Fans pick 100 books like The Integral Trees

By Larry Niven,

Here are 100 books that The Integral Trees fans have personally recommended if you like The Integral Trees. 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 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 AI: Its Nature and Future

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?

Maggie is a force of nature and anyone involved in the philosophy of AI knows (or should know) her extensive work. This book is an easy-to-read and beautifully-written introduction to Artificial Intelligence, which tells some of the recent history while explaining how and why intelligence is much harder to make than many of the pundits seem to think. No nonsense here – a good solid read by a hugely experienced scientist at the top of her field.

By Margaret A. Boden,

Why should I read it?

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

What is this book about?

The applications of Artificial Intelligence lie all around us; in our homes, schools and offices, in our cinemas, in art galleries and - not least - on the Internet. The results of Artificial Intelligence have been invaluable to biologists, psychologists, and linguists in helping to understand the processes of memory, learning, and language from a fresh angle.

As a concept, Artificial Intelligence has fuelled and sharpened the philosophical debates concerning the nature of the mind, intelligence, and the uniqueness of human beings. Margaret A. Boden reviews the philosophical and technological challenges raised by Artificial Intelligence, considering whether programs could ever…


Book cover of Artifictional Intelligence: Against Humanity's Surrender to Computers

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?

I’ve not met Harry, but he seems to have a logical and sensible head on his shoulders. His writing is considered and grounded, which is exactly what you need when discussing the hype that forever seems to surround AI. This book is another look at this topic and finds yet more ways to explain to readers the difference between human intelligence and our algorithmic attempts at intelligence – which are frequently pretty stupid.

By Harry Collins,

Why should I read it?

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

What is this book about?

Recent startling successes in machine intelligence using a technique called 'deep learning' seem to blur the line between human and machine as never before. Are computers on the cusp of becoming so intelligent that they will render humans obsolete? Harry Collins argues we are getting ahead of ourselves, caught up in images of a fantastical future dreamt up in fictional portrayals. The greater present danger is that we lose sight of the very real limitations of artificial intelligence and readily enslave ourselves to stupid computers: the 'Surrender'.

By dissecting the intricacies of language use and meaning, Collins shows how far…


Book cover of On

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?

This is another break from AI, and it’s another bizarre world. Why do computer scientists like this kind of thing? I think it’s because we invent mind-bending mathematical worlds in which our algorithms live – we like to explore the strange and weird. When reading this book, at first you wonder if this is science fiction at all – the story seems fantastical. But check out the Appendix and there’s the scientific explanation, complete with equations for the weird laws of physics. Now, this is a proper hard science fiction book… somehow disguised almost as a fairy tale. A lovely read and the ending is suitably in keeping with the rest of the story… Unexpected.

By Adam Roberts,

Why should I read it?

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

What is this book about?

Tighe lives on the wall. It towers above his village and falls away below it. It is vast and unforgiving and it is everything he knows. Life is hard on the wall, little more than a clinging on for dear life. And then one day Tighe falls off the wall. And falls, and falls, and falls ...Lavishly praised everywhere from Asimov's magazine to Interzone, ON is proof positive that Adam Roberts is a new author whose potential for greatness is rapidly being realised. ON is at once a vertiginous concept novel, a coming of age saga, a picaresque journey across…


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 did Ness love 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 Ancillary Mercy

Andrew Sweet Author Of Southern Highlands: Obi of Mars

From my list on sci-fi featuring world-changing female badasses.

Why am I passionate about this?

I’ve always loved science fiction. My father was an Asimov junkie, and our house was packed with science fiction novels and stories from Azimov to Heinlein to Wyndham and Wilhelm. I began writing science fiction in high school, yet only recently published my first 4 novels (one of which won a Bookfest award). I hold a bachelor’s degree in computer science (bioinformatics), and I stay on top of science to inform my writing. It’s through this background that I select novels, seeking out new tropes and ideas in technological advancement. Each of these novels I mention exceeded my expectations and then some. Pick one up today—you won’t be disappointed!

Andrew's book list on sci-fi featuring world-changing female badasses

Andrew Sweet Why did Andrew love this book?

What a phenomenal novel by Ann Leckie! I came across Ann Leckie’s series as I was working through books about cloning while I was writing my books. What do I love about it? The concepts, for sure: AI ships being negotiated, the entire idea of shipping minds around, a leader who sabotages herself to the detriment of her realm. All of these have been done to some extent before, but not at the scale that Ann Leckie takes on. She also manages to avoid some dead clone tropes and dead or dying AI tropes while she entertains. This novel (and series) were done well and the characters pop with personality. Loved it!

By Ann Leckie,

Why should I read it?

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

What is this book about?

Breq and her crew must stand against an old and powerful enemy, the Lord of the Radch, and fight for the right to determine their own destinies in the stunning conclusion to the NYT bestselling Imperial Radch trilogy A must read for fans of Ursula K. Le Guin and James S. A. Corey.

For a moment, things seemed to be under control for Breq, the soldier who used to be a warship. Then a search of Athoek Station's slums turns up someone who shouldn't exist, and a messenger from the mysterious Presger empire arrives, as does Breq's enemy, the divided…


Book cover of The Risen Empire

Ronald A. Geobey Author Of Gods of Kiranis

From my list on science fiction and fantasy for exploring new worlds.

Why am I passionate about this?

