100 books like The Alignment Problem

By Brian Christian,

Here are 100 books that The Alignment Problem fans have personally recommended if you like The Alignment Problem. Shepherd is a community of 12,000+ authors and super readers sharing their favorite books with the world.

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Book cover of The Scout Mindset: Why Some People See Things Clearly and Others Don't

William MacAskill Author Of What We Owe the Future

From my list on doing good.

Why am I passionate about this?

William MacAskill is an associate professor in philosophy at the University of Oxford. At the time of his appointment, he was the youngest associate professor of philosophy in the world. He cofounded the nonprofits Giving What We Can, the Centre for Effective Altruism, and Y Combinator–backed 80,000 Hours, which together have moved over $300 million to effective charities. He is the author of Doing Good Better and What We Owe The Future.

William's book list on doing good

William MacAskill Why did William love this book?

The Scout Mindset is one of the best books I know on reasoning clearly and developing a truth-seeking attitude. Galef argues that instead of being like “soldiers,” who engage in wishful thinking by defending the ideas they most want to believe, we should be more like “scouts,” whose goal is to actually find out what is true. The book includes some of the latest research on the skills and habits one needs to be an excellent reasoner. 

By Julia Galef,

Why should I read it?

4 authors picked The Scout Mindset as one of their favorite books, and they share why you should read it.

What is this book about?

Winner of best smart thinking book 2022 (Business Book Awards)
Guardian best books of 2021

'Original, thought-provoking and a joy to read' Tim Harford

'Highly recommended. It's not easy to become (more of) a scout, but it's hard not to be inspired by this book' Rutger Bregman

When it comes to what we believe, humans see what they want to see. In other words, we have what Julia Galef calls a 'soldier' mindset. From tribalism and wishful thinking, to rationalising in our personal lives and everything in between, we are driven to defend the ideas we most want to believe…


Book cover of Life 3.0: Being Human in the Age of Artificial Intelligence

Karl Lillrud Author Of AI Your Second Brain: Evolve or Go Extinct

From my list on teach you to embrace the future.

Why am I passionate about this?

I have for 28 years helped organizations around the world scale their business. I'm a dedicated innovator and thought leader in artificial intelligence and digital commerce. My passion for innovation thrives in exploring how AI can transform businesses and improve lives. I've authored 10 books and shared my insights as a professional speaker to educate, inspire, and motivate others. I love delving into the future of AI and innovation, which drives me to constantly learn and share knowledge. This list reflects the books that have significantly influenced my journey. My life is about pushing forward, always looking for alternatives to understand where those paths might lead us.

Karl's book list on teach you to embrace the future

Karl Lillrud Why did Karl love this book?

I was captivated by this book because it offers a profound exploration of AI's future impact on humanity. Max Tegmark pushes the boundaries of how we think about consciousness, identity, and the ethical implications of AI.

I love how the book stimulates deep reflection on our role in shaping AI's development. It inspired me to consider not just the technological advancements but also the societal responsibilities we hold.

By Max Tegmark,

Why should I read it?

5 authors picked Life 3.0 as one of their favorite books, and they share why you should read it.

What is this book about?

'This is the most important conversation of our time, and Tegmark's thought-provoking book will help you join it' Stephen Hawking

THE INTERNATIONAL BESTSELLER. DAILY TELEGRAPH AND THE TIMES BOOKS OF THE YEAR
SELECTED AS ONE OF BARACK OBAMA'S FAVOURITE BOOKS OF 2018

AI is the future - but what will that future look like? Will superhuman intelligence be our slave, or become our god?

Taking us to the heart of the latest thinking about AI, Max Tegmark, the MIT professor whose work has helped mainstream research on how to keep AI beneficial, separates myths from reality, utopias from dystopias, to…


Book cover of The Precipice: Existential Risk and the Future of Humanity

Nayef R.F. Al-Rodhan Author Of The Role of the Arab-Islamic World in the Rise of the West: Implications for Contemporary Trans-Cultural Relations

From my list on the frontier risks facing humanity in the 21st Century.

Why am I passionate about this?

I am a philosopher, neuroscientist, geostrategist, and futurologist. My work at the Geneva Centre for Security Policy, St. Antony’s College, and the World Economic Forum (as a member of the Global Future Council on the Future of Complex Risks) focuses on transdisciplinarity, with an emphasis on the interplay between philosophy, neuroscience, strategic culture, applied history, technology, and global security. I am particularly interested in the exponential growth of disruptive technologies, and how they have the potential to both foster and hinder the progress of human civilization. My mission is rooted in finding transdisciplinary solutions to identify, predict and manage frontier risks, both here on earth and in Outer Space.

