Here are 100 books that This Could Be Important fans have personally recommended if you like This Could Be Important. Book DNA is a community of 12,000+ authors and super readers sharing their favorite books with the world.

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Book cover of Deep Learning

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 Martin loves this book

I truly believe that this is the book that brought my generation of AI experts into the fold. Despite having studied AI and ML, this book took me by the hand and grounded me in the fundamentals. I love the fact that it covers everything from mathematical basics to industry-level techniques.

Written by the OGs of deep learning, it's an absolute must-read for anyone serious about the field. Highly recommend for students and engineers alike.

By Ian Goodfellow , Yoshua Bengio , Aaron Courville

Why should I read it?

4 authors picked Deep Learning as one of their favorite books, and they share why you should read it.

What is this book about?

An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives.

“Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.”
—Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX

Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all…


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Book cover of These Blue Mountains

These Blue Mountains by Sarah Loudin Thomas,

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…

Book cover of Understanding Deep Learning

Ron Kneusel Author Of How AI Works: From Sorcery to Science

From my list on the background and foundation of AI.

Why am I passionate about this?

As a child of the microcomputer revolution in the late 1970s, I’ve always been fascinated by the concept of a general-purpose machine that I could control. The deep learning revolution of 2010 or so, followed most recently by the advent of large language models like ChatGPT, has completely altered the landscape. It is now difficult to interpret the behavior of these systems in a way that doesn’t argue for intelligence of some kind. I’m passionate about AI because, decades after the initial heady claims made in the 1950s, AI has reached a point where the lofty promise is genuinely beginning to be kept. And we’re just getting started.

Ron's book list on the background and foundation of AI

Ron Kneusel Why Ron loves this book

Goodfellow’s Deep Learning is a must in the field because it was the first. Prince’s new book is an essential follow-up to be up-to-date with the latest model types, including diffusion models (think Stable Diffusion or DALL-E), transformers (the heart of large language models), graph networks (reasoning over relationships), and reinforcement learning.

The math level is similar to what you’ll find in Goodfellow’s book.

By Simon J.D. Prince ,

Why should I read it?

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

What is this book about?

An authoritative, accessible, and up-to-date treatment of deep learning that strikes a pragmatic middle ground between theory and practice.

Deep learning is a fast-moving field with sweeping relevance in today’s increasingly digital world. Understanding Deep Learning provides an authoritative, accessible, and up-to-date treatment of the subject, covering all the key topics along with recent advances and cutting-edge concepts. Many deep learning texts are crowded with technical details that obscure fundamentals, but Simon Prince ruthlessly curates only the most important ideas to provide a high density of critical information in an intuitive and digestible form. From machine learning basics to advanced…


Book cover of A Brief History of Artificial Intelligence: What It Is, Where We Are, and Where We Are Going

Ron Kneusel Author Of How AI Works: From Sorcery to Science

From my list on the background and foundation of AI.

Why am I passionate about this?

As a child of the microcomputer revolution in the late 1970s, I’ve always been fascinated by the concept of a general-purpose machine that I could control. The deep learning revolution of 2010 or so, followed most recently by the advent of large language models like ChatGPT, has completely altered the landscape. It is now difficult to interpret the behavior of these systems in a way that doesn’t argue for intelligence of some kind. I’m passionate about AI because, decades after the initial heady claims made in the 1950s, AI has reached a point where the lofty promise is genuinely beginning to be kept. And we’re just getting started.

Ron's book list on the background and foundation of AI

Ron Kneusel Why Ron loves this book

Woolridge presents the history of artificial intelligence from the point of view of an insider. This book is one of the few accounts of AI history presenting a measured perspective, one that has weathered more than one boom and bust cycle.

The book is nicely complemented by his recent series of lectures, which can be easily found on YouTube. I read Woolridge as saying, “Yes, something new has happened with the advent of large language models, but much work remains.”

By Michael Wooldridge ,

Why should I read it?

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

What is this book about?

From Oxford's leading AI researcher comes a fun and accessible tour through the history and future of one of the most cutting edge and misunderstood field in science: Artificial Intelligence

The somewhat ill-defined long-term aim of AI is to build machines that are conscious, self-aware, and sentient; machines capable of the kind of intelligent autonomous action that currently only people are capable of. As an AI researcher with 25 years of experience, professor Mike Wooldridge has learned to be obsessively cautious about such claims, while still promoting an intense optimism about the future of the field. There have been genuine…


If you love Pamela McCorduck...

Book cover of Memento: A Novel in Dreams, Thoughts, and Images

Memento by Cordelia Schmidt-Hellerau,

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…

Book cover of The Annotated Turing: A Guided Tour Through Alan Turing's Historic Paper on Computability and the Turing Machine

Ron Kneusel Author Of How AI Works: From Sorcery to Science

From my list on the background and foundation of AI.

Why am I passionate about this?

