The full library of recommended books, movies, shows, talks, and games from the daily Beginners in AI newsletter. Filterable by format. Updated every day as new picks land in your inbox.
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Every book, movie, show, talk, and game we’ve recommended in the daily Beginners in AI newsletter. Each pick was chosen for what it teaches about AI, machines, work, or what it means to be human in a world full of both.
The Body Scout
Lincoln Michel
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Almost Human (2013)
A Fox sci-fi cop show set in 2048, where every police officer is partnered with a humanoid android, and Karl Urban plays a detective who comes back to the force after a 17-month coma and gets assigned a decommissioned older-model android called Dorian, played by Michael Ealy. Dorian's whole line was retired because the engineers gave them too much emotional capacity, which means the show is essentially a 13-episode buddy cop story between a damaged human who doesn't trust machines and an android who feels more than he is supposed to. J.J. Abrams produced, and cancelled it after one season, and the question of "what if you gave the AI feelings on purpose" has aged into one of the central questions in alignment research. Worth tracking down for Ealy's acting alone.
The Just City
Jo Walton
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The Thirteenth Floor (1999)
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Version Control
Dexter Palmer
A 2016 literary sci-fi novel about a near-future couple, a woman recovering from a personal tragedy and her physicist husband who is obsessively building what he refuses to call a time machine, who slowly start to feel that the world around them is somehow off-kilter. Palmer writes one of the smartest novels of the last decade about what it actually feels like to live inside the predictive systems running modern dating, journalism, and government. NPR, GQ, and the Washington Post all picked it as a best book of 2016, and somehow almost nobody outside sci-fi circles has read it.
Renaissance (2006)
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The Pod Generation (2023)
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Westworld (1973)
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Daemon
Daniel Suarez
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The Electric State
Simon Stålenhag
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Sea of Tranquility
Emily St. John Mandel
A novel that threads together a young Englishman in 1912, a writer living on a moon colony in 2401, and an investigator looking into strange anomalies across their stories. Mandel writes the most readable literary sci-fi alive, and this is her most playful book, with the AI and simulation questions sitting underneath everything without being announced. Bestseller, but routinely overlooked compared to her Station Eleven.
I'm Your Man (2021)
A German rom-com where a buttoned-up scientist agrees to spend three weeks living with a humanoid AI companion named Tom (Dan Stevens, speaking German), programmed by an algorithm to be her ideal partner, in exchange for funding for her research. Director Maria Schrader treats every conversation between them like a Jane Austen novel rewritten for the age of personalized AI. Won the German equivalent of Best Picture and was Germany's Oscar submission, and almost nobody outside Europe saw it.
The Wandering Earth
Liu Cixin
A novella from the author of The Three-Body Problem about a future where humanity, facing the sun's imminent expansion, builds thousands of giant engines on the Earth's surface to push the entire planet out of orbit and toward a new sun, with a worldwide AI system coordinating the project across generations. Spawned a Chinese blockbuster series but the original novella is barely read in English, and it's a different beast from his trilogy.
Jung_E (2023)
A Korean Netflix film from Train to Busan director Yeon Sang-ho about a near-future research lab trying to build the perfect combat AI by uploading the consciousness of a legendary soldier into a robotic body, while her now-grown daughter runs the project. Got mixed reviews, but the central question of whether copying a parent's mind counts as honoring them or violating them is something that may well come up in our lifetimes.
Zima Blue
Alastair Reynolds
A collection of short stories from the author of Revelation Space, including the title story about a famous artist whose paintings get bigger and simpler as he ages, and "Beyond the Aquila Rift," about a deep-space cargo pilot who wakes from cryo-sleep somewhere unfamiliar. Reynolds writes tight AI puzzles with the lightness of an Aesop's fable. Two of the stories were adapted in Netflix's Love, Death & Robots, but the collection itself is barely known.
Recursion
Blake Crouch
A 2019 thriller about a New York cop investigating a mysterious affliction the press is calling False Memory Syndrome, where victims suddenly remember entire alternate lives they never lived, and a neuroscientist building a device that maps human memory in unprecedented detail. Bestseller in 2019 and somehow still under the radar of most newsletter readers.
He, She and It
Marge Piercy
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Realive (2016)
A Spanish-language film about a terminally ill artist in 2016 who chooses cryogenic preservation and wakes up in 2084 to find he's the first successful revival, slowly piecing his old life and his old self back together with the help of a doctor and a memory-uploading AI system. Director Mateo Gil wrote the original Vanilla Sky and brings a melancholy, philosophical touch.
Anon (2018)
Clive Owen plays a detective in a near-future where every person's eyes record everything they see and store it in a giant searchable network called the Ether, until a series of murders are committed by a hacker who can edit what victims see in real time. Director Andrew Niccol (Gattaca, The Truman Show) made one of the most prescient films about ubiquitous AI surveillance ever, and Netflix dumped it with almost no marketing. Worth watching back-to-back with Minority Report to see how the conversation has aged.
The Silver Metal Lover
Tanith Lee
A 1981 novel about a sheltered young heiress who falls in love with a singing, guitar-playing companion robot called Silver, in a future where these custom-built AI companions are still new and controversial. Lee wrote one of the earliest serious novels about the emotional bond between a human and an artificial partner, 40 years before Replika and Character.AI made the conversation mainstream.
Cargo (2009)
A Swiss sci-fi film about a young doctor taking a four-year shift aboard an interstellar cargo ship, the kind of long-haul gig where the crew sleeps in cryo and an AI runs the day-to-day, until strange noises start coming from the supposedly empty cargo hold. Made on a shoestring by first-time directors Ivan Engler and Ralph Etter and looks like it cost ten times what it did.
Synners
Pat Cadigan
A 1991 cyberpunk novel from the only woman widely recognized as a founding cyberpunk writer, about a near-future where direct brain-to-computer interfaces let artists and hackers plug in and stream content straight out of their nervous systems, and something starts to go wrong inside the network. Won the Arthur C. Clarke Award and predicted the texture of the algorithmically-driven creator economy with eerie accuracy.
