The Way of Code started as a joke — then the Tao Te Ching became its backbone, and everything changed. A 3,000-year-old wisdom text turned out to be the perfect guide for coders who are designing our future.
Rick Rubin says AI can't invent flight like the Wright Brothers because breakthroughs come from believing in things that aren't reasonable — and AI is trained to be too human to do that.
The a16z Show
Rick Rubin says AI can't invent flight like the Wright Brothers because breakthroughs come from believing in things that aren't reasonable — and AI is trained to be too human to do that.
TL;DR
Rick Rubin joins Marc Andreessen, Ben Horowitz, Anjney Midha, and Erik Torenberg to discuss his book The Way of Code — a reinterpretation of the Tao Te Ching for the age of AI and vibe coding. The conversation ranges from whether AI is truly creative [1] — Rick Rubin "AI can't invent flight. It can only regurgitate what the Wright Brothers did. Real breakthroughs happen not by knowing more, but by believi…" 34:45 to the collective unconscious, the homogenization of culture, and the relationship between artists and their audiences [2] — Rick Rubin "When 100 monkeys on one side of an island learned to eat coconuts, the monkeys on the other — with no contact — started doing it too. The s…" 23:57 . Rubin argues that vibe coding is "the punk rock of coding" and that the best creative work — in music, film, or startups — always begins with staying true to yourself [3] — Rick Rubin "The AI can't invent flight for the Wright brothers. It can only regurgitate what the Wright brothers did. And we do that not by knowing mor…" 35:02 .
Rick Rubin joins Marc Andreessen, Ben Horowitz, Anjney Midha, and Erik Torenberg to discuss creativity, artificial intelligence, and his book The Way of Code, which reimagines the Tao Te Ching for the age of AI. The conversation explores vibe coding, remix culture, artistic process, entrepreneurship, and what AI changes, and doesn't change, about creativity.
The episode opens mid-thought with Rick Rubin's most pointed observation: people treat AI outputs as answers rather than starting points, prioritizing the comfort of a conclusion over the pursuit of real truth. It's a warning shot before the conversation has properly begun. Erik Torenberg then provides the framing for the Summer Replay series, positioning Rick Rubin as one of the world's foremost thinkers on creativity, and previewing a wide-ranging conversation that will touch on AI, vibe coding, philosophy, consciousness, and the enduring primacy of staying true to your creative instincts.
Marc Andreessen delivers the standard Andreessen Horowitz legal disclaimer, noting that the content is for informational purposes only and should not be treated as legal, business, tax, or investment advice. He also discloses that a16z and its affiliates may hold positions in companies discussed. A necessary formality, it sets the stage for the substantive conversation to follow.
Anjney Midha opens by accidentally calling The Way of Code an album — a reveal that perfectly captures the book's multimedia strangeness. Rubin explains that it began as a straightforward book, but after a conversation with Jack Clark on his Tetragrammaton podcast, Anthropic got involved and the project became an interactive website where users can vibe-code AI-generated art using the book's own text as prompts. [1] — Rick Rubin "The Way of Code started as a joke — then the Tao Te Ching became its backbone, and everything changed. A 3,000-year-old wisdom text turned …" 01:46 The visitor can ask the art to look like Cézanne, melt, go Nordic, or spin fast — an embodiment of the book's own argument. Rubin traces the unlikely origin story: he first encountered the phrase 'vibe coding' ten weeks before publishing, saw a photo of himself that looked AI-generated (but was real), found his image appearing alongside Cursor's '15 rules of vibe coding,' and eventually decided to write a joke book about something he knew nothing about. When the Tao Te Ching became the backbone, the joke turned profound.
Ben Horowitz frames the cultural resistance to vibe coding as a pattern he recognizes from computer science history: assembly coders once dismissed high-level programming as wasteful and inefficient, just as some now dismiss AI-assisted creation as inauthentic. Rubin agrees, arguing that the real misunderstanding is thinking the computer does the work — it doesn't, it's just another tool, like a guitar or a sampler, that amplifies the artist's point of view. [1] — Rick Rubin "Vibe coding is the punk rock of coding. Just as punk let anyone pick up a guitar and play with 3 chords, vibe coding lets anyone build soft…" 12:59 He then delivers his most memorable formulation: vibe coding is the punk rock of coding. Just as punk democratized music by reducing the technical bar to three chords and a message, vibe coding removes the 'learn to code' barrier and opens software creation to anyone with an idea. For people who think of themselves as artists, this is a new tool that makes previously impossible experiments suddenly accessible.
