Paul Graham: How to Earn a Billion Dollars

marsbitPublicado a 2026-06-15Actualizado a 2026-06-15

Resumen

Paul Graham argues that earning a billion dollars is possible through legitimate entrepreneurship, not by cheating. The key is creating a startup that achieves exponential growth driven by two factors: a high growth rate and the duration that growth can be sustained. A company that builds a product users love so much they recommend it to others can achieve rapid monthly growth (e.g., 15-93%). If this growth occurs in a large enough market, the founder's wealth scales accordingly as a mathematical outcome of the company's increasing value. Graham illustrates this with calculations: at 93% monthly growth, a startup worth a few million dollars can reach a billion-dollar valuation in under ten months. At a more conservative 15% monthly growth, it could grow over 4000x in five years. He emphasizes that the best startup ideas often emerge not from actively seeking business concepts, but from young founders working on projects they and their friends find genuinely cool or useful. This approach taps into future, unmet needs. Successful entrepreneurship, therefore, relies on deep empathy for users and creating significant value for them, not exploitation. The path to a billion-dollar fortune is difficult but achievable through building a company that delivers what users truly want.

Author: Paul Graham

Paul Graham's latest article, "How to Earn a Billion Dollars," superficially responds to the political debate that "it's impossible for a person to legitimately earn a billion dollars." The truly valuable part is how clearly he articulates the underlying logic of entrepreneurial wealth creation.

In his framework, a billion dollars is not a mysterious number; it's the result of two variables: growth rate and how long that growth can be sustained.

If a company can continuously create products that users genuinely love and are willing to actively recommend to friends, it has the potential for exponential growth. If this growth happens in a sufficiently large market, the founder's wealth increase becomes a mathematical outcome, not a moral puzzle.

This article is also very enlightening for investors. Because the early-stage valuation of many great companies in the secondary market essentially depends on the same set of questions:

  • Does it truly address a strong need?

  • Do users like it enough?

  • Does growth have self-propagation capability? Is the market space large enough?

  • How long can the growth curve last?

So this article is not just about "how to become a billionaire"; it's also about how to identify exponential companies and why linear thinking often undervalues truly high-growth assets.

Below is the full translation.

How to Earn a Billion Dollars

June 2026

This essay is based on a talk I gave at the Oxford Union.

Since this is obviously the "Future Prime Ministers Club," I thought I'd talk about something more politicians ought to understand: how people become billionaires. Even if you're not planning to go into politics, I hope this will be useful for you. Those of you who don't become prime minister can instead become billionaires.

I happen to know something about this, because twenty-one years ago, Jessica and I started an institution called Y Combinator. In case you haven't heard of it, Y Combinator is a cross between an investment firm and a school for startup founders. Since we started it in 2005, we've funded about 6500 startups.

Starting a successful startup is the most common way to become a billionaire. So in a sense I've spent the last 21 years training people to become billionaires. So far about 30 of them have, and there are a lot more on the way.

So you can imagine how surprised I was last month when an American politician said that "it's impossible to earn a billion dollars." I felt like a figure skating coach hearing someone say "a triple axel is impossible." Of course it's possible. It's hard, but possible.

Of course, what she meant wasn't that it's impossible to become a billionaire. Obviously it's possible. And she wasn't talking about the difference between income and capital gains. She wasn't talking about an accounting question. What she meant was that you couldn't get that rich without doing something bad, without cheating somehow.

A few days later, I was talking to a founder I'd invested in. As I always do when I meet founders, I started by asking her what her growth rate was. She said it was 93% last month. I pointed out that this meant her net worth was also growing at 93% a month. She was getting rich at a remarkable rate. And yet she wasn't doing anything bad. The reason her startup was growing so fast was simply that users liked what she was making. So from her own personal experience she could tell how mistaken that politician was. She wasn't exploiting anyone. The opposite, in fact. The reason her startup was growing so fast was that she and her cofounder were working desperately hard to make users happy, and as a result users were starting to recommend their product to friends. And that brought exponential growth.

Later that day, when I mentioned her case online, someone replied that having a few million dollars and growing at 93% a month is totally different from becoming a billionaire.

I suspect a lot of people would have agreed with that. But it turns out that statement is not only false, but illuminatingly false.

So I'm going to ask you to do me a favor. Please get out your phone and calculate a number for me. I realize this is going to feel a bit contrived, but I promise it will be useful to you. I'm going to make you do the sort of calculation I do most often as an investor, and the experience will give you a real understanding of the nature of startups.

If we interpret his words as conservatively as possible and assume that "a few million" is $2 million, then her company has to grow by 500 times to make her a billionaire. So what we're going to calculate is how many months it would take for something to grow by 500 times at a rate of 93% a month.

To do this, we need the log base 1.93 of 500. The easiest way to do this is to use the Google search box. Open a Google search and type log(500, 1.93). If you do it right, the answer you get should be about 9.45.

That's the number of months it would take to go from $2 million to a billion dollars at a monthly growth rate of 93%. A few million dollars and a 93% growth rate are, in fact, not far from a billion dollars. They're nine and a half months apart.

Now you see why the first question I ask founders is always about growth rate.

But I don't want anyone accusing me of using unrealistic numbers, so let's see what happens with a more conservative growth rate. Look at 15% a month. That's not at all unusual. I often meet startups growing at 15% a month.

