Here are 100 books that This Could Be Important fans have personally recommended if you like
This Could Be Important.
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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.
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.
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…
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…
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.
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.
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…
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.
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.”
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…
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…
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.
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.
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,…
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.
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.
"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?
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.
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.
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…
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 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.
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.
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.
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.
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…
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.
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.
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.
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…
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.
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.
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.