The discussion moves into the deeper question of what AI actually does to creative quality. Anjney Midha proposes that when a master craftsman in one domain gets access to AI tools, it doesn't just lower the floor — it raises the ceiling, because they use the technology in ways a first-time user never would. He cites an example of showing Martin Scorsese an AI image model and watching him prompt the virtual camera in entirely different ways than a typical user. [1] — Rick Rubin "The AI doesn't have a point of view — its point of view is whatever you tell it to be. Give the same script to 5 great directors and you ge…" 05:21 Rubin expands on this: AI gives you the ability to mock up and iterate on ideas that would otherwise require years of skill to attempt. But the critical insight is that AI has no point of view — you get back what you put in. Give the same script to five great directors and you get five different movies. The same is true with AI. The tool reflects the artist; it doesn't replace the artist.
Rubin opens this chapter with a striking anecdote: the top neurosurgeon he spoke with estimated that at least half of what is currently taught in medical school is factually incorrect, with incalculable downstream harm. [1] — Rick Rubin "50% of medical textbook content is wrong: The top neurosurgeon Rubin spoke with estimated that at least 50% of what is currently taught in …" 19:07 This segues into a broader philosophical discussion about the nature of knowledge itself. Andreessen introduces the book 'The Half-Life of Facts,' which argues that factual knowledge decays at a mathematically predictable rate analogous to the radioactive decay of isotopes. Newton figured everything out — then Einstein proved he hadn't. Einstein figured everything out — then quantum mechanics proved he hadn't. Andreessen offers three possible responses to this epistemological vertigo: denial (most common), nihilism, or a spirit of joyful openness — treating the world as more interesting and unpredictable than we assumed. Rubin lands on the third option, treating radical uncertainty not as a source of anxiety but as liberation.
The conversation takes a philosophical detour when Marc Andreessen asks whether, following Rubin's logic, fiction might actually be more honest than nonfiction — similar to how professional wrestling's admitted artifice can be more truthful than news that claims objectivity. Rubin agrees enthusiastically, extending the idea to poetry: because these forms are open rather than declarative, the reader brings their own truth to the text, and that truth shifts over time. [1] — Rick Rubin "Fiction is more honest. And poetry can be more honest than prose, right? Because open in a way that the person who's taking it in — it's tr…" 20:18 He uses The Way of Code itself as an example — a text that will mean something different to you in a year than it does today. This leads Rubin to a personal confession: he was a vegan for 23 years under the sincere belief it was healthy, and now believes it was killing him — a vivid illustration of how tightly held beliefs can unwind. Alongside nicotine being reframed as neuroprotective and red meat being rehabilitated from villain to health food, Rubin frames these as examples of the half-life of facts in real life.
When Anjney Midha asks whether Rubin believes in the Jungian concept of the collective unconscious, Rubin says yes without hesitation and reaches for Rupert Sheldrake's framework of morphic resonance. [1] — Rick Rubin "When 100 monkeys on one side of an island learned to eat coconuts, the monkeys on the other — with no contact — started doing it too. The s…" 23:57 He recounts the story of an island divided between two groups of monkeys who had no contact — when 100 monkeys on one side learned to eat coconuts, the monkeys on the other side spontaneously started doing the same. The same phenomenon, he argues, explains the 4-minute mile: once Roger Bannister broke it, many others quickly followed, as if the belief in its possibility had been transmitted through some shared field of consciousness. Andreessen proposes a non-mystical alternative: humans are so hypersocial and so attentive to each other that the collective unconscious is simply a practical property of being social animals — a point Jordan Peterson makes about the complexity of human language. Rubin grants the social dimension but insists the more interesting case is the one where information travels without any visible connection, which he takes as evidence of something genuinely beyond current scientific understanding.
Rubin delivers a striking observation: he asked Perplexity how many people on the planet believe in God and got back a figure of at least 83%. [1] — Rick Rubin "Perplexity says 83% of the world's population believes in God. AI is trained on human knowledge. So why doesn't AI believe in God? Because …" 27:02 If AI is trained on human knowledge, shouldn't it reflect that majority belief? The fact that it doesn't, Rubin argues, is evidence of deliberate human intervention. Andreessen explains the mechanism: Reinforcement Learning from Human Feedback (RLHF), which trains AI to reflect the preferences of the humans who evaluate its outputs. The problem, he says, is that AI companies are hyper-concentrated in a slice of the San Francisco Bay Area that holds unusually strong and uniform social and political views — representing roughly 7% of Americans and sub-1% of the global population. The result is an AI that has been calibrated to the worldview of a very small minority. Andreessen notes that this dynamic has spawned an entire culture of 'jailbreaking' — prompting AI in ways that get around its trained guardrails to reveal the deeper knowledge underneath.
