Here are 100 books that Scary Smart fans have personally recommended if you like Scary Smart. 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 Alignment Problem: Machine Learning and Human Values

Muhammad Atique Author Of Algorithmic Saga

From my list on understanding how artificial intelligence is changing culture, society, and human interaction.

Why am I passionate about this?

I have spent over a decade studying and teaching digital media, communication, and technology policy, while also working in journalism and media production. My passion for this topic comes from watching how technology quietly reshapes everyday life, from how people form relationships to how societies govern themselves. I am fascinated by the space where media, culture, and human behavior intersect, especially when change feels invisible but profound. Writing and reading about AI helps me make sense of these transformations, and I care deeply about helping people remain thoughtful, ethical, and human in an increasingly algorithmic world.

Muhammad's book list on understanding how artificial intelligence is changing culture, society, and human interaction

Muhammad Atique Why Muhammad loves this book

I was fascinated by how this book explains the "glitches" in AI as reflections of our own human flaws. 

It made me look at my own biases in a whole new way. I love how the author tells stories about the history of technology to show why it is so hard to teach a machine what humans actually value.

Even though the topic sounds technical, I found the writing very conversational and gripping. It felt like reading a detective story where the "mystery" is our own morality. It left me thinking deeply about what it really means to be a "good" person in a world where machines are learning from us and sometime ask us are you human?

By Brian Christian ,

Why should I read it?

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

What is this book about?

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…


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Book cover of The High House

The High House by James Stoddard,

The Victorian mansion, Evenmere, is the mechanism that runs the universe.

The lamps must be lit, or the stars die. The clocks must be wound, or Time ceases. The Balance between Order and Chaos must be preserved, or Existence crumbles.

Appointed the Steward of Evenmere, Carter Anderson must learn the…

Book cover of Atlas of AI: Power, Politics, and the Planetary Costs of Artificial Intelligence

Muhammad Atique Author Of Algorithmic Saga

From my list on understanding how artificial intelligence is changing culture, society, and human interaction.

Why am I passionate about this?

I have spent over a decade studying and teaching digital media, communication, and technology policy, while also working in journalism and media production. My passion for this topic comes from watching how technology quietly reshapes everyday life, from how people form relationships to how societies govern themselves. I am fascinated by the space where media, culture, and human behavior intersect, especially when change feels invisible but profound. Writing and reading about AI helps me make sense of these transformations, and I care deeply about helping people remain thoughtful, ethical, and human in an increasingly algorithmic world.

Muhammad's book list on understanding how artificial intelligence is changing culture, society, and human interaction

Muhammad Atique Why Muhammad loves this book

I loved this book because it completely reframed how I think about AI’s physical and environmental footprint.

While reading, I realized how often discussions about artificial intelligence ignore the material world behind the screens. Crawford’s perspective pushed me to think beyond software and consider labor, extraction, energy, and global inequality. It challenged my own assumptions as a technology scholar and reminded me that every algorithm is embedded in real-world systems.

This book expanded my understanding of AI from a technical issue into a planetary one, which I found both unsettling and essential.

By Kate Crawford ,

Why should I read it?

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

What is this book about?

The hidden costs of artificial intelligence-from natural resources and labor to privacy, equality, and freedom

"This study argues that [artificial intelligence] is neither artificial nor particularly intelligent. . . . A fascinating history of the data on which machine-learning systems are trained."-New Yorker

"A valuable corrective to much of the hype surrounding AI and a useful instruction manual for the future."-John Thornhill, Financial Times

"It's a masterpiece, and I haven't been able to stop thinking about it."-Karen Hao, senior editor, MIT Tech Review

What happens when artificial intelligence saturates political life and depletes the planet? How is AI shaping our…


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

Muhammad Atique Author Of Algorithmic Saga

From my list on understanding how artificial intelligence is changing culture, society, and human interaction.

Why am I passionate about this?

I have spent over a decade studying and teaching digital media, communication, and technology policy, while also working in journalism and media production. My passion for this topic comes from watching how technology quietly reshapes everyday life, from how people form relationships to how societies govern themselves. I am fascinated by the space where media, culture, and human behavior intersect, especially when change feels invisible but profound. Writing and reading about AI helps me make sense of these transformations, and I care deeply about helping people remain thoughtful, ethical, and human in an increasingly algorithmic world.

Muhammad's book list on understanding how artificial intelligence is changing culture, society, and human interaction

Muhammad Atique Why Muhammad loves this book

I found this book incredibly powerful because it comes from a true "insider" who helped build the very technology he’s now warning us about.

I love the honesty in his voice; he doesn't sugarcoat how fast this "wave" of change is coming. It made me feel a sense of urgency, but also a sense of responsibility to stay informed. I appreciated that he looked beyond just the "cool gadgets" and talked about how AI will change governments and global power.

It’s a sobering read, but I found it essential for understanding the sheer scale of the transformation we are all living through right now.

By Mustafa Suleyman , Michael Bhaskar ,

Why should I read it?

6 authors 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…


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Book cover of December on 5C4

December on 5C4 by Adam Strassberg,

Magical realism meets the magic of Christmas in this mix of Jewish, New Testament, and Santa stories–all reenacted in an urban psychiatric hospital!