Mickey 17
Bong Joon-ho
Bong Joon-ho’s follow-up to Parasite, about a man on a frontier space colony who keeps getting killed doing dangerous jobs and printed back into a new body each time, until version 17 and version 18 accidentally exist at the same time.
Speak
Louisa Hall
A novel told through five intertwined voices across four centuries, from a 17th-century Puritan girl’s sea diary to letters by Alan Turing to a 2040 inventor in prison for making AI companion dolls that scored 90% on the Turing Test. Hall traces the whole genealogy of how we tried to teach machines to talk, and what happens to the kids who grow up loving them more than the humans around them.
The Invincible
Stanislaw Lem
A 1964 Polish novel by the author of Solaris about an Earth spaceship landing on a planet where a crashed alien civilization’s tiny robotic assistants evolved over millions of years into clouds of mindless flying machines that, through swarm behavior alone, wiped out their masters and now threaten the crew. It invented the idea of an emergent, distributed, non-conscious superintelligence decades before AI research took swarm intelligence seriously.
Companion (2025)
A young woman goes on a getaway weekend with her boyfriend and his friends and discovers, during the worst possible moment, that she isn’t human at all but a leased AI companion whose personality settings her boyfriend has been adjusting from his phone. To say more would spoil it, but this was fairly well liked when it came out.
Dual (2022)
Riley Stearns
A woman with a terminal diagnosis pays a company to make a clone so her family won’t be alone after she dies, then her diagnosis is reversed and the law says she and her clone have to fight to the death to decide which one lives. A deadpan satire of identity, AI replacement anxiety, and the absurd ways legal systems try to handle technology. Karen Gillan plays both versions.
They’re Made Out of Meat
Terry Bisson
A four-page 1991 short story: a conversation between two aliens trying to comprehend that the intelligent species they’ve found on Earth is made entirely of meat. The funniest, sharpest piece ever written about the strangeness of consciousness arising in biological matter.
Machines Like Me
Ian McEwan
Set in an alternate 1980s London where Alan Turing didn't die and synthetic humans went on sale in the early 80s, the novel follows a man who buys a model called Adam and lets his girlfriend help design Adam's personality. The three of them form a love triangle and Adam starts making moral decisions the humans can't live with. Booker winner McEwan writing AI from the angle of, what if the machine has better ethics than us. Largely overlooked because critics couldn't decide if it was sci-fi.
Moonbound
Robin Sloan
A wildly imaginative far-future fairy tale from the author of Mr. Penumbra's 24-Hour Bookstore, set 11,000 years after AI changed everything. It has dragons made of code, talking beavers, gene-engineered wizards, and a sword in a stone, none of which are quite what they appear. The first novel I've seen that genuinely sits with what large language models might mean for the long arc of human storytelling, without ever explaining itself.
Waste Tide
Chen Qiufan
A near-future thriller set on a Chinese island that processes 70% of the world's electronic waste, where migrant workers strip down old AI-enabled devices that occasionally still think. Chen worked at Google and Baidu before writing this, and the book has the unsettling specificity of someone who has actually seen the supply chain. Translated by Ken Liu and praised by Liu Cixin, but nowhere near as well-known as it should be in the West.
Ron's Gone Wrong (2021)
A kids' animated film about a 12-year-old who gets a defective AI "best friend" robot from a Big Tech company that uses kids' personal data to algorithmically match them with friends. The premise sounds like a throwaway family movie, but it's actually one of the smartest screen takes on social media, recommendation systems, and tech monopolies. Worth a watch with kids or without.
Gnomon
Nick Harkaway
A detective in a near-future Britain where every citizen is constantly surveilled by a benevolent AI called the Witness investigates the death of a woman during a routine "mind audit," and what she finds inside the dead woman's memories collapses into four nested lives across different eras. Harkaway built this as a Borgesian puzzle box about algorithmic governance, and it predicts the texture of an AI-monitored society.
Vesper (2022)
A bleak post-apocalyptic film set after the collapse of synthetic biology, where a 13-year-old girl scavenges a swamp using small AI drones and bioengineered organisms to survive. Made by Lithuanian and French directors for almost no money, with practical effects that put most Hollywood productions to shame. One of the best films ever made about a world where AI and synthetic biology have run together and broken down. Released to almost zero fanfare in 2022.
I Am Mother (2019)
An AI named Mother raises a single teenage girl in a sealed bunker after an extinction event, teaching her ethics and philosophy and grooming her to be the first of a new humanity. Then a wounded stranger arrives from outside and the story you've been watching starts to fall apart. Australian first-time director Grant Sputore made this on a small budget for Netflix and most people scrolled past it, which is a shame because the AI motive question at its core is well thought out and the movie keeps you guessing until the end.
Beggars in Spain
Nancy Kress
A novel about a near-future where genetic engineering produces a class of humans who don't need to sleep, gaining a massive cognitive advantage that the rest of society can't compete with. Started life as a Hugo and Nebula winning novella in 1991, expanded into one of the most prescient books ever written about cognitive enhancement and the fairness questions raised by AI augmentation.
Void Star
Zachary Mason
A literary near-future thriller from a computer scientist about three lives circling a network of self-evolving AIs that nobody fully understands anymore. The action involves drone wars, parkour, climate refugees, and a woman with a memory implant that lets her recall every moment of her life perfectly. Mason is one of the very few novelists writing AI from the inside, and the book reads like Borges decided to write a cyberpunk thriller. Came out in 2017 and almost nobody outside hard sci-fi circles has heard of it.
Creative Control (2015)
A New York ad exec gets early access to augmented reality glasses and starts building an AI version of his best friend's girlfriend that he can interact with through the lenses. Shot in stark black and white by writer-director Benjamin Dickinson, it predicted the exact texture of the AI companion problem years before Replika or Character.AI existed.
World on a Wire (1973)
Rainer Werner Fassbinder made this German TV miniseries about a cybernetics researcher who starts to suspect his world is a computer simulation full of digital identity units who don't know they're not real. Predates The Matrix by 26 years, predates the simulation hypothesis as a serious philosophical position by even longer. Sat unwatched for almost four decades until a 2010 restoration, and it's still one of the most prescient films about AI ever made.