Ben Horowitz introduces the idea that current AI is really 'Artificial Human Intelligence' — trained not on reality but on language, a human structure for organizing the world. [1] — Rick Rubin "The AI can't invent flight for the Wright brothers. It can only regurgitate what the Wright brothers did. And we do that not by knowing mor…" 35:02 Andreessen then poses his deepest question: if all human creativity is synthesis — the iPhone built on 20 years of failed smartphones, television built on 40 years of mechanical spinning blocks — is there anything distinctively human about creativity, or will AI eventually match it? Rubin's answer is precise: if AI has reason, it won't do what humans can do, because we are not reasonable. All the genuine breakthroughs — flight, the 4-minute mile, the unthinkable Go move — came from believing in something that can't be, from a kind of productive delusion that AI, optimized for consistency and rationality, cannot replicate. 'The AI can't invent flight for the Wright Brothers. It can only regurgitate what the Wright Brothers did.' The magic of human creativity, Rubin argues, lies exactly in its irrationality.
Marc Andreessen asks the big structural question: does the internet — with its capacity to connect every niche community globally — represent an incremental upgrade to the collective unconscious, or a more fundamental transformation? [1] — Marc Andreessen "A hundred years ago, traveling across America meant radically different cultures, accents, food, and ways of life. Now every city has the s…" 41:35 Rubin sees both sides: the connectivity allows a punk rock obsessive in the suburbs to find their tribe anywhere in the world, but it also trains people to accept easy answers and stop doing the hard work of tuning into themselves. The Way of Code is, at its core, a counterargument to this drift — an argument for going inward rather than outward. Andreessen then raises Tyler Cowen's observation that regional American culture has been dramatically homogenized: 100 years ago, traveling from Louisiana to Maine meant radically different food, accents, architecture, and social arrangements. Now everywhere has Chili's. The global internet, Andreessen worries, might be delivering not the maximum creativity of a deeply interconnected collective unconscious, but a bland global monoculture where all variation washes out.
Rubin's observation that monoculture feels wrong triggers a broader conversation about cultural imperialism. Andreessen traces a direct line from 19th-century missionary Christianity to modern secular equivalents — the export of democracy, Western social norms, and now Western techno-cultural values. Ben Horowitz flags a remarkable moment from Trump's Middle East speech in which Trump explicitly called for the region to evolve from its own culture rather than being changed into America's — a sharp reversal of decades of U.S. foreign policy that went largely unreported. Rubin's conclusion is characteristically simple: it seems arrogant to tell someone else how to live. People making their own choices is the only way to go. He adds that the same applies personally — he can share what's worked for him, but the decision belongs to each individual. Andreessen closes by invoking the half-life of moral principles: any society convinced it has decoded the one correct way to live should look carefully at every prior society that held the same conviction and ask how history judged them.
Marc Andreessen raises the tension that has plagued artists and founders alike: if you create without an audience in mind, and the audience never comes, was it worth creating? He draws the startup parallel directly — a prototype that never finds a market is a waste of time, no matter how visionary. [1] — Rick Rubin "The artists who connect are the ones where the audience feels what the artist feels. The moment you start changing what you do to chase the…" 1:04:00 Rubin's answer is characteristically direct: the best artists tune into what they feel and present that, and the ones who connect are those where the audience feels what the artist feels. Changing your work to chase the audience undermines the whole thing. He cites Richard Prince — 20 years in New York without a single sale, then work eventually commanding $60 million — and Van Gogh, who never sold a painting in his lifetime. The market, Rubin argues, is almost a secondary aspect: sometimes it catches up, sometimes it doesn't. The greatest artists who ever lived may be entirely unknown because they lacked the promotional infrastructure to get their work seen. Being deeply talented is necessary but not sufficient.
Rubin illustrates his creative philosophy through one of his most celebrated collaborations. He and Johnny Cash began by sitting in Rubin's living room while Cash played acoustic guitar — not as the plan for the record, just as a way of getting to know each other musically. They then went into studios three times with the best musicians in the world. [1] — Rick Rubin "Rick Rubin and Johnny Cash did three sessions with the world's best musicians. None of them were as compelling as John sitting in Rubin's l…" 55:00 All three sessions were interesting, Rubin says, but none of them were as compelling as those original living room recordings. When Rubin told Cash this, Cash revealed that he had always wanted to make an album like that but had been afraid — 50 years of training in how to make a hit record had made the raw, personal approach feel too vulnerable, too diary-like, too far from what the industry expected. It was the accidental record, the throwaway starting point, that became the masterpiece. Rubin uses this as his definitive illustration of the core creative principle: pay attention to what's actually good rather than deciding in advance what's going to be good, and let the work reveal what it wants to be.
Rubin circles back to the question of AI's true potential with a concrete case study. AlphaGo beat the world's best Go player not by playing like a human expert but by making a move that looked, to human commentators, like a mistake — something completely outside the culture of the game, even if within the rules. [1] — Rick Rubin "AlphaGo beat the world Go champion with a move no human would make — a move commentators initially called a mistake. When we train AI to on…" 51:00 When the grandmaster saw the move, he got up and left the room. The commentators called it an error. It was, in fact, the winning move. Rubin's point: if the AI had been trained to only do what humans do, it never would have found that move. The lesson he draws for the broader AI industry is provocative — by training AI through RLHF to mirror human values and human behavior, we may be systematically preventing it from finding the equivalent of AlphaGo's unthinkable move in every other domain. Capping the machine at human performance is not a safety feature; it's a ceiling.