Nayef's book list on the frontier risks facing humanity in the 21st Century

Nayef R.F. Al-Rodhan Why did Nayef love this book?

This is a fascinating book that explores the risks to humanity’s future, from well-documented threats such as climate change and weapons of mass destruction to less understood dangers emanating from disruptive technologies and man-made pandemics.

Ord, an Oxford philosopher, does an impressive job at explaining complex scientific issues in terms easily digestible for a broader audience. The book also develops important moral frameworks for tackling a wide range of existential risks.

By Toby Ord,

Why should I read it?

3 authors picked The Precipice as one of their favorite books, and they share why you should read it.

What is this book about?

This urgent and eye-opening book makes the case that protecting humanity's future is the central challenge of our time.

If all goes well, human history is just beginning. Our species could survive for billions of years - enough time to end disease, poverty, and injustice, and to flourish in ways unimaginable today. But this vast future is at risk. With the advent of nuclear weapons, humanity entered a new age, where we face existential catastrophes - those from which we could never come back. Since then, these dangers have only multiplied, from climate change to engineered pathogens and artificial intelligence.…


Book cover of Doing Good Better: How Effective Altruism Can Help You Help Others, Do Work That Matters, and Make Smarter Choices about Giving Back

Benjamin Todd Author Of 80,000 Hours: Find a Fulfilling Career That Does Good

From my list on how to have a positive social impact with careers.

Why are we passionate about this?

We’re a nonprofit that aims to help people have a positive social impact with their careers. Since you have, on average, 80,000 hours in your career, what you decide to do with that time might be your biggest opportunity to make a difference. Over the past ten years, we’ve conducted careful research into high-impact careers, and have helped thousands of people plan a career that has a high positive impact. 

Benjamin's book list on how to have a positive social impact with careers

Benjamin Todd Why did Benjamin love this book?

For those of us who want to live an ‘ethical life’ and help others, it’s not always easy to know what to do. Will gives one answer: the principles of effective altruism. The book sets out a practical guide to increasing your impact through your charity, volunteering, purchases, and choice of cause. We think it’s a really valuable tool to understand how you can have a positive impact.

By William MacAskill,

Why should I read it?

1 author picked Doing Good Better as one of their favorite books, and they share why you should read it.

What is this book about?

A radical reassessment of how we can most effectively help others by a rising star of philosophy and leading social entrepreneur.

'A surprising and often counterintuitive look at the best ways to make a difference . . . MacAskill is that rarest of beasts: a do-gooder who uses his head more than his heart.'
SUNDAY TIMES

Most of us want to make a difference. We donate to charity, buy Fairtrade coffee, or try to cut down on our carbon emissions. Rarely do we know if we're really helping, and despite our best intentions, our actions can have ineffective - and…


Book cover of What We Owe the Future

Benjamin Todd Author Of 80,000 Hours: Find a Fulfilling Career That Does Good

From my list on how to have a positive social impact with careers.

Why are we passionate about this?

We’re a nonprofit that aims to help people have a positive social impact with their careers. Since you have, on average, 80,000 hours in your career, what you decide to do with that time might be your biggest opportunity to make a difference. Over the past ten years, we’ve conducted careful research into high-impact careers, and have helped thousands of people plan a career that has a high positive impact. 

Benjamin's book list on how to have a positive social impact with careers

Benjamin Todd Why did Benjamin love this book?

Future generations might be very much impacted by the actions we take today: with climate change, nuclear war, or the changes in global values. But we often don’t take their interests into account. 

In this book, Will argues that positively influencing the fate of future generations is a key moral priority of our time and that there are things we can do today to make them better off. This may be one of the most important books of our time.

By William MacAskill,

Why should I read it?

2 authors picked What We Owe the Future as one of their favorite books, and they share why you should read it.

What is this book about?

Instant New York Times Bestseller

“This book will change your sense of how grand the sweep of human history could be, where you fit into it, and how much you could do to change it for the better. It's as simple, and as ambitious, as that.”
—Ezra Klein

An Oxford philosopher makes the case for “longtermism” — that positively influencing the long-term future is a key moral priority of our time.