As a child of the microcomputer revolution in the late 1970s, I’ve always been fascinated by the concept of a general-purpose machine that I could control. The deep learning revolution of 2010 or so, followed most recently by the advent of large language models like ChatGPT, has completely altered the landscape. It is now difficult to interpret the behavior of these systems in a way that doesn’t argue for intelligence of some kind. I’m passionate about AI because, decades after the initial heady claims made in the 1950s, AI has reached a point where the lofty promise is genuinely beginning to be kept. And we’re just getting started.

Ron's book list on the background and foundation of AI

Ron Kneusel Why Ron loves this book

Alan Turing’s 1936 paper “On Computable Numbers, with an Application to the Entscheidungsproblem” was foundational to the development of computer science. To this day, Turing machines, the theoretical computational devices imagined in Turing’s paper, are a research cornerstone as they embody the concept of “computable.” If a programming language can implement a Turing machine, then the language is deemed Turing complete and is, therefore, general-purpose enough to implement any algorithm.

Turing’s paper is readable, but Petzold’s book breaks it down in minute detail to explain the nomenclature and meaning behind Turing’s words. I believe all computer science students should study this paper, and you’ll be hard-pressed to find a more thorough review than the one presented in this book.

By Charles Petzold ,

Why should I read it?

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

What is this book about?

Programming Legend Charles Petzold unlocks the secrets of the extraordinary and prescient 1936 paper by Alan M. Turing

Mathematician Alan Turing invented an imaginary computer known as the Turing Machine; in an age before computers, he explored the concept of what it meant to be computable, creating the field of computability theory in the process, a foundation of present-day computer programming.

The book expands Turing's original 36-page paper with additional background chapters and extensive annotations; the author elaborates on and clarifies many of Turing's statements, making the original difficult-to-read document accessible to present day programmers, computer science majors, math geeks,…


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 Donald loves 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 Bolo: The Annals of the Dinochrome Brigade

Justin Oldham Author Of Showdown at the Kodiak Starport

From my list on science fiction showcasing future war scenarios.

Why am I passionate about this?

As intense as the Cold War was, I have always found myself looking toward the future. Nuclear annihilation was a real possibility in my youth. Even so, I have always been curious about the next threat beyond our current crisis would be. Beyond nuclear, biological, and chemical threats, I see that we now face possible dangers from rogue AI and climate change. If that’s not enough, let’s remember that conventional weapons are getting more powerful with the passing of each decade. That’s why the storyteller in me loves this stuff so much.

Justin's book list on science fiction showcasing future war scenarios

Justin Oldham Why Justin loves this book

This was the first book I read that brought the concept of artificial intelligence to my attention. The staggering amount of property damage that these massive war machines are capable of redefined my understanding of battlefield carnage. Laumer’s insightful portrayal of what AI can be still holds up today. I really like the way these machines are imagined; they are so very human.

By Keith Laumer ,

Why should I read it?

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

What is this book about?

As the concept of intelligent fighting machines developed, the Bolo division of General Motors started working on tank designs that incorporated awareness and intelligence within the development of their tactical tanks.

With each new generation, these awesome fighting machines become more self-aware, with capabilities not only matching their human controllers, but often surpassing them.

This collection of action-packed stories lets the Bolo war machines speak for themselves as they hunt and destroy all who stands in their way. But beyond the action itself, these stories speak to us all on a very human level … about the far-reaching, and often…


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Book cover of Salvation in the Sun

Salvation in the Sun by Lauren Lee Merewether,

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…

Book cover of Biko And The Thief: And Other Stories

Ness Brown Author Of The Scourge Between Stars

From my list on sci-fi about space missions gone terribly wrong.

Why am I passionate about this?

I am an astrophysicist with a passion for narratives that stare unflinchingly at the inherent hostility of outer space. Professionally, I study graduate astrophysics and research the ways high-energy celestial objects impact cosmic evolution. Creatively, I use my training to write science fiction horror exploring the spookiest things the universe has to offer. I particularly love stories that throw wrenches in the best-laid plans of star-faring protagonists, and will never get tired of a good old space mission gone terribly and tragically awry.

Ness' book list on sci-fi about space missions gone terribly wrong

Ness Brown Why Ness loves this book

Biko and The Thief follows Lindewe Glover, a thief attempting to rob the starship Stephen S. Biko while its passengers are in stasis.

After her attempt is derailed, she must reckon not only with the ship’s mother AI and unforeseen defenses, space pirates, and the dangers of deep space, but also with the prospect of spending the Biko’s entire flight time awake and alone.

Her profession may be dubious, but her plight is anyone’s nightmare. Greene’s episodic storytelling will leave you curious about Lindi’s survival and the repercussions of her foiled theft.

Book cover of Ghost Work: How to Stop Silicon Valley from Building a New Global Underclass

James Steinhoff Author Of Automation and Autonomy: Labour, Capital and Machines in the Artificial Intelligence Industry

From my list on what automation is.

Why am I passionate about this?

I’m an assistant professor in the School of Information and Communication Studies at University College Dublin. I’m interested in automation because discussions about it often tend towards ridiculous hyperbole or acritical boosterism. Whether it’s killer robots that terminate humanity or “ethical” AI which raises all boats, discussions about the social implications of contemporary machines often neglect to include the critical analysis of the capitalist mode of production. I don’t think the two can be studied in isolation from one another. 