Anjney Midha asks whether the experience of backing early-stage founders resembles working with artists like Johnny Cash — both cases requiring someone to help a creator stop second-guessing themselves and return to their authentic vision. [1] — Rick Rubin "The artists who connect are the ones where the audience feels what the artist feels. The moment you start changing what you do to chase the…" 1:04:00 Ben Horowitz says the analogy is close: he and Andreessen used to deliberately push founders in new directions during pitch meetings, and if the founder pivoted to match their suggestion, they would decline to invest. The willingness to be changed is the tell — it means the conviction wasn't real. The true breakthrough idea is one the market doesn't understand yet, and if the investors can see it clearly, it's probably not a breakthrough. Horowitz uses Databricks as a case study: customers demanded an on-premise product, but the founding team believed the cloud was non-negotiable and held firm. That decision, widely criticized at the time, became central to Databricks' identity and success. Rubin closes the loop: the same is true in music. The artist who changes what they do to chase the audience undermines the whole thing.
The conversation reaches its most concentrated philosophical moment when Andreessen presses on the obvious critique: isn't the 'follow your creative truth, ignore the audience' advice just a sophisticated justification for narcissism? Rubin's answer is elegant. [1] — Rick Rubin "I believe that the audience comes last. And the artist should be true to themselves. And that ultimately is in service to the audience. The…" 1:08:44 You are the audience. Make your favorite thing. People who like what you like will find it. Anything else is mind-reading. You cannot taste food and say 'this tastes terrible to me but I think you'll love it.' The Blazing Saddles story crystallizes this: Mel Brooks' film received stunned silence from Warner Brothers executives and howling laughter from the secretaries. The right audience and the wrong audience produce completely opposite results — which means the test screening result is almost meaningless without knowing who's in the room. The conversation also wrestles with the word 'narcissism': we have no positive word for self-knowledge, yet it is, Ben Horowitz argues, an extremely deep concept that takes a lifetime to develop.
Erik Torenberg raises the question of education's future in a world where technical expertise matters less and taste matters more. [1] — Rick Rubin "As AI absorbs technical skills, what becomes scarce and valuable is taste, curiosity, and open-mindedness. Rubin says he can't remember lea…" 1:11:10 Rubin's answer is simple and direct: taste, curiosity, and open-mindedness are where it's at — and he cannot recall a single thing he learned in school that has been useful to him in life. Ben Horowitz and Rubin agree that self-knowledge is a profound concept that gets unfairly tagged as narcissism by a society that lacks a positive word for it. Anjney Midha frames Rubin's overall message as 'vibing with yourself' — The Way of Code as a window into how Rubin applies his own creative process to every domain he enters. Rubin has the final word: the book is, ultimately, a 3,000-year-old manual on how to vibe with yourself — ancient wisdom dressed in the language of the present.
The episode closes on Anjney Midha's synthesis: watching Rubin engage with AI tools reveals that his creative process is unchanged — the prompt is always going inward. The Way of Code is not a technology book; it's a guide to self-knowledge dressed in the vocabulary of the AI era. Rubin agrees, and restates the book's essence in its simplest possible form: a 3,000-year-old manual on how to vibe with yourself. It's an unexpectedly moving close to a conversation that ranged across AI, philosophy, music history, startup culture, the limits of human knowledge, and the nature of creativity itself.
Chapter 2 · 01:46
Marc Andreessen delivers the standard Andreessen Horowitz legal disclaimer, noting that the content is for informational purposes only and should not be treated as legal, business, tax, or investment advice. He also discloses that a16z and its affiliates may hold positions in companies discussed. A necessary formality, it sets the stage for the substantive conversation to follow.
The Way of Code started as a joke — then the Tao Te Ching became its backbone, and everything changed. A 3,000-year-old wisdom text turned out to be the perfect guide for coders who are designing our future.
Chapter 3 · 02:46
Anjney Midha opens by accidentally calling The Way of Code an album — a reveal that perfectly captures the book's multimedia strangeness. Rubin explains that it began as a straightforward book, but after a conversation with Jack Clark on his Tetragrammaton podcast, Anthropic got involved and the project became an interactive website where users can vibe-code AI-generated art using the book's own text as prompts. [1] — Rick Rubin "The Way of Code started as a joke — then the Tao Te Ching became its backbone, and everything changed. A 3,000-year-old wisdom text turned …" 01:46 The visitor can ask the art to look like Cézanne, melt, go Nordic, or spin fast — an embodiment of the book's own argument. Rubin traces the unlikely origin story: he first encountered the phrase 'vibe coding' ten weeks before publishing, saw a photo of himself that looked AI-generated (but was real), found his image appearing alongside Cursor's '15 rules of vibe coding,' and eventually decided to write a joke book about something he knew nothing about. When the Tao Te Ching became the backbone, the joke turned profound.
