"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 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.
Stuart Russell is a professor of Computer Science and holder of the Smith-Zadeh Chair in Engineering at the University of California, Berkeley. He has served as the Vice-Chair of the World Economic Forum's Council on AI and Robotics and as an advisor to the United Nations on arms control. He is a Fellow of the American Association for Artificial Intelligence, the Association for Computing Machinery, and the American Association for the Advancement of Science. He is the author (with Peter Norvig) of the definitive and universally acclaimed textbook on AI, Artificial Intelligence: A Modern Approach.
Praise for Human Compatible:
“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
“A carefully written explanation of the concepts underlying AI as
well as the history of their development. If you want to understand
how fast AI is developing and why the technology is so
dangerous, Human Compatible is your guide.”
—TechCrunch
“Sound[s] an important alarm bell . . . Human Compatible marks
a major stride in AI studies, not least in its emphasis on ethics.
At the book’s heart, Russell incisively discusses the misuses of
AI.” —Nature
“An AI expert’s chilling warning . . . Fascinating, and significant
. . . Russell is not warning of the dangers of conscious machines,
just that superintelligent ones might be misused or might misuse
themselves.” —The Times (UK)
“An excellent, nuanced history of the field.” —The Telegraph
(UK)
“A brillantly clear and fascinating exposition of the history of
computing thus far, and how very difficult true AI will be to
build.” —The Spectator (UK)
“Human Compatible made me a convert to Russell's concerns with
our ability to control our upcoming creation—super-intelligent
machines. Unlike outside alarmists and futurists, Russell is a
leading authority on AI. His new book will educate the public
about AI more than any book I can think of, and is a delightful and
uplifting read.” —Judea Pearl, Turing Award-winner and author
of The Book of Why
“Stuart Russell has long been the most sensible voice in computer
science on the topic of AI risk. And he has now written the
book we've all been waiting for -- a brilliant and utterly
accessible guide to what will be either the best or worst
technological development in human history.” —Sam Harris, author of
Waking Up and host of the Making Sense podcast
“This beautifully written book addresses a fundamental challenge
for humanity: increasingly intelligent machines that do what we ask
but not what we really intend. Essential reading if you care
about our future.” —Yoshua Bengio, winner of the 2019 Turing Award
and co-author of Deep Learning
“Authoritative [and] accessible . . . A strong case for planning
for the day when machines can outsmart us.” —Kirkus Reviews
“The right guide at the right time for technology enthusiasts
seeking to explore the primary concepts of what makes AI valuable
while simultaneously examining the disconcerting aspects of AI
misuse.” —Library Journal
“The same mix of de-mystifying authority and practical
advice that Dr. Benjamin Spock once brought to the care and
raising of children, Dr. Stuart Russell now brings to the care,
raising, and yes, disciplining of machines. He has written the
book that most—but perhaps not all—machines would like you to
read.” —George Dyson, author of Turing's Cathedral
“Persuasively argued and lucidly imagined, Human
Compatible offers an unflinching, incisive look at
what awaits us in the decades ahead. No researcher has argued more
persuasively about the risks of AI or shown more clearly the way
forward. Anyone who takes the future seriously should pay
attention.” —Brian Christian, author of Algorithms to Live By
“A book that charts humanity's quest to understand intelligence,
pinpoints why it became unsafe, and shows how to course-correct if
we want to survive as a species. Stuart Russell, author of the
leading AI textbook, can do all that with the wealth of knowledge
of a prominent AI researcher and the persuasive clarity and wit of
a brilliant educator.” —Jann Tallinn, co-founder of Skype
“Can we coexist happily with the intelligent machines that humans
will create? ‘Yes,’ answers Human Compatible, ‘but first . . .’
Through a brilliant reimagining of the foundations of artificial
intelligence, Russell takes you on a journey from the very
beginning, explaining the questions raised by an AI-driven society
and beautifully making the case for how to ensure machines remain
beneficial to humans. A totally readable and crucially important
guide to the future from one of the world's leading
experts.” —Tabitha Goldstaub, co-founder of CognitionX and
Head of the UK Government's AI Council
“Stuart Russell, one of the most important AI scientists of the
last 25 years, may have written the most important book about AI so
far, on one of the most important questions of the 21st century:
How to build AI to be compatible with us. The book proposes a novel
and intriguing solution for this problem, while offering many
thought-provoking ideas and insights about AI along the way. An
accessible and engaging must-read for the developers of AI and the
users of AI—that is, for all of us.” —James Manyika,
chairman and director of McKinsey Global Institute
“In clear and compelling language, Stuart Russell describes the
huge potential benefits of artificial Intelligence, as well as the
hazards and ethical challenges. It's especially welcome that a
respected leading authority should offer this balanced appraisal,
avoiding both hype and scaremongering.” —Lord Martin Rees,
Astronomer Royal and former President of the Royal Society
![]() |
Ask a Question About this Product More... |
![]() |