Here are 100 books that Human Compatible fans have personally recommended if you like
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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.
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.
'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…
A moving story of love, betrayal, and the enduring power of hope in the face of darkness.
German pianist Hedda Schlagel's world collapsed when her fiancé, Fritz, vanished after being sent to an enemy alien camp in the United States during the Great War. Fifteen years later, in 1932, Hedda…
I'm passionate about what happens at the seam where creativity meets intelligent machines. My work moves between art, design, and AI, and these books sit on that exact edge. The questions they raise, about consciousness, imagination, alignment, and the honest reckoning with what we build, aren't abstract to me. They're the terrain I work in every day, in the studio and in the workshops I teach.
I love this book because it takes creativity seriously as a force of nature, not a personality trait.
I’ve grown tired of the way imagination gets romanticized on one side and dismissed on the other. Fuentes does neither. I love how he traces creativity through millions of years and lands on collaboration as its engine, a framing I now return to often in my research and in the studio.
A bold new synthesis of paleontology, archaeology, genetics, and anthropology that overturns misconceptions about race, war and peace, and human nature itself, answering an age-old question: What made humans so exceptional among all the species on Earth?
Creativity. It is the secret of what makes humans special, hiding in plain sight. Agustín Fuentes argues that your child's finger painting comes essentially from the same place as creativity in hunting and gathering millions of years ago, and throughout history in making war and peace, in intimate relationships, in shaping the planet, in our communities, and in all of art, religion, and…
Living in the American Embassy in Moscow as a teenager during the Cold War, I grew up keenly aware of the perils of global instability and nuclear war. While friends back home worried about how to buy a car or score a date, I wandered the streets of Moscow, often tailed by the KGB, hoping US nuclear missiles didn’t launch our way. So, I’ve always been interested in big questions of how to avoid wars, and how to end them. Since then, I’ve traveled the world, worked in both government and academe, advised senior national and international policymakers, and become an award-winning author.
Sir Lawrence Freedman sets the standard for erudite but accessible writing about strategy, and this is another wonderful book. It analyzes how smart people in many historical settings have predicted the future of war, and why their predictions then succeeded or failed. The broader political, economic, or social context was often more important than popular concepts of the day—things like short war, decisive battle, the “RMA,” or revolutionary technology. Freedman also reminds us that influential analyses of war’s future change how that future unfolds. Reading this book helped me see beyond popular predictions, to be more discerning about change and continuity.
For as long as there have been wars there have been fears about the next war. Where are the new dangers? What is the best defence? How might peace come about? This is the history of how over the last 150 years we have tried - rightly and wrongly - to predict war's future.
'Britain's leading academic strategist ... read this book' Economist
'Insightful and opinionated ... expertly covers centuries of evolving mayhem' Gary J. Bass, The New York Times
'A bonfire of predictions ... Freedman's purpose in this wise book is to discern patterns in the way we have…
Sine, a professor of creative writing, accompanies Sam, a neuroscientist, on a conference trip to a Hotel Castle. Sam wants to present a new device, the "monitor." Sine hopes to recover from tending to her mother who just passed away.
When they arrive, Sine is in a dream-like state. Real…
Living in the American Embassy in Moscow as a teenager during the Cold War, I grew up keenly aware of the perils of global instability and nuclear war. While friends back home worried about how to buy a car or score a date, I wandered the streets of Moscow, often tailed by the KGB, hoping US nuclear missiles didn’t launch our way. So, I’ve always been interested in big questions of how to avoid wars, and how to end them. Since then, I’ve traveled the world, worked in both government and academe, advised senior national and international policymakers, and become an award-winning author.
A key question today about the future of war is who will dominate AI technologies–China or the US & its allies? History offers clues. This book tackles the hot debate about what historians call the great divergence—that is, why, since it invented gunpowder (and other key military technologies), China then fell dramatically behind Europe in the modern era. Andrade goes beyond classic arguments about a gradual 500-year Rise of the West, beyond revisionist arguments about the West shooting ahead only very recently, to craft a third view. Using archival evidence, he lays out a series of key smaller divergences accompanying industrialization. Why does this interest me? If Western technological advances happened only recently and rapidly, they can be quickly reversed.
The Chinese invented gunpowder and began exploring its military uses as early as the 900s, four centuries before the technology passed to the West. But by the early 1800s, China had fallen so far behind the West in gunpowder warfare that it was easily defeated by Britain in the Opium War of 1839-42. What happened? In The Gunpowder Age, Tonio Andrade offers a compelling new answer, opening a fresh perspective on a key question of world history: why did the countries of western Europe surge to global importance starting in the 1500s while China slipped behind? Historians have long argued…
Living in the American Embassy in Moscow as a teenager during the Cold War, I grew up keenly aware of the perils of global instability and nuclear war. While friends back home worried about how to buy a car or score a date, I wandered the streets of Moscow, often tailed by the KGB, hoping US nuclear missiles didn’t launch our way. So, I’ve always been interested in big questions of how to avoid wars, and how to end them. Since then, I’ve traveled the world, worked in both government and academe, advised senior national and international policymakers, and become an award-winning author.
Paul Scharre explains the military use of autonomous weapons and AI-driven platforms in a book that’s accessible and comprehensive. He’s a former Army Ranger who helped write the US military’s guidelines for unmanned systems and military autonomy. I have other, more recent books about individual technologies; but Scharre’s is the only one that melds an insider’s understanding of lethal autonomous weapons (LAWs) with clear analysis of their pros and cons. He’s a skeptic of arms control but sees the need to reduce their downsides. My students like the book—even those deeply opposed to LAWs. Scharre’s explanations of autonomy and AI in military weapons are especially valuable for non-specialists. They are an antidote to all the loose AI terminology that just confuses everyone.
