Fans pick 100 books like Four Battlegrounds

By Paul Scharre,

Here are 100 books that Four Battlegrounds fans have personally recommended if you like Four Battlegrounds. 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 Frankenstein

Lori Alden Holuta Author Of The Flight to Brassbright

From my list on teenage authors.

Why am I passionate about this?

When I was nine years old, my first poem was ‘published’ in my elementary school’s annual creative writing booklet. It was such a thrill to see my poem in print and to know lots of people would be reading it. I was hooked on writing, but it would be many, many years before I was published again. While I know it’s never too late to publish a book, I regret how long I waited. Young writers, don’t be afraid to go for it and don’t ever feel you’re not old enough for your words to matter. Readers need your unique, fresh vision.

Lori's book list on teenage authors

Lori Alden Holuta Why did Lori love this book?

I love that this book was the result of a dare! In 1816, eighteen-year-old Mary Shelley and three friends held a contest to see who could write the scariest story. Mary’s story—like her monster—has since taken on a life of its own and today permeates all forms of storytelling.

I find it amusing that my favorite version of the monster is the one Mel Brooks gave us in Young Frankenstein. I wonder what Mary Shelley would think if she knew how much her acceptance of a dare would change storytelling forever.

I like to revisit the original story from time to time to savor the gothic drama and flowery writing. If I’m reading it on a dark and stormy night, all the better.

By Mary Wollstonecraft Shelley,

Why should I read it?

48 authors picked Frankenstein as one of their favorite books, and they share why you should read it.

What is this book about?

One of the BBC's '100 Novels That Shaped Our World'

'That rare story to pass from literature into myth' The New York Times

Mary Shelley's chilling Gothic tale was conceived when she was only eighteen, living with her lover Percy Shelley on Lake Geneva. The story of Victor Frankenstein who, obsessed with creating life itself, plunders graveyards for the material to fashion a new being, but whose botched creature sets out to destroy his maker, would become the world's most famous work of horror fiction, and remains a devastating exploration of the limits of human creativity. Based on the third…


Book cover of The Myth of Artificial Intelligence: Why Computers Can't Think the Way We Do

Noreen Herzfeld Author Of The Artifice of Intelligence: Divine and Human Relationship in a Robotic Age

From my list on the dangerous future of AI.

Why am I passionate about this?

I’m a theologian who started out as a computer scientist. Teaching classes on AI got me wondering, not just whether we’d ever be able to create a human-like AI, but why we wanted to do so in the first place. It seemed to me that computers were the most helpful when they did the things we are not very good at—crunching big calculations, or exploring Mars—stuff we can’t do. That got me thinking that there might be something spiritual going on, that in a world where we increasingly no longer believed in God or angels, we were lonely. That we didn’t want a tool but a companion.  

Noreen's book list on the dangerous future of AI

Noreen Herzfeld Why did Noreen love this book?

There’s a lot of fear-mongering going around regarding the possibility of a superintelligent AI that could take over or even wipe out humanity. 

Larson gives a clear rationale for why this is not going to happen and further, why it is a big mistake to expect computer reasoning to be like human reasoning. He explains the ways computers think and how they differ from the ways we do. 

In short, we don’t have a clue how to give computers either consciousness or common sense. Without these, worrying about superhuman intelligence is worrying about the wrong thing. There is no way a computer using current AI methods could evolve into a general intelligence.  

By Erik J. Larson,

Why should I read it?

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

What is this book about?

"If you want to know about AI, read this book...It shows how a supposedly futuristic reverence for Artificial Intelligence retards progress when it denigrates our most irreplaceable resource for any future progress: our own human intelligence."-Peter Thiel

A cutting-edge AI researcher and tech entrepreneur debunks the fantasy that superintelligence is just a few clicks away-and argues that this myth is not just wrong, it's actively blocking innovation and distorting our ability to make the crucial next leap.

Futurists insist that AI will soon eclipse the capacities of the most gifted human mind. What hope do we have against superintelligent machines?…


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Book cover of Benghazi! A New History of the Fiasco that Pushed America and its World to the Brink

Benghazi! A New History of the Fiasco that Pushed America and its World to the Brink By Ethan Chorin,

Benghazi: A New History is a look back at the enigmatic 2012 attack on the US mission in Benghazi, Libya, its long-tail causes, and devastating (and largely unexamined) consequences for US domestic politics and foreign policy. It contains information not found elsewhere, and is backed up by 40 pages of…

Book cover of Is AI Good for the Planet?