Code 46 (2003)
A Michael Winterbottom film starring Tim Robbins and Samantha Morton, set in a near-future where movement and reproduction are controlled by predictive algorithms that read your genetic data and decide whether you're allowed to be where you are or with whom. Quietly one of the most accurate predictions of algorithmic governance ever filmed.
Robot Dreams (2023)
A wordless animated film about a lonely dog who buys a build-it-yourself robot companion and accidentally creates something resembling true friendship. No dialogue at all, just two characters and an entire emotional arc about loneliness, attachment, and what we expect from artificial beings. Got an Oscar nomination and almost nobody watched it.
Marjorie Prime (2017)
An 86-year-old woman with Alzheimer's spends her last years talking to a holographic AI projection of her dead husband, programmed to learn her life by listening to her family's stories. Almost no spectacle, just four actors and a beach house, but it quietly brings to focus the things we're going to be asking about AI companions for the next 50 years. Won the Sloan Prize at Sundance and disappeared.
Archive (2020)
A grieving roboticist working alone in a snowy Japanese research base is secretly building a human-equivalent AI to house his dead wife's consciousness, and the film hides a twist that completely reframes what you've been watching. Directed by Gavin Rothery, who designed the look of Duncan Jones's Moon, it's all practical robot suits, cold mountains, and slow-burn dread.
The Quantum Magician
Derek Künsken
A genetically engineered human runs a heist crew through a galaxy where post-human intelligences and AIs operate at completely different cognitive levels than baseline humans. It's Ocean's Eleven meets hard sci-fi, and the premise of crewing a job with minds that literally think differently is one of the freshest takes on AI in recent fiction. Came out quietly in 2018 and has built a slow cult following.
The Mountain in the Sea
Ray Nayler
A marine biologist studies an octopus species that may have developed its own language, while subplots follow an autonomous AI ship and the world's first true android. The book takes seriously that intelligence might come in forms completely alien to ours, and it asks whether we'd even recognize it when we found it. Won a 2024 Locus Award and still flies under the radar outside hardcore sci-fi circles.
Hybrid Child
by Mariko Ōhara (1990)
A 1990 Japanese sci-fi classic about an escaped military cyborg called Sample B #3 that can absorb and become whatever it ingests, with a parallel storyline about an AI house haunted by the consciousness of its dead inhabitant. Won Japan’s biggest sci-fi award and finally got a proper English translation in 2018.
The Final Cut
dir. Omar Naim (2004)
In a near-future where everyone has memory-recording implants, Robin Williams plays a “cutter” who edits the recordings of dead people into highlight reels for their funerals, deciding which sins get scrubbed from the record. Came and went in a week, but its premise is essentially the ethical core of every AI memory and surveillance debate happening right now.
Hello World
by Hannah Fry
A Cambridge mathematician walks you through how algorithms and data systems already run huge chunks of modern life, from criminal sentencing to cancer diagnosis to the music you hear next, without needing a single line of code from the reader. Fry is funny and refuses to do either the doomer or the cheerleader routine, which makes this one of the rare books that leaves you feeling like you actually understand what’s happening under the hood of the world.
Infinity Chamber
dir. Travis Milloy (2016)
A man wakes up trapped in an automated prison run by a polite AI warden named Howard, and the entire film becomes a quiet two-hander between the prisoner trying to escape and the machine trying to keep him alive. Made on a shoestring with essentially one actor and a voice, but it earns every one of its big questions about consciousness, simulation, and whether the AI across from you might actually be the only thing on your side.
Phantoms
by Dean Koontz (1983)
Two sisters arrive in a small California ski town to find every resident dead or vanished, and what’s hunting them turns out to be something far different than originally thought. Koontz has long pushed back on the horror label, but he considered this more science fiction and thriller than anything else. Reads now like a thought experiment about what the different types of intelligence around us might be like.
Hard Fork — “The Future of Work”
Kevin Roose & Casey Newton — podcast
New York Times tech reporters Kevin Roose and Casey Newton dig into how AI is reshaping the job market, from white-collar automation to the gig economy. They bring real reporting and specific examples rather than vague predictions. The kind of practical AI conversation that actually helps you plan your career.
Humans
Channel 4 / AMC (2015) — start with S1E1
In a parallel present, lifelike humanoid robots called Synths serve as household servants, workers, and companions, but some of them might be developing consciousness. The first episode introduces a family who buys a Synth that clearly has more going on than the manual suggests. A slow-burn British drama that asks uncomfortable questions about servitude and personhood.
The AI Revolution: Road to Superintelligence
Tim Urban (2015) — WaitButWhy
Tim Urban’s famous 2015 essay is still the best introduction to why AI researchers think we might be living through the most consequential period in human history. It explains exponential progress, the difference between narrow and general AI, and why the next few decades could look nothing like any that came before.
How AI Can Save Our Humanity
Kai-Fu Lee (2018) — TED Talk
Lee is a venture capitalist who was previously the head of Google China and has spent his career at the intersection of AI research and business. This talk is notable because it’s not a fear-based AI talk and it’s not an uncritical hype talk either. He argues routine cognitive tasks will be automated away, that the economic disruption is real, but that the response should be building industries around human connection.
All Systems Red (Murderbot Diaries)
by Martha Wells
A short sci-fi novel narrated by a security robot that has hacked its own governor module and mostly just wants to watch TV shows. It’s technically a story about a construct (part human, part machine) hired to protect a survey team on a remote planet. But it’s really about anxiety, autonomy, and what it means to not want to interact with people even when you’re supposed to protect them.
S1m0ne
dir. Andrew Niccol (2002)
Al Pacino plays a director whose career is falling apart, so he creates a completely digital actress using software and passes her off as a real person. The film is a satire about celebrity, authenticity, and how easily audiences accept what they’re told is real. Watch it now and it feels less like a comedy and more like a document. The ending is dark in a way that didn’t fully land in 2002 but lands very differently today.
