Fans pick 100 books like Power and Prediction

By Ajay Agrawal, Joshua Gans, Avi Goldfarb

Here are 100 books that Power and Prediction fans have personally recommended if you like Power and Prediction. 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 Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy

Manil Suri Author Of The Big Bang of Numbers: How to Build the Universe Using Only Math

From my list on to make you fall in love with mathematics.

Why am I passionate about this?

I’m a mathematics professor who ended up writing the internationally bestselling novel The Death of Vishnu (along with two follow-ups) and became better known as an author. For the past decade and a half, I’ve been using my storytelling skills to make mathematics more accessible (and enjoyable!) to a broad audience. Being a novelist has helped me look at mathematics in a new light, and realize the subject is not so much about the calculations feared by so many, but rather, about ideas. We can all enjoy such ideas, and thereby learn to understand, appreciate, and even love math. 

Manil's book list on to make you fall in love with mathematics

Manil Suri Why did Manil love this book?

A primary reason to love math is because of its usefulness. This book shows two sides of math’s applicability, since it is so ubiquitously used in various algorithms.

On the one hand, such usage can be good, because statistical inferences can make our life easier and enrich it. On the other, when these are not properly designed or monitored, it can lead to catastrophic consequences. Mathematics is a powerful force, as powerful as wind or fire, and needs to be harnessed just as carefully.

Cathy O’Neil’s message in this book spoke deeply to me, reminding me that I need to be always vigilant about the subject I love not being deployed carelessly.  

By Cathy O’Neil,

Why should I read it?

11 authors picked Weapons of Math Destruction as one of their favorite books, and they share why you should read it.

What is this book about?

'A manual for the 21st-century citizen... accessible, refreshingly critical, relevant and urgent' - Financial Times

'Fascinating and deeply disturbing' - Yuval Noah Harari, Guardian Books of the Year

In this New York Times bestseller, Cathy O'Neil, one of the first champions of algorithmic accountability, sounds an alarm on the mathematical models that pervade modern life -- and threaten to rip apart our social fabric.

We live in the age of the algorithm. Increasingly, the decisions that affect our lives - where we go to school, whether we get a loan, how much we pay for insurance - are being made…


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 Risk Thinking: ...In an Uncertain 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?

Another classic, which influenced my book. Ron is the founder of RiskThinking AI, which focuses on the financial effects of climate change.

His fascinating stories include one of the first fatalities from self-driving cars, when it struck a woman with a bicycle running to cross the road. Any human driver would have seen an uncertain image and slowed down, playing out a group of possible scenarios. But AI hasn’t learned that kind of humility.

Eventually, when it does, the machines and people will learn how to manage risk together, and that will lead to more courage. The best part of this book is his insight into how the use of new technology changes human behavior.  

By Ron S Dembo,

Why should I read it?

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

What is this book about?

Our age of radical uncertainty requires a new way of assessing risk that pays more attention to the extreme outliers that too often become tomorrow’s reality.

Today’s models cannot cope with the frightening new unpredictable risks we face every day that frequently seem to come out of left field – the effects of climate change, a killer pandemic, a cascading wildfire, a financial crisis triggered by faceless algorithms, or a devastating cyber-attack that shuts down the electric power grid.

This accessible book advocates a new, more realistic approach to analyzing risk and strategizing—one that is less reliant on a single…


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Book cover of The Coaching Habit: Say Less, Ask More & Change the Way You Lead Forever

The Coaching Habit by Michael Bungay Stanier,

The coaching book that's for all of us, not just coaches.

It's the best-selling book on coaching this century, with 15k+ online reviews. Brené Brown calls it "a classic". Dan Pink said it was "essential".

It is practical, funny, and short, and "unweirds" coaching. Whether you're a parent, a teacher,…

Book cover of AI 2041: Ten Visions for Our Future

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?

As an author of science fiction, I loved this book because each chapter included a brief science fiction short story illustrating the chapter’s subject. This is another very-readable book for non-technical people interested in what the future of AI will be like.

The book estimates when various ramifications of AI will occur, but the field is advancing at an accelerating rate, so the dates need to be taken with a grain of salt.

By Kai-Fu Lee, Chen Qiufan,

Why should I read it?

5 authors picked AI 2041 as one of their favorite books, and they share why you should read it.

What is this book about?

A WALL STREET JOURNAL, WASHINGTON POST, AND FINANCIAL TIMES BEST BOOK OF THE YEAR

In this ground-breaking blend of imaginative storytelling and scientific forecasting, a pioneering AI expert and a leading writer of speculative fiction join forces to answer an imperative question: How will artificial intelligence change our world within twenty years?