Noreen Herzfeld Author Of The Artifice of Intelligence: Divine and Human Relationship in a Robotic Age

From my list on the dangerous future of AI.

Why am I passionate about this?

I’m a theologian who started out as a computer scientist. Teaching classes on AI got me wondering, not just whether we’d ever be able to create a human-like AI, but why we wanted to do so in the first place. It seemed to me that computers were the most helpful when they did the things we are not very good at—crunching big calculations, or exploring Mars—stuff we can’t do. That got me thinking that there might be something spiritual going on, that in a world where we increasingly no longer believed in God or angels, we were lonely. That we didn’t want a tool but a companion.  

Noreen's book list on the dangerous future of AI

Noreen Herzfeld Why did Noreen love this book?

Brevini gives us something real to worry about—climate change. Did you know that using ChatGPT to look something up can take up to ten times as much energy as doing a Google search? 

To most of us, AI seems like something that just happens in thin air (the cloud). But, in reality, the data centers needed to train and run AI rely on a variety of scarce resources and eat up vast amounts of energy in doing their calculations. This little book of just 109 small pages lays out the many ways in which AI is contributing to climate change. 

An AI-centric world will be a hot and stormy one, increasingly inhospitable for both humans and machines. And that has me worried.

By Benedetta Brevini,

Why should I read it?

1 author picked Is AI Good for the Planet? as one of their favorite books, and they share why you should read it.

What is this book about?

Artificial intelligence (AI) is presented as a solution to the greatest challenges of our time, from global pandemics and chronic diseases to cybersecurity threats and the climate crisis. But AI also contributes to the climate crisis by running on technology that depletes scarce resources and by relying on data centres that demand excessive energy use.

Is AI Good for the Planet? brings the climate crisis to the centre of debates around AI, exposing its environmental costs and forcing us to reconsider our understanding of the technology. It reveals why we should no longer ignore the environmental problems generated by AI.…


Book cover of Machines of Tomorrow: From AI Origins to Superintelligence & Posthumanity

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 loved this book because of its wide breadth. If you are only going to read a single book on AI and its ramifications, this would be my top recommendation.

It covers everything from the history of artificial intelligence to what the short- and mid-term future will look like. This book provides a solid foundation to help you prepare for a future dominated by AIs and robots. 

By Pedro Uria-Recio,

Why should I read it?

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

What is this book about?

"Machines of Tomorrow offers a fascinating journey into the future of AI, providing a unique perspective that combines technology, economics, geopolitics, and history." — PASCAL BORNET, Technology Influencer, 2 million followers.

How AI Will Shape Our World.

Written in an easy-to-read style accessible to everyone, "Machines of Tomorrow" grounds the reader in a thorough history and description of Artificial Intelligence, enabling an appreciation of its real trajectory and ultimately a deeper level of engagement with the core concept of the book: what should societies expect from AI in the coming decades?

How does AI truly function? How will AI affect…


Book cover of Is the Algorithm Plotting Against Us?: A Layperson's Guide to the Concepts, Math, and Pitfalls of AI

Michael Anthony Lewis Author Of Social Workers Count: Numbers and Social Issues

From my list on quant geeks.

Why am I passionate about this?

I've had a long-time interest in two things: mathematics and social issues. This is why I got degrees in social work (Masters) and sociology (PhD) and eventually focused on the quantitative aspects of these two areas. Social Workers Count gave me the chance to marry these two interests by showing the role mathematics can play in illuminating a number of pressing social issues.

Michael's book list on quant geeks

Michael Anthony Lewis Why did Michael love this book?

As I write these lines, artificial intelligence (AI) is getting a lot of attention.

This is largely due to ChatGpt recently bursting onto the scene. But even before ChatGpt began making its mark, AI was often in the news. Some have expressed worry that it will take our jobs, others that it will reinforce systemic oppression by making racially or otherwise discriminatory decisions, and some have even voiced concerns that one day a superintelligent AI might pose an existential threat to humanity.