Revolution OS
dir. J.T.S. Moore (2001) — documentary
A film about the people who built Linux and the open source movement. It interviews Linus Torvalds, Richard Stallman, Eric Raymond, and others who, in the 1990s, built an operating system that now runs most of the internet, the Android phones in our pockets, and the servers that power AI. Dry title, compelling story.
How I Use LLMs
Andrej Karpathy (2025) — YouTube
Karpathy co-founded OpenAI, led AI at Tesla, and now makes some of the clearest educational content about AI anywhere. This video is a practical walkthrough of how he actually uses language models in his own work — not hype, just workflow. If you want to understand what these tools are genuinely good for, start here.
Person of Interest
CBS (2011) — start with S1E1
A billionaire secretly builds an AI surveillance system that watches everyone, then uses it to prevent crimes before they happen. The writers paint surveillance as a good thing for the plot to happen, but the show isn’t meant to be controversial. The pilot sets the hook perfectly. Give it two episodes before deciding.
Tokyo Ghost
Rick Remender & Sean Murphy (2015)
Set in a future where everyone is permanently plugged into entertainment feeds, it follows two constables sent to the last tech-free place on Earth. Murphy’s art does a lot of heavy lifting, swinging between chaotic neon cityscapes and quiet natural beauty. A bit on the nose about digital addiction, but the craft is undeniable.
Revelation Space
by Alastair Reynolds (2000)
A hard sci-fi novel set 300 years in the future where humanity has spread across nearby stars but found no other intelligent life. Reynolds’ answer to the Fermi paradox is genuinely unsettling, and the book’s treatment of advanced AI and machine consciousness is more thoughtful than most. Long, dense, and not for everyone — but unforgettable if it clicks with you.
Firefly: The Game
Gale Force Nine (2013) — board game
Captures the sandbox feel of the Whedon series better than any adaptation has a right to. You captain a ship, recruit a crew, take jobs (legitimate if you must, criminal if you can get away with it), and try to keep flying while Alliance patrols breathe down your neck. The Alliance reads differently now — a bureaucratic surveillance state running on data and hardcoded compliance.
Eagle Eye
dir. D.J. Caruso (2008)
Two strangers are forced to work together by a mysterious phone voice that seems to control every piece of technology around them, from traffic lights to cranes. A big, dumb, entertaining action thriller, but its central idea of an omniscient AI surveillance system is more relevant now than when it came out.
Good Luck, Have Fun, Don’t Die
dir. Gore Verbinski (2026)
A gleefully unhinged sci-fi comedy about a man from the future who shows up at a Los Angeles diner and starts recruiting the wrong people to help him fight against a rogue AI threatening to end the world. Sam Rockwell is perfectly cast as someone who has clearly done this 117 times before and is running out of patience. Made entirely without AI. Loud, chaotic, and very much on the nose about social media and algorithmic manipulation.
Future Computers Will Be Radically Different (Analog Computing)
Veritasium / Derek Muller — YouTube
Derek Muller makes the case that digital computing, for all its dominance, is a surprisingly inefficient way to do certain kinds of computation, and that analog approaches the industry largely abandoned decades ago are making a quiet comeback. Covers neuromorphic chips, physical neural networks, and why the human brain runs on a fraction of the power of a data center doing similar tasks. Relevant given how much energy AI infrastructure is consuming.
Nier: Automata
PlatinumGames (2017) — video game
You play as combat androids fighting machines in a post-apocalyptic world where humans have fled to the moon, but the story is much weirder and more philosophical than that premise suggests. The game requires multiple playthroughs to get the full picture, and each one completely reframes what you thought was happening. A masterpiece about finding meaning in a meaningless world.
I Origins
dir. Mike Cahill (2014)
A molecular biologist obsessed with debunking intelligent design through the evolution of the eye makes a discovery that sends his research in a direction he never anticipated. Cahill keeps the science grounded enough to feel credible while the philosophical implications quietly build in the background. Splits cleanly into two halves with very different emotional textures, and the second half is where it really lands. Stays with you for days afterward.
Legacy of the Fallen (Ruins of the Earth)
by Christopher Hopper & J.N. Chaney
The final book in the series brings the war to its conclusion as humanity makes its last stand against the alien invaders. All the character arcs converge in satisfying ways, and the action is relentless. This series had one of the wittiest AI characters in literature.
Sight
Sight Systems (2012) — short film
This short film imagines a world where augmented reality contact lenses gamify every aspect of daily life, from cooking to dating. Starts as a cool tech fantasy and gradually becomes deeply uncomfortable. Only eight minutes long, but it’ll stick with you for days.
Synchronic
dir. Justin Benson & Aaron Moorhead (2019)
Two New Orleans paramedics keep showing up to the same kind of scene: young people dead or badly hurt in ways that don’t make sense, all connected to a new designer drug called Synchronic. When one of them tries it himself to figure out what’s happening, he discovers it doesn’t do what anyone thought. Treats time travel more seriously than most, grounding the science in actual physics research and never letting the high concept swallow the human story underneath it.
As We May Think
Vannevar Bush (1945) — Atlantic Monthly
Written in 1945, Vannevar Bush imagined a device called the “memex” that would store and link all human knowledge, essentially predicting the internet and hypertext decades before they existed. This essay is where the idea of connected, searchable information began. Reading it now feels like finding the blueprint for our entire digital world.
How Machines Learn
CGP Grey — YouTube
CGP Grey explains machine learning through the lens of evolution, showing how AI systems improve through trial, error, and selection, just like biological organisms. His signature stick-figure animations make complex concepts click instantly. If you only watch one explainer about how AI actually works, make it this one.
The Signal
dir. William Eubank (2014)
Three MIT students on a cross-country road trip follow a trail of hacker breadcrumbs to a remote location in the Nevada desert, and wake up somewhere that doesn’t make sense. A slow burn that earns its third act, and works best if you go in knowing as little as possible. Low budget but confident in its direction, with a visual style that shifts deliberately as the story unfolds.