AI will be the defining development of the twenty-first 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,…


Book cover of Prediction Machines: The Simple Economics of Artificial Intelligence

Richard Holden Author Of Money in the Twenty-First Century: Cheap, Mobile, and Digital

From my list on books about the digital economy.

Why am I passionate about this?

I’m an economics professor, but I also have a column in Australia’s leading financial newspaper so I really appreciate authors who can tackle complex topics in an accessible manner. I’m also both extremely interested in and do academic research on topics to do with technologies like two-sided platforms, cryptocurrencies, blockchain, and artificial intelligence. All these books made me think harder about the big issues in these areas, and how to combine rigorous research with what is actually happening—often at breakneck speed—in the real-world digital economy.

Richard's book list on books about the digital economy

Richard Holden Why did Richard love this book?

This book helped me understand why advances in artificial intelligence are going to have a big impact on productivity and economic growth. I loved the analogies to old technologies like electrification of factories, and newer examples like how Team New Zealand used simulations to change racing tactics and boat design.

The book has an important, big idea at its heart. That idea is that AI helps organizations make better predications, and those better predictions allow organizations to be fundamentally redesigned to take advantage of this. This is where the AI productivity revolution comes from.

By Ajay Agrawal, Joshua Gans, Avi Goldfarb

Why should I read it?

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

What is this book about?

"What does AI mean for your business? Read this book to find out." -- Hal Varian, Chief Economist, Google Artificial intelligence does the seemingly impossible, magically bringing machines to life--driving cars, trading stocks, and teaching children. But facing the sea change that AI will bring can be paralyzing. How should companies set strategies, governments design policies, and people plan their lives for a world so different from what we know? In the face of such uncertainty, many analysts either cower in fear or predict an impossibly sunny future.

But in Prediction Machines, three eminent economists recast the rise of AI…


Book cover of The Inevitable: Understanding the 12 Technological Forces That Will Shape Our Future

Ethan Turer Author Of The Next Gold Rush: The Future of Investing in People

From my list on how past events will impact our future.

Why am I passionate about this?

Ever since I can remember I’ve been curious about history and how past events connect to our present; And how challenging it is to predict the future, even with all our advanced technologies. In the internet era, everything seems to be changing faster than ever before. I’m no expert, but I do know that if we don’t try to understand all the pieces of this complex puzzle, we’ll never be able to build the future we want. I don’t want to be left behind, so my book is an attempt at understanding the past and outlining a future of investing in people, the most undervalued asset class.

Ethan's book list on how past events will impact our future

Ethan Turer Why did Ethan love this book?

I love this book and try to reread it every couple of years.

This book doesn’t make any specific predictions about the future but instead identifies technological trends that are inevitable. 

Trends like accessing, tracking, and sharing, just to name a few. I like to think of the future as an ever-evolving entity that we get to shape. Kelly explains how technology changes in patterns that we can anticipate.  

If you feel like the increasing rate of technological change is getting too fast to keep up with, then I recommend reading—and rereading—The Inevitable.

By Kevin Kelly,

Why should I read it?

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

What is this book about?

“A quintessential work of technological futurism.” – James Surowiecki, strategy + business, “Best Business Books 2017 – Innovation”

From one of our leading technology thinkers and writers, a guide through the twelve technological imperatives that will shape the next thirty years and transform our lives

Much of what will happen in the next thirty years is inevitable, driven by technological trends that are already in motion. In this fascinating, provocative new book, Kevin Kelly provides an optimistic road map for the future, showing how the coming changes in our lives—from virtual reality in the home to an on-demand economy to…


Book cover of The Fourth Age: Smart Robots, Conscious Computers, and the Future of Humanity

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 really liked this book because, besides covering the potential ramifications of AI and robots, it also provides interesting insights explaining why different people hold radically different views on how they will affect the future.

While I don’t agree with all the author’s statements, it nevertheless provides much to consider.

By Byron Reese,

Why should I read it?

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

What is this book about?

As we approach a great turning point in history when technology is poised to redefine what it means to be human, The Fourth Age offers fascinating insight into AI, robotics, and their extraordinary implications for our species. "If you only read just one book about the AI revolution, make it this one" (John Mackey, cofounder and CEO, Whole Foods Market).