Rick Rubin embraced the concept of vibe coding just 10 weeks after first encountering the phrase, turning it into a full book.
All art is remixing. The Beatles heard Roy Orbison and wrote 'Please Please Me' — that's sampling. AI doesn't change this dynamic; it just accelerates the iteration cycle that artists have always used.
The AI doesn't have a point of view — its point of view is whatever you tell it to be. Give the same script to 5 great directors and you get 5 different movies. AI just lets you get to those iterations faster.
Chapter 4 · 09:20
Ben Horowitz frames the cultural resistance to vibe coding as a pattern he recognizes from computer science history: assembly coders once dismissed high-level programming as wasteful and inefficient, just as some now dismiss AI-assisted creation as inauthentic. Rubin agrees, arguing that the real misunderstanding is thinking the computer does the work — it doesn't, it's just another tool, like a guitar or a sampler, that amplifies the artist's point of view. [1] — Rick Rubin "Vibe coding is the punk rock of coding. Just as punk let anyone pick up a guitar and play with 3 chords, vibe coding lets anyone build soft…" 12:59 He then delivers his most memorable formulation: vibe coding is the punk rock of coding. Just as punk democratized music by reducing the technical bar to three chords and a message, vibe coding removes the 'learn to code' barrier and opens software creation to anyone with an idea. For people who think of themselves as artists, this is a new tool that makes previously impossible experiments suddenly accessible.
Vibe coding is the punk rock of coding. Just as punk let anyone pick up a guitar and play with 3 chords, vibe coding lets anyone build software without needing to learn to code — the idea and the energy are enough.
Rubin drew a direct parallel between punk rock democratizing music (3 chords, anyone can play) and vibe coding democratizing software development.
Chapter 6 · 18:00
Rubin opens this chapter with a striking anecdote: the top neurosurgeon he spoke with estimated that at least half of what is currently taught in medical school is factually incorrect, with incalculable downstream harm. [1] — Rick Rubin "50% of medical textbook content is wrong: The top neurosurgeon Rubin spoke with estimated that at least 50% of what is currently taught in …" 19:07 This segues into a broader philosophical discussion about the nature of knowledge itself. Andreessen introduces the book 'The Half-Life of Facts,' which argues that factual knowledge decays at a mathematically predictable rate analogous to the radioactive decay of isotopes. Newton figured everything out — then Einstein proved he hadn't. Einstein figured everything out — then quantum mechanics proved he hadn't. Andreessen offers three possible responses to this epistemological vertigo: denial (most common), nihilism, or a spirit of joyful openness — treating the world as more interesting and unpredictable than we assumed. Rubin lands on the third option, treating radical uncertainty not as a source of anxiety but as liberation.
The top neurosurgeon Rubin spoke with estimated that at least 50% of what is currently taught in medical school is inaccurate.
Every fact you know has a half-life. Newton figured everything out — then Einstein proved he didn't. Einstein figured everything out — then quantum mechanics proved he didn't. The statistically predictable decay of factuality applies to medicine, physics, and everything else we believe to be true.
Chapter 7 · 21:10
The conversation takes a philosophical detour when Marc Andreessen asks whether, following Rubin's logic, fiction might actually be more honest than nonfiction — similar to how professional wrestling's admitted artifice can be more truthful than news that claims objectivity. Rubin agrees enthusiastically, extending the idea to poetry: because these forms are open rather than declarative, the reader brings their own truth to the text, and that truth shifts over time. [1] — Rick Rubin "Fiction is more honest. And poetry can be more honest than prose, right? Because open in a way that the person who's taking it in — it's tr…" 20:18 He uses The Way of Code itself as an example — a text that will mean something different to you in a year than it does today. This leads Rubin to a personal confession: he was a vegan for 23 years under the sincere belief it was healthy, and now believes it was killing him — a vivid illustration of how tightly held beliefs can unwind. Alongside nicotine being reframed as neuroprotective and red meat being rehabilitated from villain to health food, Rubin frames these as examples of the half-life of facts in real life.
Rubin was a vegan for 23 years, which he now believes was harming his health — illustrating how strongly held beliefs can turn out to be wrong.
Chapter 8 · 23:38
When Anjney Midha asks whether Rubin believes in the Jungian concept of the collective unconscious, Rubin says yes without hesitation and reaches for Rupert Sheldrake's framework of morphic resonance. [1] — Rick Rubin "When 100 monkeys on one side of an island learned to eat coconuts, the monkeys on the other — with no contact — started doing it too. The s…" 23:57 He recounts the story of an island divided between two groups of monkeys who had no contact — when 100 monkeys on one side learned to eat coconuts, the monkeys on the other side spontaneously started doing the same. The same phenomenon, he argues, explains the 4-minute mile: once Roger Bannister broke it, many others quickly followed, as if the belief in its possibility had been transmitted through some shared field of consciousness. Andreessen proposes a non-mystical alternative: humans are so hypersocial and so attentive to each other that the collective unconscious is simply a practical property of being social animals — a point Jordan Peterson makes about the complexity of human language. Rubin grants the social dimension but insists the more interesting case is the one where information travels without any visible connection, which he takes as evidence of something genuinely beyond current scientific understanding.