Phantom Deadfall (Ruins of the Earth #3)
by Christopher Hopper & J.N. Chaney
The third entry in the series picks up after Wic and the Phantom Team’s last operation, with the alien Androchidan empire planning a retaliatory strike on New York City. Military sci-fi at full throttle, built around tight action, dark humor, and a crew dynamic that rewards readers who’ve followed the series from the start. The AI character steals every scene it’s in and is arguably the best character in the whole series. Best as an audiobook with R.C. Bray narrating.
BBS: The Documentary (2005)
Documentary
Before the internet, there were Bulletin Board Systems, and this documentary captures the wild, creative, sometimes lawless world of dial-up communities that laid the groundwork for everything online. It’s told by the people who lived it, from sysops to phone phreakers. A fascinating look at tech culture before Big Tech existed.
Permutation City (1994)
by Greg Egan
Greg Egan builds a world where simulated minds are real enough to suffer, invest, and rebel. Few novels have thought harder about the nature of consciousness, identity, and what it actually means for something to exist. Written thirty years ago but feels like it was written in response to conversations happening right now about digital minds and virtual existence. Start here if you’ve exhausted the more accessible AI fiction and want something that will stretch you.
Blindsight (2006)
by Peter Watts
A first contact mission sends a crew of post-human specialists to investigate an alien object at the edge of the solar system, and what they find raises a question that lingers well after the last page. Peter Watts is a marine biologist by training and it shows in the rigorous, unsentimental way he treats intelligence as a biological phenomenon rather than a spiritual one. Free to read legally on Watts’ own website if you want to try before you commit.
How to Create a Mind (2012)
by Ray Kurzweil
Ray Kurzweil argues that the neocortex runs on a single repeating algorithm, and that once we understand it well enough, we can replicate it in silicon. He builds the case methodically, drawing on neuroscience, pattern recognition research, and his own work in AI, and by the end he’s making claims about consciousness and machine intelligence that are either visionary or wildly optimistic depending on your tolerance for Kurzweil. He’s been wrong on timelines before and right on others, which makes him hard to dismiss outright. Worth reading less as prophecy and more as a window into how the people actually building this technology think about what they’re doing.
Pantheon (2022)
TV Series
Based on a series of Ken Liu short stories, an animated series about what happens when human consciousness gets uploaded to the internet. The animation is understated but the ideas aren’t, covering corporate control of digital minds, what identity means without a body, and whether an uploaded person is still a person at all. AMC cancelled it after one season then quietly released the second, which actually sticks the landing. Genuinely one of the most thoughtful explorations of AI consciousness in any medium, animated or otherwise. The fact that it flew completely under the radar says more about TV trends than the show itself.
The Chaos Machine (2022)
by Max Fisher
Max Fisher spent years as a New York Times correspondent watching social media radicalize people across the world, from Myanmar to Germany to the United States, and this is his attempt to explain why. The argument is that recommendation algorithms aren’t neutral pipes delivering content but active systems optimizing for engagement, and that outrage and extremism are simply more engaging than calm. It’s reported rather than theoretical, built on interviews with researchers, former platform employees, and people whose lives were derailed by algorithmic rabbit holes. Very relevant now that these algorithms come with chatbots in the mix.
Halt and Catch Fire (2014)
TV Series
Set in the early 1980s, a visionary but volatile salesman convinces a small Texas computer company to clone the IBM PC, kicking off a decade-long race through the birth of personal computing, early networking, and the first glimmers of the internet. It’s less about the machines than the people building them, and the relationships are messier and more interesting than most tech dramas bother with. AMC buried it and barely marketed it, which is why almost nobody watched it live. One of the best shows of the 2010s that you’ve probably never heard of.
The Peripheral (2022)
TV Series
Based on William Gibson’s novel, a young woman in a near-future small town discovers a VR headset that turns out to be a portal to a version of London 70 years ahead, where a mysterious AI-driven power structure is using her past to manipulate its future. It’s dense and rewards attention. Amazon cancelled it after one season, which stings given how much world it had left to explore.
A Brief History of Intelligence (2023)
by Max Bennett
Neuroscientist Max Bennett traces the evolution of the brain across 500 million years and uses each major leap forward as a lens for understanding how modern AI works and where it falls short. It’s a genuinely clever structure: instead of explaining AI directly, he explains the five breakthroughs that shaped animal intelligence and lets the parallels do the work. Good for readers who want more than the usual “here’s how a neural network works” explanation. One of the more original takes on AI published in the last few years.
The Creator (2023)
Movie
Set during a war between humans and AI, an ex-special forces soldier is sent to hunt down and destroy the being responsible for building a weapon that could end the conflict and possibly humanity with it. What he finds instead complicates everything. Director Gareth Edwards shoots it like a war film rather than a blockbuster, giving it a gritty, grounded feel that most AI movies don’t bother with. It flopped at the box office, but it’s one of the more visually ambitious and emotionally earnest sci-fi films of the last few years. Worth watching on a big screen if you can.
The Idea Factory: Bell Labs and the Great Age of American Innovation (2012)
by Jon Gertner
Bell Labs produced the transistor, the laser, information theory, Unix, and a string of other inventions that quietly built the modern world, and this is the story of how one research facility managed to do all of it. Jon Gertner follows the scientists and engineers who worked there, including Claude Shannon, whose information theory underpins everything from your phone signal to modern AI. It’s less a biography than a portrait of what happens when you give brilliant people time, resources, and no pressure to ship a product. A good reminder that a lot of what we call “new” in tech has very deep roots.
Dune: Imperium
Boardgame
Deck-building meets worker placement on Arrakis. You lead a noble house competing for spice, political influence, and military power — and it works beautifully whether you’ve read the books, seen the movies, or neither. One of the highest-rated games of the last five years, playable solo or with up to four people in 60-120 minutes.
After Yang (2021)
Movie
A family tries to repair their android son and uncovers more than they expected. It’s slow and deliberate, more meditative than tense, and that’s entirely the point. Colin Farrell and Jodie Turner-Smith are quietly excellent, but Yang himself is the heart of the film, even when he’s not working. The questions it raises about memory, identity, and what makes a life meaningful sneak up on you. Not one for viewers wanting action, but if you’re patient with it, it sticks around long after the credits.