James' book list on what automation is

James Steinhoff Why James loves this book

This book, unlike the others, is less about theory and more about the contemporary reality of automation. It thus functions as an interesting test piece for the theoretical works preceding this one. Gray and Suri show that automation is not simply a progressive replacement of human by machine, but rather that each new automation application tends to generate a need for new kinds of labour which cannot (yet) be automated. The empirical work done here is a prime example of understanding what automation really is.

By Mary L. Gray , Siddharth Suri ,

Why should I read it?

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

What is this book about?

In the spirit of Nickel and Dimed, a necessary and revelatory expose of the invisible human workforce that powers the web—and that foreshadows the true future of work.

Hidden beneath the surface of the web, lost in our wrong-headed debates about AI, a new menace is looming. Anthropologist Mary L. Gray and computer scientist Siddharth Suri team up to unveil how services delivered by companies like Amazon, Google, Microsoft, and Uber can only function smoothly thanks to the judgment and experience of a vast, invisible human labor force. These people doing "ghost work" make the internet seem smart. They perform…


Book cover of V.I.

Jeremy S. Pratte Author Of FIVE

From my list on science fiction that makes you think and laugh.

Why am I passionate about this?

I’ve always been a creative, imaginative person, and I love creating exciting, fantastical worlds, either through my fine art or the stories I write. As such, I am always intrigued by creations by others that depict all the interesting possibilities of reality. I consume and create fantasy and science fiction tales, which take up the majority of my readings and viewings. But I also love comedy! I love to think and laugh, and when I come across a story that makes me do both, that’s a beautiful double whammy! And I particularly love sci-fi because it isn’t just about escapism, but this genre leads to real-world scientific advancements.

Jeremy's book list on science fiction that makes you think and laugh

Jeremy S. Pratte Why Jeremy loves this book

Don’t you love it when you find a hidden gem? I sure do! Without any recommendations from friends or pop culture, I found this intriguing—and hilarious—little sci-fi book. And even though this cyberpunk tale was released in 2000, you'll find it interestingly topical now, as it's about A.I. But the “V” in the title stands for “virus,” as the characters not only deal with an artificial intelligence but one that has gone dangerously viral.

The narrator tells the story with a delightful snark. But much of the humor of the book for me comes from a particular character, Kegan, who is doomed to consume trash and waste. This leads to a scene so funny that I laughed so hard I feared I was going to pass out from not being able to breathe. Make sure you don’t read this one by yourself, just in case.

By Don Debrandt ,

Why should I read it?

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

What is this book about?

An alien infestation is loose on the planet, driven by a connection to artificial intelligence and spreading rapidly, threatening to consume cellular as well as digital organisms. Original.


If you love Pamela McCorduck...

Book cover of Foxfire in the Snow

Foxfire in the Snow by J.S. Fields,

It's a time of change, between magic and alchemy.

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…

Book cover of Re-Enchanting the Earth: Why AI Needs Religion

John D. Caputo Author Of What to Believe? Twelve Brief Lessons in Radical Theology

From my list on now that religion has made itself unbelievable.

Why am I passionate about this?

I grew up in a world steeped in pre-Vatican II Catholicism including four years spent in a Catholic religious order. My theological training led me to philosophy, to question my theology, and to my life as a philosophy professor. There's a blaze of light in every word, Leonard Cohen says, so I've been seeking the blaze of light in the word God. My idea is that God is neither a real being nor an unreal illusion but the focus imaginarius of a desire beyond desire, and the “kingdom of God” is what the world would look like if the blaze of light in the name of God held sway, not the powers of darkness.

John's book list on now that religion has made itself unbelievable

John D. Caputo Why John loves this book

For me, Ilia Delio represents a new breed of theologian.

She started out as a scientist (Ph.D. in pharmacology, specializing in brain science), then tried being a contemplative nun, then joined an active order of Franciscans as a theology professor (PhD in process theology). She brings this marvelous mix to the problem of AI, which is proving to be as much a poison as a cure, something that will save us unless it kills us first.

But AI is not the problem and religion is not the solution, she says. It is the misuse of AI and religion as it presently exists which puts them at odds. This is what theology will look like in the future if it expects to survive, indeed if we expect to survive.

By Ilia Delio ,

Why should I read it?

1 author picked Re-Enchanting the Earth as one of their favorite books, and they share why you should read it.

What is this book about?

In her latest book, scientist and theologian Ilia Delio takes up the challenge of reconciling evolution and religion with particular attention to the role of Artificial Intelligence. She argues that AI represents the latest extension of human evolution, which has implications not only for science but also for religion. If the "first axial age" gave rise to the great religions, she sees us now on the cusp of a "second axial age," in which AI, oriented by new religious sensibilities, can bring about an ecological re-enchantment of the earth.


Book cover of Deep Learning
Book cover of Understanding Deep Learning
Book cover of A Brief History of Artificial Intelligence: What It Is, Where We Are, and Where We Are Going

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