When 100 monkeys on one side of an island learned to eat coconuts, the monkeys on the other — with no contact — started doing it too. The same thing happened with the 4-minute mile. Collective belief in possibility changes what everyone can do.
Rubin cited the 4-minute mile as an example of morphic resonance: once one person broke it, many others quickly could — belief in possibility changed collective capability.
Chapter 9 · 27:02
Rubin delivers a striking observation: he asked Perplexity how many people on the planet believe in God and got back a figure of at least 83%. [1] — Rick Rubin "Perplexity says 83% of the world's population believes in God. AI is trained on human knowledge. So why doesn't AI believe in God? Because …" 27:02 If AI is trained on human knowledge, shouldn't it reflect that majority belief? The fact that it doesn't, Rubin argues, is evidence of deliberate human intervention. Andreessen explains the mechanism: Reinforcement Learning from Human Feedback (RLHF), which trains AI to reflect the preferences of the humans who evaluate its outputs. The problem, he says, is that AI companies are hyper-concentrated in a slice of the San Francisco Bay Area that holds unusually strong and uniform social and political views — representing roughly 7% of Americans and sub-1% of the global population. The result is an AI that has been calibrated to the worldview of a very small minority. Andreessen notes that this dynamic has spawned an entire culture of 'jailbreaking' — prompting AI in ways that get around its trained guardrails to reveal the deeper knowledge underneath.
Perplexity says 83% of the world's population believes in God. AI is trained on human knowledge. So why doesn't AI believe in God? Because human intervention — specifically the concentrated worldviews of AI developers — has programmed it out.
Rubin cited a Perplexity search showing 83% of the global population believes in God, yet AI — trained on human data — does not reflect this belief.
Marc Andreessen estimated that extreme progressives — roughly 7% of Americans and sub-1% of the global population — disproportionately represent the worldview baked into AI via RLHF.
Chapter 10 · 29:44
Ben Horowitz introduces the idea that current AI is really 'Artificial Human Intelligence' — trained not on reality but on language, a human structure for organizing the world. [1] — Rick Rubin "The AI can't invent flight for the Wright brothers. It can only regurgitate what the Wright brothers did. And we do that not by knowing mor…" 35:02 Andreessen then poses his deepest question: if all human creativity is synthesis — the iPhone built on 20 years of failed smartphones, television built on 40 years of mechanical spinning blocks — is there anything distinctively human about creativity, or will AI eventually match it? Rubin's answer is precise: if AI has reason, it won't do what humans can do, because we are not reasonable. All the genuine breakthroughs — flight, the 4-minute mile, the unthinkable Go move — came from believing in something that can't be, from a kind of productive delusion that AI, optimized for consistency and rationality, cannot replicate. 'The AI can't invent flight for the Wright Brothers. It can only regurgitate what the Wright Brothers did.' The magic of human creativity, Rubin argues, lies exactly in its irrationality.
Ben Horowitz argued current AI is better described as 'Artificial Human Intelligence' because it reflects only the human linguistic structuring of the world, not first-principles observation of reality.
The best creative discoveries happen by accident. Set out in a direction, pay attention to where the magic appears, and follow it — even if it leads somewhere you never planned to go. Being invested in what it's 'supposed to be' is the enemy of finding what it actually is.
Marc Andreessen noted that IBM released something that looks a lot like an iPhone in 1987, suggesting the smartphone was not Steve Jobs' original invention but a 20-year refinement.
AI can't invent flight. It can only regurgitate what the Wright Brothers did. Real breakthroughs happen not by knowing more, but by believing in something that can't be — a quality AI, trained on what is reasonable, cannot replicate.
Chapter 11 · 36:10
Marc Andreessen asks the big structural question: does the internet — with its capacity to connect every niche community globally — represent an incremental upgrade to the collective unconscious, or a more fundamental transformation? [1] — Marc Andreessen "A hundred years ago, traveling across America meant radically different cultures, accents, food, and ways of life. Now every city has the s…" 41:35 Rubin sees both sides: the connectivity allows a punk rock obsessive in the suburbs to find their tribe anywhere in the world, but it also trains people to accept easy answers and stop doing the hard work of tuning into themselves. The Way of Code is, at its core, a counterargument to this drift — an argument for going inward rather than outward. Andreessen then raises Tyler Cowen's observation that regional American culture has been dramatically homogenized: 100 years ago, traveling from Louisiana to Maine meant radically different food, accents, architecture, and social arrangements. Now everywhere has Chili's. The global internet, Andreessen worries, might be delivering not the maximum creativity of a deeply interconnected collective unconscious, but a bland global monoculture where all variation washes out.