The fate of the world is in our hands. Humanity’s written history spans only five thousand years. Our yet-unwritten future could last for millions more — or it could…


Book cover of The Coming Wave: Technology, Power, and the Twenty-first Century's Greatest Dilemma

Donald Firesmith Author Of A Cauldron of Uncanny Dreams

From my list on future world of ai and robots.

Why am I passionate about this?

I spent over forty years developing complex, software-intensive systems, and the Association of Computing Machinery honored me with the title of distinguished engineer. AI and robotics have been my main technical focus for the last 5 years. For the last couple of years, I have been binge-watching videos on advances in AI and robotics and binge-reading books on the topic. I am also a multi-award-winning author of science fiction novels and short stories. Most of the short stories in my coming book involve AI and robots.

Donald's book list on future world of ai and robots

Donald Firesmith Why did Donald love this book?

I loved this book because it is written by one of the foremost experts in AI, so I know I can trust the accuracy of the book’s technical aspects. Although written for a general audience so anyone can read it, the book nevertheless has a great deal of useful insights for engineers working in technology.

It clearly covers the critically important ramifications of today’s extremely rapid technical advancements being made, including safety and the alignment of an Artificial General Intelligence’s goals with those of humanity. It also comes with a clear set of definitions.

By Mustafa Suleyman, Michael Bhaskar,

Why should I read it?

1 author picked The Coming Wave as one of their favorite books, and they share why you should read it.

What is this book about?

*An Economist, Financial Times, Guardian, Prospect and Sunday Times Book of the Year*
Shortlisted for the FT and Schroders Business Book of the Year

This is the only book you need to understand our new world - from the ultimate AI insider, the CEO of Microsoft AI and co-founder of the pioneering AI company DeepMind.

'Important' YUVAL NOAH HARARI
'Excellent' BILL GATES
'Astonishing' STEPHEN FRY
'Stunning' RORY STEWART

Soon you will live surrounded by AIs. In a world of quantum computers, robot assistants and abundant energy, they will organise your life, operate your business, and run government services.

None of…


Book cover of Artificial Intelligence: A Modern Approach

Martin Musiol Author Of Generative AI: Navigating the Course to the Artificial General Intelligence Future

From my list on future-proof yourself for the AI era.

Why am I passionate about this?

My passion for generative AI first ignited in 2016 when I spoke about it at a conference, and ever since then, I can’t stop! I've created an online course, a newsletter and even wrote a book to spread knowledge on this groundbreaking technology. As an instructor, I empower others to explore the boundless potential of generative AI applications. Day in day out, I assist clients in crafting their own generative AI solutions, tailoring them to their unique needs.

Martin's book list on future-proof yourself for the AI era

Martin Musiol Why did Martin love this book?

I have a deep appreciation for Stuart Russell's book because it brilliantly balances theoretical foundations with practical applications in AI. This book is not just a textbook; it’s a comprehensive guide that covers everything from problem-solving and knowledge representation to machine learning and ethics.

Russell's clear explanations and engaging examples make complex concepts accessible, which resonates with my own passion for demystifying AI for readers. I recommend it to anyone interested in understanding AI's potential and challenges, as it equips you with the knowledge to navigate this rapidly evolving field responsibly and thoughtfully.

Book cover of Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play

Martin Musiol Author Of Generative AI: Navigating the Course to the Artificial General Intelligence Future

From my list on future-proof yourself for the AI era.

Why am I passionate about this?

My passion for generative AI first ignited in 2016 when I spoke about it at a conference, and ever since then, I can’t stop! I've created an online course, a newsletter and even wrote a book to spread knowledge on this groundbreaking technology. As an instructor, I empower others to explore the boundless potential of generative AI applications. Day in day out, I assist clients in crafting their own generative AI solutions, tailoring them to their unique needs.

Martin's book list on future-proof yourself for the AI era

Martin Musiol Why did Martin love this book?

While it’s not the newest tech, I love that it covers the essential groundwork that sparked the modern AI revolution. I personally think its perfect for engineers and data scientists. It's also a great precursor to my book, giving you the strong foundation you need before diving into the next wave of AI advancements.

By David Foster,

Why should I read it?

1 author picked Generative Deep Learning as one of their favorite books, and they share why you should read it.

What is this book about?