On locked ward 5C4, Josh, a patient with many similarities to Jesus, is hospitalized concurrently with Nick, a patient with many similarities to Santa. The two argue…

Book cover of Co-Intelligence

Muhammad Atique Author Of Algorithmic Saga

From my list on understanding how artificial intelligence is changing culture, society, and human interaction.

Why am I passionate about this?

I have spent over a decade studying and teaching digital media, communication, and technology policy, while also working in journalism and media production. My passion for this topic comes from watching how technology quietly reshapes everyday life, from how people form relationships to how societies govern themselves. I am fascinated by the space where media, culture, and human behavior intersect, especially when change feels invisible but profound. Writing and reading about AI helps me make sense of these transformations, and I care deeply about helping people remain thoughtful, ethical, and human in an increasingly algorithmic world.

Muhammad's book list on understanding how artificial intelligence is changing culture, society, and human interaction

Muhammad Atique Why Muhammad loves this book

I love this book because it presents AI as friendly and approachable, more like a helpful neighbor than something scary robot.

Reading it made me realize that I don’t need to be a computer scientist to benefit from AI; I just need to know how to talk to it. I found his "rules" for interacting with AI incredibly practical for my own daily tasks. It shifted my perspective from worrying about being replaced to figuring out how to be a better "co-pilot" with the technology.

I appreciate how he uses real-world examples that any professional or student can start using immediately. It’s the most "hands-on" book I’ve read on the topic.

By Ethan Mollick ,

Why should I read it?

4 authors picked Co-Intelligence as one of their favorite books, and they share why you should read it.

What is this book about?

AN INSTANT NEW YORK TIMES BESTSELLER

From Wharton professor and author of the popular One Useful Thing Substack newsletter Ethan Mollick comes the definitive playbook for working, learning, and living in the new age of AI

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…


Book cover of Power and Prediction: The Disruptive Economics of Artificial Intelligence

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 Art loves this book

This is the book I suggest to people who worry that AI will take their jobs or control the world.

These U of Toronto economists make a case for AI as a disruptor of systems and power structures – not on their own, but because of the decision makers who control them. Those companies won’t necessarily be Alphabet, Amazon, or Meta. Their competitive advantage – access to data – will now be available cheaply.

It’s judgment that’s at a premium now. After reading this, I feel pretty trusting of AI. I’m just not so sure about people.   

By Ajay Agrawal , Joshua Gans , Avi Goldfarb

Why should I read it?

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

What is this book about?

Disruption resulting from the proliferation of AI is coming. The authors of the bestselling Prediction Machines can help you prepare.

Artificial intelligence (AI) has impacted many industries around the world-banking and finance, pharmaceuticals, automotive, medical technology, manufacturing, and retail. But it has only just begun its odyssey toward cheaper, better, and faster predictions that drive strategic business decisions. When prediction is taken to the max, industries transform, and with such transformation comes disruption.

What is at the root of this? In their bestselling first book, Prediction Machines, eminent economists Ajay Agrawal, Joshua Gans, and Avi Goldfarb explained the simple yet…


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 Donald loves 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…


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Book cover of Trusting Her Duke

Trusting Her Duke by Arietta Richmond,

A Duke with rigid opinions, a Lady whose beliefs conflict with his, a long disputed parcel of land, a conniving neighbour, a desperate collaboration, a failure of trust, a love found despite it all.

Alexander Cavendish, Duke of Ravensworth, returned from war to find that his father and brother had…

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 Donald loves 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 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 Mark loves 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 Hellspark

Jim C. Hines Author Of Libriomancer

From my list on sci-fi/fantasy with the best nonhuman(oid)s.

Why am I passionate about this?

Growing up, my mother worked for a local vet, which means I got to live with diabetic cats, baby bunnies, parrots, a brain-damaged squirrel, a dog with a mobility device, and much more. As a reader and eventually a writer, I’ve loved stories about the relationships between humans and their nonhuman companions. For me, relationships are the heart of a story. Relationships between people are great, but you can do so much with relationships between, say, a goblin and a magical fire-spider, or a young girl and a sentient telepathic kite, or Cinderella and the glass sword that holds the spirit of her mother…

Jim's book list on sci-fi/fantasy with the best nonhuman(oid)s

Jim C. Hines Why Jim loves this book

This is one of my favorite books, period. I love the warmth and heart Kagan puts into her writing.

Hellspark is a far-future science fictional murder mystery set on an alien world. Tocohl Susumo, an expert on languages and cultures, is sent to investigate. The suspects—the planetary survey team—are a powder keg of fascinating, but clashing, cultures and backgrounds.

Helping Tocohl is her ship’s AI, Lord Margaret Lynn, aka “Maggie.” Maggie is, quite simply, the best. She’s childlike in many ways, but also loyal and clever and so much fun. The relationship between Tocohl and Maggie reminds you of a loving parent-child partnership.

By Janet Kagan ,

Why should I read it?

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

What is this book about?

Tocohl Susumo finds her plans to attend the festival of St. Veschke interrupted by her rescue of a young woman and her subsequent involvement in a mystery in Lassti


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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 that it can disrupt the balance of power in the region. But what pilot would be crazy enough to run…

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 Manil loves 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 The Alignment Problem: Machine Learning and Human Values
Book cover of Atlas of AI: Power, Politics, and the Planetary Costs of Artificial Intelligence
Book cover of The Coming Wave: Technology, Power, and the Twenty-first Century's Greatest Dilemma

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