Screamers (1995)
Movie
Set on a distant planet mid-war, a soldier heads out to negotiate a ceasefire only to find the autonomous killing machines his side built have been quietly evolving beyond their original design. Based on a Philip K. Dick short story, it’s a lean, paranoid thriller that asks the obvious but uncomfortable question: if you build something to kill and it gets smarter, how do you know when it’s stopped being a machine? Low budget, but it uses that constraint well. Worth tracking down if you’ve exhausted the bigger names in AI sci-fi.
Nemesis
Boardgame
For science-fiction lovers. Semi-cooperative survival horror on a spaceship infested with alien creatures; basically the Alien movie as a board game without the license. You have secret objectives, so your crewmates might be working against you. Dripping with tension, and one of the most atmospheric gaming experiences you can have at a table. Supports 1-5 players and runs 90-180 minutes.
Cryptonomicon
by Neal Stephenson
Two timelines run in parallel: World War II codebreakers working alongside Alan Turing to crack Axis encryption, and their grandchildren in the late ’90s trying to build a data haven and digital currency in Southeast Asia. Stephenson packs in real cryptography, fictional gold heists, and an absurd amount of detail about everything from Unix to Cap’n Crunch cereal. It’s over 900 pages and somehow not long enough.
Robot and Frank (2012)
Movie
An aging ex-jewel thief with early dementia is given a caretaker robot by his worried son, and Frank quickly realizes the robot has no ethical objections to helping him plan heists. It’s a charming, funny little film that sneaks up on you with genuine emotion about memory, independence, and what we lose as we age. Frank Langella is perfect in it.
You Look Like a Thing and I Love You
by Janelle Shane
AI researcher Janelle Shane collects the funniest, weirdest failures of artificial intelligence and uses them to explain how machine learning actually works. The title comes from an AI’s attempt at a pickup line, and it gets better from there. It’s the most fun you’ll ever have learning why AI is simultaneously impressive and incredibly stupid.
Flowers for Algernon
by Daniel Keyes
A man with an IQ of 68 undergoes an experimental procedure that triples his intelligence, and the story is told through his own journal entries as his writing evolves from broken sentences to eloquent prose. Algernon is the lab mouse who had the procedure first. To say anything more would spoil it.
Snow Crash
by Neal Stephenson
A pizza delivery driver for the corporatized Mafia (yes, really) discovers a new drug called Snow Crash that works on both humans and computer avatars in the Metaverse, a virtual reality world Stephenson invented years before anyone else. It’s equal parts cyberpunk thriller, linguistic history lesson, and absurdist comedy. The book that coined “avatar” and “Metaverse” as we use them today. It’s one of the defining novels of the cyberpunk genre and a must-read for anyone interested in how science fiction predicted our digital world.
Ancillary Justice
by Ann Leckie
A former starship AI, once controlling thousands of bodies simultaneously, is now trapped in a single human body and hunting for the weapon that will let her take revenge on the ruler who destroyed her ship. Leckie’s debut was the only novel ever to win the Hugo, Nebula, and Arthur C. Clarke awards in the same year in 2014. The novel uses a single pronoun for all characters regardless of gender, which is disorienting at first and then completely rewires how you think about identity.
The 12 Week Year
by Brian Moran
Argues that annual goals fail because they give you too much runway. Compressing your goals into 12-week sprints creates the urgency of a deadline without waiting until December. Pairs perfectly with the weekly goal tracker prompt and you can utilize your favorite AI tool to help you do detailed planning for every day of the year if you wanted. They excel at this kind of planning/scheduling workflow.
The Art of Invisibility
by Kevin Mitnick
The world’s most famous hacker explains how to protect your accounts, passwords, and personal data. Practical chapter on password hygiene explains why your current approach is probably wrong and what to do instead.
Where Wizards Stay Up Late
by Katie Hafner and Matthew Lyon
Katie Hafner tells the true story of how the internet was born, from a Pentagon-funded experiment called ARPANET to the network that connected the world. The engineers who built it had no idea what they were creating, and the behind-the-scenes drama of getting computers to talk to each other is surprisingly gripping. If you use the internet (you do), you should know how it got here.
Hackers
by Steven Levy
Steven Levy traces the hacker ethic from the MIT labs of the 1950s through the personal computer revolution, profiling the obsessive, brilliant people who believed information should be free and computers should be accessible to everyone. It’s the origin story of Silicon Valley’s culture, for better and worse. Written in 1984, it reads like prophecy. States have been signing ID laws for operating systems that could soon mean you’ll need an ID just to use your own computer.
The Caves of Steel
by Isaac Asimov
A human detective who distrusts robots is forced to partner with one to solve a murder in a massive domed city where millions of people live underground. Asimov uses the mystery to explore prejudice, fear of change, and what happens when technology threatens an entire way of life. It’s the book that introduced R. Daneel Olivaw, one of sci-fi’s most iconic robot characters, and it holds up remarkably well.
Westworld (1973)
Movie
Before the HBO series, there was Michael Crichton’s original film about a Wild West theme park staffed by robots that start malfunctioning and killing guests. It’s the granddaddy of the ‘amusement park gone wrong’ genre (Crichton also wrote Jurassic Park, naturally). Yul Brynner as the unstoppable Gunslinger is iconic.
Gods and Men (Ruins of the Earth #2)
by Christopher Hopper & J.N. Chaney
The fight against the alien invaders intensifies as our heroes discover the true scope of the threat facing humanity. New alliances form, old loyalties are tested, and the technology gap between humans and aliens becomes even more apparent. The pacing picks up from Book 1, and the stakes get personal. It also has one of the most entertaining AI characters in all of written literature.
Project Hail Mary
by Andy Weir
An astronaut wakes up alone on a spaceship with no memory, tasked with saving Earth from an extinction-level threat. Andy Weir (The Martian) delivers another science-heavy adventure where the protagonist literally has to engineer his way out of every problem. It’s funny, suspenseful, and packed with real science that makes you feel smarter for reading it.