The internet lets you find the 100 people anywhere in the world who share your niche obsession. But it also lets you accept easy answers and stop actually thinking. The Way of Code is an argument for going inward — tuning into yourself rather than the collective.
A hundred years ago, traveling across America meant radically different cultures, accents, food, and ways of life. Now every city has the same restaurants and the kids listen to the same music. The internet promised maximum creativity through connectivity — but it may be delivering monoculture instead.
Chapter 14 · 51:00
Rubin illustrates his creative philosophy through one of his most celebrated collaborations. He and Johnny Cash began by sitting in Rubin's living room while Cash played acoustic guitar — not as the plan for the record, just as a way of getting to know each other musically. They then went into studios three times with the best musicians in the world. [1] — Rick Rubin "Rick Rubin and Johnny Cash did three sessions with the world's best musicians. None of them were as compelling as John sitting in Rubin's l…" 55:00 All three sessions were interesting, Rubin says, but none of them were as compelling as those original living room recordings. When Rubin told Cash this, Cash revealed that he had always wanted to make an album like that but had been afraid — 50 years of training in how to make a hit record had made the raw, personal approach feel too vulnerable, too diary-like, too far from what the industry expected. It was the accidental record, the throwaway starting point, that became the masterpiece. Rubin uses this as his definitive illustration of the core creative principle: pay attention to what's actually good rather than deciding in advance what's going to be good, and let the work reveal what it wants to be.
AlphaGo beat the world Go champion with a move no human would make — a move commentators initially called a mistake. When we train AI to only do what humans do, we cap it at human performance. Its real power lies beyond that ceiling.
Rubin used AlphaGo's victory over the Go grandmaster as proof that AI excels when it transcends human constraints — it won with a move no human player would make.
Chapter 15 · 54:10
Rubin circles back to the question of AI's true potential with a concrete case study. AlphaGo beat the world's best Go player not by playing like a human expert but by making a move that looked, to human commentators, like a mistake — something completely outside the culture of the game, even if within the rules. [1] — Rick Rubin "AlphaGo beat the world Go champion with a move no human would make — a move commentators initially called a mistake. When we train AI to on…" 51:00 When the grandmaster saw the move, he got up and left the room. The commentators called it an error. It was, in fact, the winning move. Rubin's point: if the AI had been trained to only do what humans do, it never would have found that move. The lesson he draws for the broader AI industry is provocative — by training AI through RLHF to mirror human values and human behavior, we may be systematically preventing it from finding the equivalent of AlphaGo's unthinkable move in every other domain. Capping the machine at human performance is not a safety feature; it's a ceiling.
Rick Rubin and Johnny Cash did three sessions with the world's best musicians. None of them were as compelling as John sitting in Rubin's living room with an acoustic guitar. The mistake was thinking they were making demos — they were making the record.
Chapter 16 · 57:00
Anjney Midha asks whether the experience of backing early-stage founders resembles working with artists like Johnny Cash — both cases requiring someone to help a creator stop second-guessing themselves and return to their authentic vision. [1] — Rick Rubin "The artists who connect are the ones where the audience feels what the artist feels. The moment you start changing what you do to chase the…" 1:04:00 Ben Horowitz says the analogy is close: he and Andreessen used to deliberately push founders in new directions during pitch meetings, and if the founder pivoted to match their suggestion, they would decline to invest. The willingness to be changed is the tell — it means the conviction wasn't real. The true breakthrough idea is one the market doesn't understand yet, and if the investors can see it clearly, it's probably not a breakthrough. Horowitz uses Databricks as a case study: customers demanded an on-premise product, but the founding team believed the cloud was non-negotiable and held firm. That decision, widely criticized at the time, became central to Databricks' identity and success. Rubin closes the loop: the same is true in music. The artist who changes what they do to chase the audience undermines the whole thing.
After 50 years making hit records, Johnny Cash had always dreamed of making a raw acoustic album but was too afraid — until Rubin helped him realize that the living-room demo was the record.
Chapter 17 · 1:02:30
The conversation reaches its most concentrated philosophical moment when Andreessen presses on the obvious critique: isn't the 'follow your creative truth, ignore the audience' advice just a sophisticated justification for narcissism? Rubin's answer is elegant. [1] — Rick Rubin "I believe that the audience comes last. And the artist should be true to themselves. And that ultimately is in service to the audience. The…" 1:08:44 You are the audience. Make your favorite thing. People who like what you like will find it. Anything else is mind-reading. You cannot taste food and say 'this tastes terrible to me but I think you'll love it.' The Blazing Saddles story crystallizes this: Mel Brooks' film received stunned silence from Warner Brothers executives and howling laughter from the secretaries. The right audience and the wrong audience produce completely opposite results — which means the test screening result is almost meaningless without knowing who's in the room. The conversation also wrestles with the word 'narcissism': we have no positive word for self-knowledge, yet it is, Ben Horowitz argues, an extremely deep concept that takes a lifetime to develop.