In The Fourth Age, Byron Reese makes the case that technology has reshaped humanity just three times in history: 100,000 years ago, we harnessed fire, which led to language; 10,000 years ago, we developed agriculture, which led to cities and…


Book cover of The Age of AI: And Our Human Future

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 provides a unique view of the ramifications of AI, including its impact on politics, international relations, and the military. While not a book one would use to learn the basics of the technology of artificial intelligence, it nevertheless provides a useful view of its important non-technical ramifications.

By Henry A. Kissinger, Eric Schmidt, Daniel Huttenlocher

Why should I read it?

2 authors picked The Age of AI as one of their favorite books, and they share why you should read it.

What is this book about?

Three of the world’s most accomplished and deep thinkers come together to explore Artificial Intelligence (AI) and the way it is transforming human society—and what this technology means for us all.

An AI learned to win chess by making moves human grand masters had never conceived. Another AI discovered a new antibiotic by analyzing molecular properties human scientists did not understand. Now, AI-powered jets are defeating experienced human pilots in simulated dogfights. AI is coming online in searching, streaming, medicine, education, and many other fields and, in so doing, transforming how humans are experiencing reality.

In The Age of AI,…


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

Mark Bailey Author Of Unknowable Minds

From my list on AI, philosophy, and the future.

Why am I passionate about this?

I’ve always been drawn to science books that ask the big questions - about the universe, humanity, and the challenges we face. As a kid, I would spend hours reading about the mysteries of space, technology, and philosophy, captivated by the way these fields intersect. My fascination with AI and complex systems deepened during my time in the Army, where I began to see how technology could shape global security in profound and often unpredictable ways. Today, I explore these ideas as a researcher and educator, focusing on the risks and ethical dilemmas of AI and autonomous systems. I hope the books on this list spark your curiosity.

Mark's book list on AI, philosophy, and the future

Mark Bailey Why did Mark love this book?

Toby Ord’s sobering and deeply researched examination of existential threats explores pivotal challenges like climate change, nuclear war, and AI. I’m fascinated by his thoughtful analysis, which positions humanity at a crossroads where our choices today could determine whether we thrive or collapse.

This book aligns closely with many of my own concerns, particularly in its discussion of AI as a potential existential risk. Ord’s emphasis on responsible stewardship of powerful technologies echoes my concerns about autonomous weapons and the unpredictability of AI decision-making. His call for ethical governance and adaptation in global security is crucial as we determine AI’s role in shaping humanity’s future.

By Toby Ord,

Why should I read it?

4 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 The Loop: How Technology is Creating a World Without Choices and How to Fight Back

Michael Wolk

From my list on feed your internet paranoia.

Why am I passionate about this?

Researching DevilsGame, about an Internet meltdown caused by an unknown evil, I exposed myself to some harrowing truths. I learned how astonishingly frail our internet ecosystem is and how imperiled it is by bad actors who have burrowed deeply and often invisibly into its infrastructure. So, beyond writing a fictional thriller, I was moved to ring a warning bell! And I hope by formatting DevilsGame as “hyperlinked fiction,” mixing real news sites with fictional sites created for the novel, readers will experience the story in a way that parallels and parodies the way we experience real, live crises these days: navigating from fact to fiction, often without observing the boundaries.

Michael's book list on feed your internet paranoia

Michael Wolk Why did Michael love this book?

The most philosophical of my recommendations, I found this book wonderfully heartening because it places the responsibility for understanding and responding to the negative impacts of our internet-driven era firmly in our own hands.

Ward made me realize that I am (along with the multitudes!) a victim of “the Loop, “ which is when our unconscious tendencies feed into the business and cultural forces working hard and happily “to convince us we’re making independent choices when we’re doing the opposite.”

I was grateful for Ward's suggestions for becoming self-aware and freeing ourselves—and our futures—from the “shrinking choices” imposed by the Loop.

By Jacob Ward,

Why should I read it?

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

What is this book about?

"The best book I have ever read about AI." -Roger McNamee, New York Times bestselling author of Zucked
Artificial intelligence is going to change the world as we know it. But the real danger isn't some robot that's going to enslave us: It's our own brain. Our brains are constantly making decisions using shortcuts, biases, and hidden processes-and we're using those same techniques to create technology that makes choices for us. In The Loop, award-winning science journalist Jacob Ward reveals how we are poised to build all of our worst instincts into our AIs, creating a narrow loop where each…


Book cover of Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy
Book cover of Genius Makers: The Mavericks Who Brought AI to Google, Facebook, and the World
Book cover of Risk Thinking: ...In an Uncertain World

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