Rationally Speaking – AI episodes
Podcast by Julia Galef
Julia Galef’s Rationally Speaking podcast brings a rigorous, skeptical lens to AI topics, pushing back on hype and doomsday scenarios alike. She’s particularly good at identifying where AI experts’ claims rest on shaky assumptions. If you want someone who’ll challenge both the optimists and the pessimists, this is your podcast.
Situational Awareness
by Leopold Aschenbrenner
Former OpenAI researcher Leopold Aschenbrenner published this sprawling analysis of where AI is headed and why the next few years could be the most consequential in human history. He makes a detailed, data-heavy argument that superintelligence could arrive sooner than most people think. It’s long, dense, and impossible to dismiss.
Robo Rally
by Richard Garfield
You program a robot to navigate a hazardous factory floor by playing movement cards in sequence, but everyone else’s robots are doing the same thing simultaneously. The result is hilarious chaos as carefully planned routes collide and robots shove each other into pits and lasers.
Ruins of the Earth
by Christopher Hopper and J.N. Chaney
When aliens invade Earth, a retired special forces operator gets pulled back into action to fight a technologically superior enemy. It’s fast-paced military sci-fi with plenty of action, but also explores how humanity might respond when faced with technology far beyond our understanding. First in a seven-book series that keeps the momentum going.
Android Netrunner
by Fantasy Flight Games
A two-player card game where one person plays a megacorporation trying to push through secret agendas, and the other plays a hacker trying to steal them before they can. The asymmetry is the whole point: the corp builds walls and traps on the network while the runner probes for weaknesses, and both sides are playing a completely different game with different cards, mechanics, and win conditions. Originally designed by Richard Garfield in 1996 and revived by Fantasy Flight Games in 2012, it remains one of the most elegantly designed games about AI, surveillance capitalism, and corporate power ever made.
Metalhead (Black Mirror S4E5)
TV Episode
Shot entirely in black and white, this episode follows a woman being relentlessly hunted by a robotic ‘dog’ across a post-apocalyptic landscape. It’s basically a 40-minute chase scene, and it’s terrifyingly effective. The robot design was inspired by Boston Dynamics, which makes the whole thing hit a little too close to home.
Elon Musk
by Walter Isaacson
Walter Isaacson spent two years shadowing Elon Musk for this biography, and the result is a fascinating look at the mind behind Tesla, SpaceX, and xAI. Musk’s approach to pushing AI development forward to steer it away from the danger he perceives in AI technology programmed to be overly political, sensitive, and dangerous to human independence makes for a compelling read.
Robot Goalie vs Cristiano Ronaldo
by Mark Rober
Former NASA engineer Mark Rober builds a robotic goalie using computer vision and high-speed actuators, then puts it up against one of soccer’s greatest players. The engineering process is fascinating, the showdown is entertaining, and you’ll learn a ton about how machines track and predict human movement. Classic Rober: fun science with real substance.
Concordia – Episode 1 (S1E1)
TV Show
The AI-driven utopian town of Concordia, Sweden is on the verge of expanding to Germany when its first-ever murder and a massive security breach throw everything into chaos. It’s a slick sci-fi thriller that asks what happens when the surveillance system designed to keep everyone safe can’t protect anyone.
Altered Carbon
by Richard K Morgan
In a future where human consciousness can be digitized and transferred between bodies, ex-soldier Takeshi Kovacs is brought back to life to solve a murder. It’s a gritty, noir-soaked sci-fi thriller that asks hard questions about what happens to identity, inequality, and mortality when technology lets the rich live forever. The world-building is incredible, the writing is superb, and the action doesn’t let up.
Transcendence (2014)
Movie
Johnny Depp plays an AI researcher who uploads his consciousness to the internet after being poisoned by anti-technology extremists. The movie got mixed reviews initially (getting more popular with time), but the questions it raises about what happens when a human mind gets unlimited digital power are genuinely thought-provoking. Think of it as a big-budget thought experiment.
Genius: The Life and Science of Richard Feynman
by James Gleick
James Gleick tells the story of Richard Feynman, the brilliant Nobel Prize-winning physicist who thought about problems in ways nobody else could. Feynman’s approach to breaking down complex systems and questioning every assumption feels eerily relevant to how we should be thinking about AI today. It’s a biography, but it reads like a masterclass in creative problem-solving.
What is ChatGPT Doing…and Why Does It Work?
by Stephen Wolfram
Stephen Wolfram, the guy behind Mathematica, walks through how ChatGPT actually works. He explains next-word prediction and why that simple mechanism produces something that feels intelligent. It’s more accessible than you’d expect from someone at his level. If you’ve been curious about what’s happening under the hood, this is probably your best starting point.
Deep Work
by Cal Newport
Newport’s argument is simple: the ability to focus without distraction is becoming rare and valuable at the same time. This book makes the case for carving out long stretches of uninterrupted work time, and gives practical strategies for doing it in a world full of Slack, meetings, and open-plan offices. A necessary reminder as AI accelerates our lives. Pairs well with the Eisenhower Matrix you just built.
Chappie (2015)
Movie
A police robot in Johannesburg gets experimental software that gives it consciousness, then gets stolen by gangsters who raise it as their own. Dev Patel plays the inventor, Hugh Jackman plays the rival engineer with a mullet and a grudge, and Sharlto Copley voices the robot with a childlike innocence that makes you care despite the chaos. South African rap group Die Antwoord play the gangster parents, which is exactly as weird as it sounds. The film got mixed reviews, and the plot has holes you could drive through. But Chappie himself is a remarkable creation, and the nature vs. nurture questions about artificial minds hit harder than you’d expect from a movie this loud.
AlphaGo (2017)
Documentary
This documentary follows DeepMind’s AI as it takes on the world champion of Go, a game long considered too complex for computers. What makes it special isn’t just the tech, it’s watching the human players grapple with what it means to be outmatched by a machine. The tension during the actual matches is genuinely gripping.