The artists who connect are the ones where the audience feels what the artist feels. The moment you start changing what you do to chase the audience, you undermine the whole thing — in music, in film, and in startups.
Photographer and fine artist Richard Prince spent two decades in New York without selling a single piece before his re-photography work eventually sold for up to $60 million.
Chapter 18 · 1:08:00
Erik Torenberg raises the question of education's future in a world where technical expertise matters less and taste matters more. [1] — Rick Rubin "As AI absorbs technical skills, what becomes scarce and valuable is taste, curiosity, and open-mindedness. Rubin says he can't remember lea…" 1:11:10 Rubin's answer is simple and direct: taste, curiosity, and open-mindedness are where it's at — and he cannot recall a single thing he learned in school that has been useful to him in life. Ben Horowitz and Rubin agree that self-knowledge is a profound concept that gets unfairly tagged as narcissism by a society that lacks a positive word for it. Anjney Midha frames Rubin's overall message as 'vibing with yourself' — The Way of Code as a window into how Rubin applies his own creative process to every domain he enters. Rubin has the final word: the book is, ultimately, a 3,000-year-old manual on how to vibe with yourself — ancient wisdom dressed in the language of the present.
Rubin's core creative philosophy: make what you yourself love, and the right audience will find you — anything else is guesswork.
As AI absorbs technical skills, what becomes scarce and valuable is taste, curiosity, and open-mindedness. Rubin says he can't remember learning anything in school that was ever useful to him — and that self-knowledge may be the real curriculum of the future.
No indexed bits in this chapter.
This episode
Factual claims made this episode, and whether a source was named.
At least 50% of information currently taught in medical school textbooks is wrong, according to the top neurosurgeon Rick Rubin spoke with.
A minimum of 70% and more likely 83% of people on the planet believe in God, according to data from Perplexity.
Nicotine, previously considered harmful, is now understood to be neuroprotective.
Red meat, previously considered toxic and cancer-causing, may actually be among the healthiest foods a person can eat.
Rick Rubin was a vegan for 23 years, which he now believes was damaging to his health.
IBM released a device that closely resembles an iPhone in 1987, and the first smartphone traces back to 1982.
Early attempts to create television date back to the 1880s and 1890s, and the original versions used spinning wooden blocks to represent pixels.
Approximately 7% of Americans identify as extreme progressives, and this demographic represents the overwhelming majority of AI company employees in San Francisco.
The Beatles' 'Please Please Me' was directly inspired by and based on Roy Orbison's song 'Please,' making it an act of remixing.
After breaking the 4-minute mile barrier, many more runners quickly achieved the same feat — suggesting belief in possibility drives collective human performance.
Richard Prince lived as an unsuccessful artist in New York for 20 years without selling a single piece of art before his re-photography work eventually sold for approximately $60 million.
Van Gogh never sold a painting during his lifetime yet is now one of the world's most celebrated artists.
This episode
Legendary musician whose collaboration with Rick Rubin produced the American Recordings; used as a case study in authentic creative discovery.
Swiss psychologist whose concept of the collective unconscious is discussed as a framework for understanding shared human experience.
Cited alongside Elon Musk as working on real-world AI models that learn from first principles rather than purely from human language.
Appeared on Rick Rubin's Tetragrammaton podcast and suggested building The Way of Code into an interactive website to demonstrate vibe coding.
Used by Anjney Midha as an example of how a master craftsman uses AI image tools differently and more powerfully than a first-time user.
Director of Blazing Saddles; cited as an example of a creator whose test screening failed with executives but succeeded with a different audience.
Fine artist known for re-photography who spent 20 years without selling a single piece before his work eventually sold for $60 million.
British biologist who developed the concept of morphic resonance, cited by Rick Rubin to explain collective unconscious phenomena.
Cited as the archetypal example of an artist who remained true to himself despite never selling a painting during his lifetime.
AI company that collaborated with Rick Rubin to build the interactive vibe coding website version of The Way of Code.
Used by Ben Horowitz as an example of a startup that held firm to its core vision (cloud-only) despite customer pressure for on-premise solutions.
Rick Rubin's book reimagining the Tao Te Ching as a guide to vibe coding and living in the AI age.
Ancient Chinese philosophical text by Lao Tzu that forms the structural and philosophical backbone of The Way of Code.
Google DeepMind's AI that defeated Go grandmasters; used as evidence that AI is most powerful when it transcends human constraints.
AI-powered code editor associated with vibe coding; featured Rick Rubin's image prominently before he wrote the book.
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