In the midst of all this, what might get lost is what AI is, what it's capable of doing, and what its limitations are. Wenger's book is intended to address all of these questions. It manages to do so in a way which goes into some of the mathematics of AI systems and yet remain accessible to a lay audience.

After laying out the technical aspects of AI,…

By Kenneth Wenger,

Why should I read it?

1 author picked Is the Algorithm Plotting Against Us? as one of their favorite books, and they share why you should read it.

What is this book about?

Artificial intelligence is everywhere―it’s in our houses and phones and cars. AI makes decisions about what we should buy, watch, and read, and it won’t be long before AI’s in our hospitals, combing through our records. Maybe soon it will even be deciding who’s innocent, and who goes to jail . . . But most of us don’t understand how AI works. We hardly know what it is. In "Is the Algorithm Plotting Against Us?", AI expert Kenneth Wenger deftly explains the complexity at AI’s heart, demonstrating its potential and exposing its shortfalls. Wenger empowers readers to answer the question―What…


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Book cover of Aggressor

Aggressor By FX Holden,

It is April 1st, 2038. Day 60 of China's blockade of the rebel island of Taiwan. The US government has agreed to provide Taiwan with a weapons system so advanced, it can disrupt the balance of power in the region. But what pilot would be crazy enough to run the…

Book cover of Human Compatible: Artificial Intelligence and the Problem of Control

Dean Anthony & Sarah-Jayne Gratton Author Of Playing God with Artificial Intelligence

From my list on groundbreaking books on the future of AI.

Why are we passionate about this?

Coming from two very different backgrounds gives Dean and I a unique ‘view’ of a topic that we are both hugely passionate about: artificial intelligence. Our work together has gifted us a broader perspective in terms of understanding the development of and the philosophy beneath what is coined as artificial intelligence today and where we truly stand in terms of its potential for good – and evil. Our book list is intended to provide a great starting point from where you can jump into this incredibly absorbing topic and draw your own conclusions about where the future might take us.

Dean's book list on groundbreaking books on the future of AI

Dean Anthony & Sarah-Jayne Gratton Why did Dean love this book?

What sets this book apart for us is its focus on rethinking the very foundations of AI. The author, Russell, thoughtfully examines the concept of intelligence itself, comparing humans and machines and outlining the necessary milestones for reaching superhuman AI. 

He also doesn't shy away from the current dangers of AI misuse, providing some really great examples.

We found the book very hard to put down, and it raised so many ‘What if?” questions for us!

By Stuart Russell,

Why should I read it?

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

What is this book about?

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.…


Book cover of Superintelligence: Paths, Dangers, Strategies

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 absolutely love Nick Bostrom's book because it dives deep into the fascinating yet daunting future of artificial intelligence, a topic that resonates with my own work. Bostrom's exploration of how superintelligent AI could emerge and the profound risks it poses is both thought-provoking and essential reading for anyone curious about technology's trajectory.

His insights on the challenges of control and alignment really struck a chord with me, as they highlight the importance of designing AI systems that prioritize human values. This book not only raises critical questions but also inspires a sense of urgency to navigate the future responsibly, making it a personal favorite and a vital resource for anyone interested in the intersection of AI and ethics.

By Nick Bostrom,

Why should I read it?

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

What is this book about?

The human brain has some capabilities that the brains of other animals lack. It is to these distinctive capabilities that our species owes its dominant position. Other animals have stronger muscles or sharper claws, but we have cleverer brains.

If machine brains one day come to surpass human brains in general intelligence, then this new superintelligence could become very powerful. As the fate of the gorillas now depends more on us humans than on the gorillas themselves, so the fate of our species then would come to depend on the actions of the machine superintelligence.

But we have one advantage:…


Book cover of The Technology Trap: Capital, Labor, and Power in the Age of Automation

Darren McKee Author Of Uncontrollable: The Threat of Artificial Superintelligence and the Race to Save the World

From my list on understanding how AI will shape our lives.

Why am I passionate about this?