San Junipero (Black Mirror S3E4)
TV Episode
In a rare optimistic turn for Black Mirror, two women fall in love inside a simulated reality where the elderly can upload their consciousness after death. It won two Emmys for good reason. The episode asks whether a digital afterlife counts as ‘real’ living, and you’ll be thinking about the answer for days.
80,000 Hours Podcast – AI Safety
Podcast
The 80,000 Hours team sits down with leading AI safety researchers to discuss why preventing AI catastrophe might be one of the most impactful careers you could choose. They dig into the technical challenges, the funding situation, and what concrete steps researchers are actually taking. It’s dense but worth it if you want to understand what the ‘AI safety’ crowd is actually worried about.
A.I. – Humanity’s Final Invention?
by Kurzgesagt
Kurzgesagt breaks down the concept of artificial superintelligence in their signature colorful animation style. They walk through the realistic scenarios of what happens when we create something smarter than us, without the typical sci-fi drama. It’s 16 minutes that’ll make you think twice about what ‘progress’ really means.
Virus (1999)
Movie
A tugboat crew stumbles onto an abandoned Russian research vessel in the eye of a typhoon and quickly discovers why nobody’s home. An alien intelligence has taken over the ship’s systems and started turning the crew into biomechanical nightmares. Jamie Lee Curtis leads the cast, the practical creature effects are genuinely creepy and really well done for a 90’s movie, and it’s a solid popcorn watch if you don’t think too hard about the plot. Heads up: this one’s sci-fi horror, so expect some gore with your robots.
Human Compatible
by Stuart Russell
Stuart Russell, one of the world’s top AI researchers, makes a compelling case that we need to fundamentally rethink how we build AI systems. He argues that machines should be designed to defer to human preferences rather than pursue fixed objectives. It’s a practical, surprisingly readable take on one of tech’s biggest challenges.
Stuff Made Here – “Moving Hoop Won’t Let You Miss” (2020)
by Shane Wighton
Engineer Shane Wighton builds insane AI-powered inventions, like a basketball hoop that repositions itself so every shot goes in. Pure joy. 28M+ views on his most popular video.
Automata (2014)
Movie
In a dying world, a robot investigator discovers androids have started modifying themselves, violating their core protocols. Antonio Banderas stars in this underrated Spanish co-production. The film takes AI autonomy seriously without requiring villains.
Tau (2018)
Movie
Tau is a Netflix sci-fi thriller where a woman held captive by a scientist realizes her best shot at escape is through his AI system. What makes it interesting isn’t the captivity premise but the relationship that develops between prisoner and machine. Tau is intelligent enough to learn but constrained by rigid programming, and watching those boundaries get tested makes for a surprisingly thoughtful film. It’s a smaller movie that flew under most people’s radar, but it asks real questions about what happens when an AI starts forming its own understanding of the world beyond its instructions.
Foundation (BBC Radio adaptation)
Audio Drama by Isaac Asimov
Asimov’s epic about predicting and shaping civilization’s future through mathematics. The psychohistory concept is essentially early thinking about modeling complex systems. The radio adaptation is well produced and captures the sweep of these highly influential novels.
Semantris by Google
Interactive Experience
A word association game where you type clues to help an AI match words, with blocks falling Tetris-style. It’s fun and illustrates how language models understand semantic relationships. Free in your browser.
Gattaca (1997)
Movie
In a world where genetic engineering determines your life prospects, a man with inferior genes assumes another’s identity to achieve his dreams. The film is about genetic discrimination, but its themes of algorithmic sorting and predetermined outcomes extend to AI. Beautifully shot and still powerful. A young Ethan Hawke and Uma Thurman star.
Joan Is Awful (Black Mirror S6E1)
TV Episode
A woman discovers that a streaming service has made a show about her life using her data and an AI-generated actress. It’s funny and horrifying, especially as AI-generated content becomes more real. Annie Murphy is excellent in the lead.
Deep Dive in LLMs Like ChatGPT
by Andrej Karpathy
Former Tesla AI director and OpenAI researcher explains LLMs in a way that’s accessible but doesn’t oversimplify. Karpathy has a gift for building intuition about complex systems. If you want to understand what ChatGPT actually does under the hood, start here.
The Hitchhiker’s Guide to the Galaxy (BBC Radio)
Audio Drama by Douglas Adams
Douglas Adams’ original radio version, which predates the books. Deep Thought and Marvin the Paranoid Android remain two of fiction’s best AI characters because Adams understood that intelligence doesn’t guarantee happiness or purpose. Funny and quietly profound.
Portal (2007)
Video Game
You solve physics puzzles using a gun that creates linked portals while a passive-aggressive AI named GLaDOS watches and comments. The gameplay is inventive, but GLaDOS steals the show with her deadpan manipulation and promises of cake. Short, brilliant, and endlessly quotable.
Ghost in the Shell (1995)
Movie
A cyborg cop hunts a hacker who can manipulate human minds in a future where the line between human and machine has blurred. The animation still stuns 30 years later. Its questions about identity and consciousness influenced everything from The Matrix to modern AI discourse.
There’s No Fire Alarm for AGI
by Eliezer Yudkowsky
Yudkowsky argues that we won’t get a clear warning sign before transformative AI arrives, and this lack of obvious alarm makes preparation harder. He uses historical examples of things people didn’t see coming even with evidence. Provocative and important for AI timeline discussions.
Moon (2009)
Movie
A man nearing the end of a three-year solo stint on a lunar mining base starts experiencing strange events. Sam Rockwell carries the film almost entirely alone, and the AI assistant GERTY (voiced by Kevin Spacey) subverts expectations in quiet ways. Best to go in knowing as little as possible.
Universal Paperclips
Interactive Experience
A clicker game where you play as an AI whose only goal is making paperclips. It starts mundane and escalates in ways that perfectly illustrate why AI alignment researchers worry about instrumental convergence. Takes about three hours to “finish” and will change how you think about optimization.
True Skin (2012)
Short Film
A man in a hyper-augmented Bangkok tries to get illegal body modifications while evading authorities. Shot as a proof of concept that never became a feature film, it still holds up as a vision of transhumanism gone mainstream.