
The Alignment Problem
Machine Learning and Human Values
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Narrated by:
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Brian Christian
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By:
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Brian Christian
About this listen
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. Listeners 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.
©2020 Brian Christian (P)2020 Brilliance Publishing, Inc., all rights reserved.Listeners also enjoyed...
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- Unabridged
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In this remarkably clear and companionable audiobook, leading complex systems scientist Melanie Mitchell provides an intimate tour of the sciences of complexity, a broad set of efforts that seek to explain how large-scale complex, organized, and adaptive behavior can emerge from simple interactions among myriad individuals.
By: Melanie Mitchell
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Human Compatible
- Artificial Intelligence and the Problem of Control
- By: Stuart Russell
- Narrated by: Raphael Corkhill
- Length: 11 hrs and 38 mins
- Unabridged
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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.
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Good General Introduction to AI Topic
- By Catherine Puma on 03-26-20
By: Stuart Russell
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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
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Life 3.0
- Being Human in the Age of Artificial Intelligence
- By: Max Tegmark
- Narrated by: Rob Shapiro
- Length: 13 hrs and 29 mins
- Unabridged
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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.
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Irritating
- By Thomas Cotter on 10-25-17
By: Max Tegmark
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AI Snake Oil
- What Artificial Intelligence Can Do, What It Can't, and How to Tell the Difference
- By: Sayash Kapoor, Arvind Narayanan
- Narrated by: Landon Woodson
- Length: 9 hrs and 58 mins
- Unabridged
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Confused about AI and worried about what it means for your future and the future of the world? You’re not alone. AI is everywhere—and few things are surrounded by so much hype, misinformation, and misunderstanding. In AI Snake Oil, computer scientists Arvind Narayanan and Sayash Kapoor cut through the confusion to give you an essential understanding of how AI works, why it often doesn’t, where it might be useful or harmful, and when you should suspect that companies are using AI hype to sell AI snake oil—products that don’t work, and probably never will.
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Basic level information nothing new here
- By Al on 10-09-24
By: Sayash Kapoor, and others
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Progressive Capitalism
- How to Make Tech Work for All of Us
- By: Ro Khanna
- Narrated by: Vikas Adam
- Length: 11 hrs and 42 mins
- Unabridged
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Unequal access to technology and the revenue it creates is one of the most pressing issues in the United States. An economic gulf exists between those who have struck gold in the tech industry and those left behind by the digital revolution; a geographic divide between those in the coastal tech industry and those in the heartland whose jobs have been automated; and existing inequalities in the technological access—students without computers, rural workers with spotty WiFi, and many workers without the luxury to work remotely.
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the content , the references to cases and all other relevant info
- By Anonymous User on 06-15-24
By: Ro Khanna
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The Coming Wave
- AI, Power, and Our Future
- By: Mustafa Suleyman, Michael Bhaskar - contributor
- Narrated by: Mustafa Suleyman
- Length: 12 hrs and 7 mins
- Unabridged
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We are approaching a critical threshold in the history of our species. Everything is about to change. Soon you will live surrounded by AIs. They will organize your life, operate your business, and run core government services. You will live in a world of DNA printers and quantum computers, engineered pathogens and autonomous weapons, robot assistants and abundant energy.
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Click bait
- By Buyer on 09-11-23
By: Mustafa Suleyman, and others
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The Future Is Faster Than You Think
- How Converging Technologies Are Disrupting Business, Industries, and Our Lives
- By: Peter H. Diamandis, Steven Kotler
- Narrated by: Peter H. Diamandis
- Length: 9 hrs and 53 mins
- Unabridged
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In their book Abundance, best-selling authors and futurists Peter Diamandis and Steven Kotler tackled grand global challenges, such as poverty, hunger, and energy. Then, in Bold, they chronicled the use of exponential technologies that allowed the emergence of powerful new entrepreneurs. Now the best-selling authors are back with The Future Is Faster Than You Think, a blueprint for how our world will change in response to the next 10 years of rapid technological disruption.
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Totally Mixed on This One
- By D. Sooley on 02-03-20
By: Peter H. Diamandis, and others
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Why Machines Learn
- The Elegant Math Behind Modern AI
- By: Anil Ananthaswamy
- Narrated by: Rene Ruiz
- Length: 13 hrs and 30 mins
- Unabridged
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We are living through a revolution in machine learning-powered AI that shows no signs of slowing down. This technology is based on relatively simple mathematical ideas, some of which go back centuries, including linear algebra and calculus, the stuff of seventeenth- and eighteenth-century mathematics. It took the birth and advancement of computer science and the kindling of 1990s computer chips designed for video games to ignite the explosion of AI that we see today. In this enlightening book, Anil Ananthaswamy explains the fundamental math behind machine learning.