I'm an author, advisor, speaker, podcaster, and citizen concerned about humanity’s relationship with advanced artificial intelligence. After following developments in AI for many years, I noticed a disconnect between the rapid rate of progress in AI and the public’s understanding of what was happening. The AI issue affects everyone, so I want everyone to be empowered to learn more about how AI will have a large impact on their lives. As a senior policy advisor and a member of the Board of Advisors for Canada's leading safety and governance network, books such as these help me stay informed about the latest developments in advanced artificial intelligence. I hope my recommendations will help you to critically consider how humans should co-exist with this revolutionary technology.

Darren's book list on understanding how AI will shape our lives

Darren McKee Why did Darren love this book?

This excellent book provides a detailed history of technology and employment during the Industrial Revolution and up to the present. It is very well-researched and provides many useful insights.

For example, although the term ‘Luddite’ is often used negatively to describe those resistant to technology, the real Luddites were justified in their concerns as they were ultimately displaced due to automation. People were even put to death because they destroyed some of the new machines.

One of the main ways AI might affect our lives is in terms of employment, or rather, a lack of employment.

Frey empowers us to have a greater understanding of previous technological innovations and how they affected workers so that we are able to have more nuanced opinions on the matter. 

By Carl Benedikt Frey,

Why should I read it?

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

What is this book about?

"Made me look at the industrial revolution, invention, sleeping beauties, contexts and the forces that shape our societies differently."-David Byrne, New York Times Book Review

How the history of technological revolutions can help us better understand economic and political polarization in the age of automation

From the Industrial Revolution to the age of artificial intelligence, The Technology Trap takes a sweeping look at the history of technological progress and how it has radically shifted the distribution of economic and political power among society's members. As Carl Benedikt Frey shows, the Industrial Revolution created unprecedented wealth and prosperity over the long…


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Book cover of American Flygirl

American Flygirl By Susan Tate Ankeny,

The first and only full-length biography of Hazel Ying Lee, an unrecognized pioneer and unsung World War II hero who fought for a country that actively discriminated against her gender, race, and ambition.

This unique hidden figure defied countless stereotypes to become the first Asian American woman in United States…

Book cover of Rage Inside the Machine: The Prejudice of Algorithms, and How to Stop the Internet Making Bigots of Us All

Peter J. Bentley Author Of Artificial Intelligence and Robotics: Ten Short Lessons

From my list on no hype and no nonsense artificial intelligence.

Why am I passionate about this?

I’ve been a geeky kid all my life. (I don’t think I’ve quite grown up yet.) Born in the 1970s, my childhood was a wonderful playground of building robots and software. I was awarded one of the early degrees in AI, and a PhD in genetic algorithms. I’ve since spent 25 years exploring how to make computers think, build, invent, compose… and I’ve also spent 20 years writing popular science books. I’m lucky enough to be a Professor in one of the world’s best universities for Computer Science and Machine Learning: UCL, and I guess I’ve written two or three hundred scientific papers over the years. I still think I know nothing at all about real or artificial intelligence, but then does anyone?

Peter's book list on no hype and no nonsense artificial intelligence

Peter J. Bentley Why did Peter love this book?

OK, I’m biased here because Rob is an old friend of mine. We first met at academic conferences and had several heated debates (arguments). But after spending a little time together at a workshop we realised each probably knew what they were talking about after all. Robert Elliott Smith, I should make clear it's not the Rob Smith who writes about “Artificial Superintelligence”. Those books definitely do not make this list.

Our Rob is a coherent, grounded scientist with bags of real-world experience, and he brings his knowledge to this title with gusto, telling us about how AI is affecting our lives in ways you never thought possible – and often not in a good way. If you want to understand what can go wrong with AI and what we should be doing to stop it, don’t read about singularities or other such nonsense, read this.

By Robert Elliott Smith,

Why should I read it?

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

What is this book about?

Shortlisted for the 2020 Business Book Awards

We live in a world increasingly ruled by technology; we seem as governed by technology as we do by laws and regulations. Frighteningly often, the influence of technology in and on our lives goes completely unchallenged by citizens and governments. We comfort ourselves with the soothing refrain that technology has no morals and can display no prejudice, and it's only the users of technology who distort certain aspects of it.

But is this statement actually true? Dr Robert Smith thinks it is dangerously untrue in the modern era.

Having worked in the field…


Book cover of Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy
Book cover of Frankenstein
Book cover of The Myth of Artificial Intelligence: Why Computers Can't Think the Way We Do

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