While Dune, Star Wars, Battlestar Galactica (1980s), and other SF staples laid the foundation for my love of SFF, I was also reading about the universe from a young age. Along came Star Trek: The Next Generation in the ‘90s and the stage was set. Completing Bachelor’s Degrees in Ancient History & Archaeology; Religions & Theology; and a PhD in Near and Middle Eastern Studies copper-fastened my passion for the ancient world and the history of religion, and along with reading historical fiction and fantasy, everything merged into the almost allegorical universe you’ll find in Kiranis. Lovers of all the above will find something here.

Ronald's book list on science fiction and fantasy for exploring new worlds

Ronald A. Geobey Why did Ronald love this book?

I had been reading Heroic and Epic Fantasy for years, and I’d purposely avoided reading Sci-Fi, convinced that it would influence my burgeoning plot development. I wanted to maintain my plot integrity and not be subconsciously led by other authors in the genre (but of course I couldn’t avoid the influence of the SF I watched on TV). Of course, I was missing out on some great writing. I was enthralled by this story—it combined an undead trope with space opera, as the ‘risen empire’ maintains its territory while facing an external threat from the technologically hybrid Rix. There’s a fascination with the potential of biological augmentation and the place of AI in our distant future (consider ‘immortal’ humans against potentially ‘eternal’ hybrid humans), but this story is extremely character-driven and concerned with the place of the individual. The fictional science was breathtaking and not without research, but what stuck…

By Scott Westerfeld,

Why should I read it?

2 authors picked The Risen Empire as one of their favorite books, and they share why you should read it.

What is this book about?

The undead Emperor has ruled his mighty interstellar empire of 80 human worlds for 1600 years. Because he can grant a form of eternal life-after-death, creating an elite known as the Risen, his power is absolute. He and his sister, the Child Empress, who is eternally a little girl, are worshipped as living gods. No one can touch them. No until the Rix, machine-augmented humans who worship planetary Al compound minds. The Rix are cool, relentless fanatics, and their only goal I to propagate such Als throughout the galaxy. They seek to end, by any means necessary, the Emperor's prolonged…


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 did Jim love 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


Book cover of Aliens: The World's Leading Scientists on the Search for Extraterrestrial Life

Laura Krantz Author Of Is There Anybody Out There?: The Search for Extraterrestrial Life, from Amoebas to Aliens

From my list on the search for alien life.

Why am I passionate about this?

I was never going to hack it as a scientist. So I became a journalist instead. After all, both careers stem from a sense of wonder about the world and asking questions, looking for answers, and accepting that there might not be any. In 2018, I started my narrative podcast Wild Thing, which let me explore some of our weirder collective fascinations (like aliens) using science, history, psychology, and humor. I’d never aimed the podcast at kids, but I realized that all those big open-ended questions that I had about everything were the same kinds of questions that kids had - which really set me up to write the Wild Thing book series. 

Laura's book list on the search for alien life

Laura Krantz Why did Laura love this book?

So you want to find aliens. But where to begin? Digging up microbial neighbors on Mars? Encountering big-brained, tentacled beings in flying saucers? Searching for far-flung habitable exoplanets?

This compilation of essays from astrobiologists, AI experts, psychologists, planetary geologists, and NASA scientists (plus more!) gives the alien-hunter a well-rounded, thoughtful start for their search.

Some of the essays will leave you laughing out loud; others will remind you how much we still have to learn about the universe. I came away feeling both smarter and smaller, and I enjoyed every minute of it. 

By Jim Al-Khalili,

Why should I read it?

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

What is this book about?

In these lively and fascinating essays edited by theoretical physicist Jim Al-Khalili, scientists from around the world weigh in on the latest advances in the search for intelligent life in the universe and discuss just what that might look like.

Since 2000, science has seen a surge in data and interest on several fronts related to E.T. (extraterrestrials); A.I. (artificial intelligence); and SETI (search for extraterrestrial intelligence). The debate has intensified over whether life exists outside our solar system, what that life would look like, and whether we’ll ever make contact.

Included here are essays from a broad spectrum of…


Book cover of Liar!

Daniel Robledo Author Of Cages of the Soul

From my list on speculative short stories about life.

Why am I passionate about this?

Life is a complex matter, and so sometimes you need a few aliens, werewolves, and dragons in order to make sense of it. From struggling with one’s career, to finding your identity, to finding forgiveness in myself, I’ve struggled with a lot in life, and these are all things that I tackle in my stories, because in addition to being entertaining, I also believe that what we read should also be insightful.

Daniel's book list on speculative short stories about life

Daniel Robledo Why did Daniel love this book?

Asimov is known as the grandfather of A.I. Science Fiction, and yet, you don’t have to have much of an interest in robotics in order to appreciate many of his stories. One of the best examples of this would be Liar! A story that tackles how a robot, one which isn’t allowed to hurt humans, would try to circumvent peoples’ emotions in a situation in which their desire for career success and romance are on the line. As someone who has dealt with all sides of these affairs, Lair! Is one of those stories that reminded me that no matter what, I’m only human.

By Isaac Asimov,

Why should I read it?

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


Book cover of Rage Inside the Machine: The Prejudice of Algorithms, and How to Stop the Internet Making Bigots of Us All
Book cover of AI: Its Nature and Future
Book cover of Artifictional Intelligence: Against Humanity's Surrender to Computers

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