
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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- By: Brian Christian
- Narrated by: Brian Christian
- Length: 13 hrs and 33 mins
- Unabridged
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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. 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 autonomous vehicles on our streets can injure or kill.
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Required reading for any AI course
- By ehan ferguson on 11-16-20
By: Brian Christian
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Our Final Invention
- Artificial Intelligence and the End of the Human Era
- By: James Barrat
- Narrated by: Gary Dana
- Length: 9 hrs and 16 mins
- Unabridged
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Artificial Intelligence helps choose what books you buy, what movies you see, and even who you date. It puts the "smart" in your smartphone and soon it will drive your car. It makes most of the trades on Wall Street, and controls vital energy, water, and transportation infrastructure. But Artificial Intelligence can also threaten our existence. In as little as a decade, AI could match and then surpass human intelligence. Corporations and government agencies are pouring billions into achieving AI’s Holy Grail - human-level intelligence.
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Kind of chilling
- By Keegan on 04-11-15
By: James Barrat
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Artificial Intelligence: A Modern Approach
- The Future Is Coming! Discover How Artificial Intelligence Will Change Your Life!
- By: Adam Jenson
- Narrated by: Russell Archey
- Length: 2 hrs and 9 mins
- Unabridged
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The world of technology is changing all the time. A product that is innovative and brand-new today can be old news tomorrow as we are in a constant state of looking for the newest and most innovative things that we can use. And when it comes to helping us stay on top of this technology, artificial intelligence is leading the pack. This audiobook will provide you all the information you need to understand and learn how artificial intelligence is being used in our modern world.
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A book of fluffy statements
- By Anonymous User on 03-20-25
By: Adam Jenson
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AI 2041
- Ten Visions for Our Future
- By: Kai-Fu Lee, Chen Qiufan
- Narrated by: Feodor Chin, Justin Chien, Soneela Nankani, and others
- Length: 18 hrs and 4 mins
- Unabridged
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AI will be the defining development of the 21st century. Within two decades, aspects of daily human life will be unrecognizable. AI will generate unprecedented wealth, revolutionize medicine and education through human-machine symbiosis, and create brand-new forms of communication and entertainment. In liberating us from routine work, however, AI will also challenge the organizing principles of our economic and social order.
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Good concept, poor execution
- By Amazon Customer on 12-08-21
By: Kai-Fu Lee, and others
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The Wealth of Nations
- By: Adam Smith
- Narrated by: Gildart Jackson
- Length: 36 hrs and 43 mins
- Unabridged
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The foundation for all modern economic thought and political economy, The Wealth of Nations is the magnum opus of Scottish economist Adam Smith, who introduces the world to the very idea of economics and capitalism in the modern sense of the words.
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ADAM SMITH
- By chetyarbrough.blog on 01-20-15
By: Adam Smith
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Atlas of AI
- Power, Politics, and the Planetary Costs of Artificial Intelligence
- By: Kate Crawford
- Narrated by: Larissa Gallagher
- Length: 8 hrs and 53 mins
- Unabridged
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What happens when artificial intelligence saturates political life and depletes the planet? How is AI shaping our understanding of ourselves and our societies? Drawing on more than a decade of research, award-winning scholar Kate Crawford reveals how AI is a technology of extraction: from the minerals drawn from the earth, to the labor pulled from low-wage information workers, to the data taken from every action and expression. This book reveals how this planetary network is fueling a shift toward undemocratic governance and increased inequity.
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A fascinating and thought provoking examination of
- By Tom Dawkins on 03-13-23
By: Kate Crawford
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Artificial Intelligence
- A Guide for Thinking Humans
- By: Melanie Mitchell
- Narrated by: Abby Craden, Melanie Mitchell, Tony Wolf
- Length: 9 hrs and 33 mins
- Unabridged
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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 methods of modern AI and machine learning, describing cutting-edge AI programs, their human inventors, and the historical lines of thought that led to recent achievements.
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Start understanding AI right here!
- By Chad M. on 01-26-20
By: Melanie Mitchell
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AI Superpowers
- China, Silicon Valley, and the New World Order
- By: Kai-Fu Lee
- Narrated by: Mikael Naramore
- Length: 9 hrs and 28 mins
- Unabridged
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In AI Superpowers, Kai-fu Lee argues powerfully that because of these unprecedented developments in AI, dramatic changes will be happening much sooner than many of us expected. Indeed, as the US-Sino AI competition begins to heat up, Lee urges the US and China to both accept and to embrace the great responsibilities that come with significant technological power.
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Compelled to listen at 2x speed
- By LEE on 09-26-18
By: Kai-Fu Lee
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Possible Minds
- Twenty-Five Ways of Looking at AI
- By: John Brockman - editor
- Narrated by: Kathleen McInerney, Will Damron, Jason Culp, and others
- Length: 10 hrs and 39 mins
- Unabridged
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The fruit of the long history of John 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 are deeply concerned with the threat of AI, including the existential one, while others have a very different view.
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The worst book purchase I’ve made in a long while
- By Y. Zhao on 06-07-19
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The Big Nine
- How the Tech Titans and Their Thinking Machines Could Warp Humanity
- By: Amy Webb
- Narrated by: Amanda Dolan
- Length: 9 hrs and 35 mins
- Unabridged
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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.
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Interesting but Frustrating
- By Kathy on 03-26-19
By: Amy Webb
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Co-Intelligence
- Living and Working with AI
- By: Ethan Mollick
- Narrated by: Ethan Mollick
- Length: 4 hrs and 39 mins
- Unabridged
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Something new entered our world in November 2022—the first general purpose AI that could pass for a human and do the kinds of creative, innovative work that only humans could do previously. Wharton professor Ethan Mollick immediately understood what ChatGPT meant: after millions of years on our own, humans had developed a kind of co-intelligence that could augment, or even replace, human thinking. Through his writing, speaking, and teaching, Mollick has become one of the most prominent and provocative explainers of AI.
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great intro book marred by poor narration
- By Amazon Customer on 04-14-24
By: Ethan Mollick
What listeners say about Human Compatible
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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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5 people found this helpful
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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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- Dean
- 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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2 people found this helpful
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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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1 person found this helpful
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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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- Not "like new"
- 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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1 person found this helpful