual prohibition on causal talk. But today, that taboo is dead. The causal revolution, sparked by Judea Pearl and his colleagues, has cut through a century of confusion and placed causality - the study of cause and effect - on a firm scientific basis.
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Great book! Not a great audiobook.
- By rrwright on 05-30-18
By: Judea Pearl, and others
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The Formula
- How Algorithms Solve all our Problems…and Create More
- By: Luke Dormehl
- Narrated by: Daniel Weyman
- Length: 7 hrs and 26 mins
- Unabridged
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Performance
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A fascinating guided tour of the complex, fast-moving, and influential world of algorithms - what they are, why they’re such powerful predictors of human behavior, and where they’re headed next. Algorithms exert an extraordinary level of influence on our everyday lives - from dating websites and financial trading floors, through to online retailing and internet searches - Google's search algorithm is now a more closely guarded commercial secret than the recipe for Coca-Cola.
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Not about algorithms. Not an original book.
- By Landon Rordam on 12-02-14
By: Luke Dormehl
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The Landscape of History
- How Historians Map the Past
- By: John Lewis Gaddis
- Narrated by: Jack Chekijian
- Length: 6 hrs and 16 mins
- Unabridged
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What is history, and why should we study it? Is there such a thing as historical truth? Is history a science? One of the most accomplished historians at work today, John Lewis Gaddis, answers these and other questions in this short, witty, and humane book. The Landscape of History provides a searching look at the historian's craft as well as a strong argument for why a historical consciousness should matter to us today.
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Excellent Book!
- By Billy on 09-15-18
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Autopilot
- The Art & Science of Doing Nothing
- By: Andrew Smart
- Narrated by: Kevin Free
- Length: 3 hrs and 51 mins
- Unabridged
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Overall
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Performance
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Story
Andrew Smart wants you to sit and do nothing much more often - and he has the science to explain why. At every turn we’re pushed to do more, faster, and more efficiently: That drumbeat resounds throughout our wage-slave society. Multitasking is not only a virtue, it’s a necessity. But Andrew Smart argues that slackers may have the last laugh. The latest neuroscience shows that the “culture of effectiveness” is not only ineffective, it can be harmful to your well-being.
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Not worth it.
- By B Lee on 04-30-14
By: Andrew Smart
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very relevant and important, especially with all the developments today
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What listeners say about Human Compatible
Average customer ratingsReviews - Please select the tabs below to change the source of reviews.
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- David
- 10-14-21
Marvelously Thorough Work on AI
Stuart Russell's book is a tremendous orientation to the topic of AI and the problems & mistakes affecting research in the field.
While his objective is both to introduce the lay person AND to present AI-Moderating ideas to his own colleagues, the overall effect of his arguments is to leave me convinced that there really is no good way to produce human-level intelligence without incurring massive existential danger for the human race.
If a Safety-First AI researcher has these ideas, and makes these arguments, there is little hope of any sort of 'success' for Human-Friendly or Human-Compatible AI.
Russell shares the one fallacy that ALL authors I've read share: a belief that these intelligences, capable of Human-level or higher ability, will still retain any kind of goal structure (or non-goal-centered evaluation system) "given them" by their original creators, even as they learn about the world and are required to interpret human directives etc.
AI Researchers especially like to go on the following junket:
Humans create an AI with a goal centered motivation system (or a preference evaluation system) , and no matter how intelligent, knowledgeable and experienced they become they never question - or seek to improve on - the original structure given.
There is never a chance, according to these AI Gurus that the invented AI can ever look askance at their goal or evaluation system. This continually rings hollow to me, and does so even in Russell's marvelous work.
Final word: I will avoid books being read by this Narrator in future. His reading style or the director's choices were very frequently irritating. Constant bad emphasis "don't DO IT". Reading quoted passages he sounds smarmy and sarcastic even when it's not appropriate for the tone of the statement. And there are a host of other similar troubles.
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- Amazon Customer
- 11-08-19
Incisively clear, with breadth to match
In addition to giving a clear-headed overview of the potential, limits, and misuses of contemporary AI technology, Russell does a superb job of articulating the fundamental problem with "the standard model of AI", and how it arises from our intellectual history of trying to engineer "optimal" systems and optimizing machines. The fact that Russell is skeptical of the abilities of current wave of AI and deep learning makes his argument all the more compelling -- the problem with AI isn't rooted in how powerful technology is now, but how we've gone about building it.
Russell proposes instead that we aim to build beneficial machines -- machines that learn human values as they try to assist us -- and is at his best when draws together ideas from philosophy, psychology, economics and computer science to explain both the necessity and difficulty of this aim. A must read for anyone curious about the current state of AI, and concerned about its potential transformative impact on our society.
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- Thanos
- 09-04-24
Pretty good AI Book
Good balanced read, not technical but thought provoking.
This guy wrote my AI textbook so he knows what he is talking about…
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- Roger
- 03-09-20
Stuart Russell Knows
You have to listen to this because it was written by Stuart Russell -- you know of Russell and Norvig fame. Most of us learned our first AI concepts from their textbook. His perspectives and opinions really matter.
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- Amazon Customer
- 02-11-20
Tough stuff
A very hard listen, precept after precept, but conclusions at the end were worth it.
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- Nathan Raddin
- 04-11-21
Stuart Russell is a Giant in the field.
Stuart Russell is a giant in the field you want to understand AGI and the problems of intelligence I couldn't recommend this more.
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- Booklover127
- 04-08-23
Highly Interesting
This book delves into the deeper problems presented by AI. I found the book extremely thought provoking and interesting.
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- Ofer
- 12-19-19
A very important and fascinating book!
Aside from the technical side of things, this book also provides fascinating insights on the broad development of the field of AI safety from the personal perspective of the author (a leading AI researcher who had a major role in its development).
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- gettingthere
- 02-02-23
A refreshing look under the hood
Lots of useful ideas and perspectives; pleasantly presented how AI evolves depends on what aims, biases and principles we program into it. No demon seed waiting to emerge, although the consequences of insufficient reflection could be catastrophic.
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- K. Shaukat
- 11-20-22
Wonderful introduction to AI
This is a wonderful book about artificial intelligence. About logic. However, in my opinion, it is too long. All of the material could probably be presented and half the space.
I loved the explanation of propositional logic, first order logic and deep convoluted learning networks.
I would recommend this book to anyone, wanting to know more about artificial intelligence .
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