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A great listen, but a physical book is pre appropriate
- By Sameer D. on 11-07-24
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The Singularity Is Nearer
- When We Merge with AI
- By: Ray Kurzweil
- Narrated by: Adam Barr
- Length: 10 hrs and 25 mins
- Unabridged
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Since it was first published in 2005, Ray Kurzweil's The Singularity Is Near and its vision of the future have been influential in spawning a worldwide movement with millions of followers, hundreds of books, major films, and thousands of articles. During the succeeding decade, many of Kurzweil's predictions about technological advancements have been borne out, and their viability has become familiar to the public through such now commonplace concepts. In this entirely new book Ray Kurzweil brings a fresh perspective to advances in the singularity.
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victory lap
- By Anonymous User on 06-30-24
By: Ray Kurzweil
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Weapons of Math Destruction
- How Big Data Increases Inequality and Threatens Democracy
- By: Cathy O'Neil
- Narrated by: Cathy O'Neil
- Length: 6 hrs and 23 mins
- Unabridged
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We live in the age of the algorithm. Increasingly, the decisions that affect our lives—where we go to school, whether we can get a job or a loan, how much we pay for health insurance—are being made not by humans, but by machines. In theory, this should lead to greater fairness: Everyone is judged according to the same rules.
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More are US social problems that WMD
- By Laurent Bourgault-Roy on 01-08-17
By: Cathy O'Neil
What listeners say about The Alignment Problem
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- Hila
- 12-11-20
A must read to every data scientist👩🏼💻
This book is most definitely the best creation by Brian Christian. I’m speechless, and listened to the whole book in 6 days. This is a brilliant niche in AI, up to date, and fascinating.
I cannot emphasize in words how much I enjoyed it (perhaps in a word2vec it’s the infinity vector?) And I can’t wait for Brian’s next audiobook.
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- Philip Van Stockum
- 11-15-20
Best overview of the topic I’ve read
This is an excellent overview of the field of machine learning - its history, the problems it faces as it is applied in the real world, and the potential routes for its (and our) future. I’ve read many layperson books on the topic in the past, and I learned a ton from The Alignment Problem. I now have a more complete understanding of the structure of the field and the technical framework it’s built on, as well as the what the technology can and so far cannot do for us. Equally of interest are the questions about human society that the book raises. Can we succeed at aligning AI’s goals with our own if we don’t really understand what our own goals are? Christian describes the current ideas for how this may be possible, as well as the ways in which AI has so far been highlighting moral questions that we didn’t even realize we were confused about.
The amount of research that went into this book is astounding - Christian draws from interviews with the top figures in every aspect of the field. It’s written clearly and succinctly, in a way that should be accessible to any reader, regardless of their prior knowledge of the topic. It’s also narrated by the author in a clear and incisive voice. An overall fantastic experience.
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- Boxy
- 02-15-23
Good history of the problem
The author provides a detailed history of the problem in relation to machine, learning, and human values. It was an interesting read, although dry in some spots was overall worth the read.
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- Vladimir Randy Jeune
- 07-27-24
This book was very enlightening
This book does a great job of telling the history and current limits of AI. It also does a good job of shining a light on or own shortcomings and how we should be careful not to imprint them in our AI. We should be careful but we can learn a lot from each other.
The narration was great and the story was very interesting.
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- Dan Collins
- 10-10-23
Hands Down: the Best AI Book
As a tech professional who has made it a point to listen to a number of these AI books on Audible, I recommend this book. It is truly a must-read.
The quality of the book is solid, the scope is complete and the explanations are approachable. What sets this book apart is that this book talks at length about how the folks that are on the cutting edge of AI are attempting to make machines care about what humans care about. This is the "Alignment Problem".
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2 people found this helpful
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- Amazon Customer
- 12-09-23
Phenomenal
This is extremely good. If you want to understand the real dangers of AI, read this book. Most of the recent work is either overblown or catastrophizing, but the author here takes a nuanced approach that looks at the actual research and problems arising from trying to implement human values in AI.
Every other sentence is thought provoking and spurred wholly new insights for me. I cannot recommend this one enough.
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1 person found this helpful
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- Morten Hansen
- 06-13-23
Excellent and broad introduction
A very good and broad introduction to the various topics and issues surrounding AI and machine learning.
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- Whit B
- 10-24-24
Enthralling
This was such an incredible portrayal of the advancements in machine learning by tying it to the ways humans learn.
The author, in a very relatable way, ties the development of better learning systems to our collective understanding of how humans grow and learn.
Incredibly fascinating all the way through!
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- Mushon
- 11-23-24
Deep study of how we formulate and reinforce value systems into and through models
Powerful primer into the field that lays out the key terminology and the historical milestones. Essential read for anyone interested in developing a critical perspective on AI ethics.
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- Ran Away
- 07-18-22
Very enlightening
I learned a great deal about artificial intelligence reading this book including current big ideas, and clearly presented ethical and practical challenges in designing and implementing AI. The author’s narration was engaging and clear.
I strongly recommend this book and audiobook.
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1 person found this helpful