The era of autonomous weapons has arrived. Today around the globe, at least thirty nations have weapons that can search for and destroy enemy targets all on their own. Paul Scharre, a leading expert in next-generation warfare, describes these and other high tech weapons systems-from Israel's Harpy drone to the American submarine-hunting robot ship Sea Hunter-and examines the legal and ethical issues surrounding their use. "A smart primer to what's to come in warfare" (Bruce Schneier), Army of None engages military history, global policy, and cutting-edge science to explore the implications of giving weapons the freedom to make life and…
I have been fortunate to have spent the last 40 years of my professional life dealing with new networks and new technology. From the early days of cable television and mobile communications to the development of digital video and the transmission of data over cable lines and satellite. It was a career topped off with the privilege of being the Chairman of the Federal Communications Commission (FCC) with regulatory responsibly for approximately 1/6th of the American economy (on which the other 5/6s depended).
Microsoft president Brad Smith’s thoughtful book is basically about responsibility in the digital age.
Smith takes an approach that is different from most corporate executive books in that he calls out the threats represented by digital technology his company is built on rather than trying to sugarcoat them.
Then he suggests responsible steps that everyone – individuals, public policy, and companies like his – should take to mitigate those threats.
The New York Times bestseller, now updated with new material on cyber attacks, digital sovereignty, and tech in a pandemic.
From Microsoft's president and one of the tech industry's broadest thinkers, a frank and thoughtful reckoning with how to balance enormous promise and existential risk as the digitization of everything accelerates.
"A colorful and insightful insiders' view of how technology is both empowering and threatening us. From privacy to cyberattacks, this timely book is a useful guide for how to navigate the digital future." -Walter Isaacson
Microsoft president Brad Smith operates by a simple core belief: When your technology changes…
In an age of splendor, a heretic king strips Egypt bare—forcing his queen to quell rebellion and plunging his children into a conspiracy against the crown.
Salvation in the Sun follows Nefertiti as she ascends the throne beside Pharaoh Amenhotep—soon to become Akhenaten—just as he declares war on Egypt’s ancient…
I'm passionate about what happens at the seam where creativity meets intelligent machines. My work moves between art, design, and AI, and these books sit on that exact edge. The questions they raise, about consciousness, imagination, alignment, and the honest reckoning with what we build, aren't abstract to me. They're the terrain I work in every day, in the studio and in the workshops I teach.
I love how Christian writes about machine learning the way I think about painting, as a long conversation between intention and accident.
He moves between research labs and moral philosophy with the lightness of a grounded intellectual. I came for the technical clarity and stayed for the humanity in it.
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 resumes until, years later, we discover that they have inherent gender biases. Algorithms decide bail and parole-and appear to assess Black…
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.
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.
"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…
I have worked in the field of machine learning and predictive analytics for many years. Having started out as a technical specialist, I have become increasingly interested in the legal, ethical, and social aspects of these subjects. This is because it is these “soft issues” that often determine how successful these technologies are in practice and if they are viewed as a force for good or evil in wider society. This has led me to write several books focusing on the practical and cultural aspects of these subjects and how best to apply them for the benefit of business, individuals, and wider society.
Many writers have discussed the dangers that artificial intelligence and machine learning represent to our livelihoods, and how clever computers and autonomous robots will supplant us all in the workplace. What I like about this book is that it provides an alternative, and very optimistic, view of how these new technologies are being deployed. The authors present a future based on a partnership, in which artificial intelligence-based tools work in tandem with human workers, enhancing what individuals can do in the workplace rather than replacing them.
AI is radically transforming business. Are you ready?
Look around you. Artificial intelligence is no longer just a futuristic notion. It's here right now--in software that senses what we need, supply chains that "think" in real time, and robots that respond to changes in their environment. Twenty-first-century pioneer companies are already using AI to innovate and grow fast. The bottom line is this: Businesses that understand how to harness AI can surge ahead. Those that neglect it will fall behind. Which side are you on?
In Human + Machine, Accenture leaders Paul R. Daugherty and H. James (Jim) Wilson show…
Born the heir of a master woodcutter in a queendom defined by guilds and matrilineal inheritance, nonbinary Sorin can’t quite seem to find their place. At seventeen, an opportunity to attend an alchemical guild fair and secure an apprenticeship with the…
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.
As a couple interested in the potential impacts of technology, we were immediately drawn to the question this book poses: "Will technology change what it means to be human?" In 2084, John Lennox addresses this question thoughtfully, offering a perspective grounded in both mathematics and philosophy while incorporating insights from his Christian worldview.
What we found truly compelling about this book was how Lennox draws parallels between the nature of humanity and the possibilities and limitations of AI. He delves into the Christian concept of the soul, our inherent moral sense, and our hopes for the future, effectively highlighting the distinction between machines and human beings.
You don't have to be a computer scientist to have discerning conversations about artificial intelligence and technology. We all wonder where we're headed. Even now, technological innovations and machine learning have a daily impact on our lives, and many of us see good reasons to dread the future. Are we doomed to the surveillance society imagined in George Orwell's 1984?
Mathematician and philosopher John Lennox believes that there are credible answers to the daunting questions that AI poses, and he shows that Christianity has some very serious, sensible, evidence-based responses about…