Generative modeling is one of the hottest topics in AI. It's now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. With this practical book, machine-learning engineers and data scientists will discover how to re-create some of the most impressive examples of generative deep learning models, such as variational autoencoders,generative adversarial networks (GANs), encoder-decoder models and world models.

Author David Foster demonstrates the inner workings of each technique, starting with the basics of deep learning before advancing to some of the most cutting-edge algorithms in the field. Through tips and tricks, you'll…


Book cover of Genius Makers: The Mavericks Who Brought AI to Google, Facebook, and the World

Art Kleiner Author Of The AI Dilemma: 7 Principles for Responsible Technology

From my list on understanding AI and its effect on people.

Why am I passionate about this?

I’m a storyteller writing on business and technology. I specialize in clear views of complex systems. When Juliette showed me her research on tech companies and AI responsibility, I saw the power of a book – the book that ultimately became The AI Dilemma. The core dilemma is that in the right hands the technology is needed, and in the wrong hands it’s dangerous. When Juliette asked me to coauthor it, I jumped at the chance. As we worked, I realized that the topic brought into focus all the research and thinking I’d ever done about human, organizational, and machine behavior. 

Art's book list on understanding AI and its effect on people

Art Kleiner Why did Art love this book?

If ever a subject deserved the sweeping hand of a highly skilled journalist/historian, it’s generative AI and machine learning. The field is shaped by its founders’ idiosyncratic and fascinating personalities.

NYTimes reporter Cade Metz observed many events first-hand. We read about Go Grandmaster Lee Sedol recovering from losing to Google’s AI by mastering the machine’s logic. We see Geoffrey Hinton flying supine because of his back problems, and the origins of Joy Buolamwini’s famous Gender Shades project.

We get the backstory to the most serious issues: like how well can AI developers be trusted to manage risk? As a journalist-historian myself, I deeply appreciate being immersed in contemporary history. 

By Cade Metz,

Why should I read it?

1 author picked Genius Makers as one of their favorite books, and they share why you should read it.

What is this book about?

'This colourful page-turner puts artificial intelligence into a human perspective . . . Metz explains this transformative technology and makes the quest thrilling.' Walter Isaacson, author of Steve Jobs
____________________________________________________

This is the inside story of a small group of mavericks, eccentrics and geniuses who turned Artificial Intelligence from a fringe enthusiasm into a transformative technology. It's the story of how that technology became big business, creating vast fortunes and sparking intense rivalries. And it's the story of breakneck advances that will shape our lives for many decades to come - both for good and for ill.
________________________________________________

'One day…


Book cover of Machine Learning

Matthew Kirk Author Of Thoughtful Machine Learning with Python: A Test-Driven Approach

From my list on ethical artificial intelligence.

Why am I passionate about this?

My personal passion behind ethical AI started early in my life. I was raised by someone who had a personality disorder, and grew up being gaslit and manipulated. It was hard for me personally to understand what was reality and what was made up. Being a nerdy kid, I spent most of my time studying computers and math to escape it all. And while I have made my own life writing books on machine learning, and programming for a living, I also care deeply about how what I do affects others. Being thoughtful is deep within me, and I sit with a Zen group and volunteer with the Mankind Project.

Matthew's book list on ethical artificial intelligence

Matthew Kirk Why did Matthew love this book?

Peter Flach’s book on machine learning had a profound impact on me. The book is simple to understand, and highly visual. But beyond that Peter himself is a lovely person who obviously cares about all his students. I believe for getting started in machine learning and wanting to understand the algorithms that power many models, this is a great place to start.

But most importantly it’s a great way to understand the power and gain more intention behind what we are doing.

By Peter Flach,

Why should I read it?

1 author picked Machine Learning as one of their favorite books, and they share why you should read it.

What is this book about?

As one of the most comprehensive machine learning texts around, this book does justice to the field's incredible richness, but without losing sight of the unifying principles. Peter Flach's clear, example-based approach begins by discussing how a spam filter works, which gives an immediate introduction to machine learning in action, with a minimum of technical fuss. Flach provides case studies of increasing complexity and variety with well-chosen examples and illustrations throughout. He covers a wide range of logical, geometric and statistical models and state-of-the-art topics such as matrix factorisation and ROC analysis. Particular attention is paid to the central role…


Book cover of The Scout Mindset: Why Some People See Things Clearly and Others Don't
Book cover of Life 3.0: Being Human in the Age of Artificial Intelligence
Book cover of The Precipice: Existential Risk and the Future of Humanity

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