If your revenue grows at 15% a month, what does it become after 5 years? To calculate that, we need to raise 1.15 to the power 60, because there are 60 months in 5 years. So again in Google type 1.15^60. The answer should be about 4384. So after 5 years your startup's revenue would be about 4384 times what it is now. If you're making $10,000 a month now, in 5 years you'd be making about $44 million a month, or about $526 million a year. At that point, if you owned as much of the company as founders usually do, you'd be a billionaire.

In the real world growth rates tend to taper off a bit. A very successful startup might have a growth rate above 15% a month in year one and below 15% in year four. But the end result is roughly the same. If you start a startup in your early twenties, it's definitely possible to become a billionaire by the time you're thirty. Hard, but possible.

I wanted you to do this calculation yourselves because now you understand one of the reasons people start startups. Exponential growth is like magic. It produces results that look impossible. And that, in turn, is what makes some politicians distrust it. They don't understand the math of exponential growth, so when they see someone become what seems to them impossibly rich, they assume they must have cheated somehow.

But now you at least understand from having done the calculation yourselves that you don't need to cheat to become a billionaire. You've seen with your own eyes that there are only two numbers in the calculation: the growth rate, and how long it can be sustained. If it's impossible to make a billion dollars without cheating, then which of these two numbers is impossible? A 15% monthly growth rate certainly isn't impossible; startups do it often. And how long you can grow at that rate depends on the size of the market. Obviously, if you're going to grow by a factor of 4000, there have to be at least 4000 times as many potential customers. But that's all you need. And how would you even cheat to increase the size of the market?

If you're only planning to become prime minister, you can stop listening now. We've proved that it is in fact possible to make a billion dollars, because it only depends on two numbers, one of which startups often hit without cheating, and the other of which cheating can't possibly affect.

But if you actually want to become a billionaire, we should go into a bit more detail. Especially about the first number, the growth rate. To get steady growth every month, you have to make something so good that people tell their friends about it. In fact, that's another reason I always ask founders about their growth rate first. Their growth rate shows whether they've made the right thing.

So, concretely, how do you make something that people like enough to tell their friends about it?

The problem with market economies, and also what's great about them, is that it's hard to make something customers want that they don't already have. As soon as a new, satisfiable need is discovered, people rush to satisfy it. So you have to discover a need that other people don't know about yet.

How do you do that?

By feeling the need yourself.

You're young. Usually young founders should work on things they want themselves. You don't have enough experience yet to know what other people need. But at the same time, your own needs are especially valuable, because your needs are a leading indicator of future needs. You're at the age when people start using new things. The things you and your friends start using now, everyone will be using in ten years. Since your intuitions about other people's needs are usually a poor guide, and your own needs are an especially valuable guide, you should usually listen to the second guide. You should work on things you and your friends want.

Working on what you and your friends want doesn't mean you have to work on consumer products. Maybe you and your friends are molecular biologists, and there's some cool thing to do with DNA that everyone else has overlooked. Maybe you and your friends are into drones. The idea doesn't have to have broad appeal initially. It really just has to appeal to you and your friends.

Don't worry about the second number, the size of the market. Since you're a leading indicator of future demand, the market will grow. And it's always possible to expand into adjacent markets. All you need is a beachhead in the territory of unsatisfied need, and you can expand from there.

How do you get such ideas?

The answer is one of the most counterintuitive things about startups. And there are already a lot of counterintuitive things about startups. The way to get the best startup ideas is not to look for startup ideas. If you consciously look for startup ideas, it makes you too conservative. You prune away the outliers. Because the best startup ideas often seem terrible initially. If you're consciously looking for startup ideas, you reject them. And that's precisely why they've been undiscovered.

Think how terrible Apple, Facebook, or Airbnb must have sounded initially. Who would want their own computer? How could a company make money from college kids looking at each other online? Who would pay to sleep on an air mattress on someone else's floor? It's easy now that we know what these ideas turned into to rewrite history. But I remember very clearly how bad Facebook and Airbnb sounded initially. We invested in Airbnb, and we thought the idea was terrible. We funded them because we liked the founders.

So how do you get startup ideas without looking for startup ideas?

Work on projects with your friends.

That's how the best startups come about. They don't even start off as companies. They're just things people make because they think they're cool. That's how Apple, Google, and Facebook all started. None of them was designed to be a company initially.

This works for the reason I said earlier: you're a leading indicator of future demand. So if you just make random things you think are cool, the things you make are in fact far from random.

This is one of those cases where your unconscious mind knows more than your conscious mind. Any project that genuinely makes you think "this would be cool to have," however preposterous it sounds, has a high probability of leading to a good startup idea. Nothing you make could sound more preposterous than a startup we funded in 2006 called Justin.TV. All it was was a guy named Justin Kan walking around with a camera on his head, broadcasting everything that happened to him. But that company turned out fairly well. In fact, you may have heard of it, but under a different name: Twitch.

The key to starting a successful startup is to understand some group of users so well that you can make something they really want. If you're young, you can, and should, use a trick: make things for yourself. You understand yourself. But that's just an instance of a more general rule. Only by understanding users very deeply can you make something they like enough to tell their friends about. And only then can you get the exponential growth that makes a startup truly successful.

There are ways to get rich other than starting a startup. Some of them do require you to exploit people. But startups are the most common way to become genuinely wealthy. And if you want to start a successful startup, the key is not exploitation, but empathy. What do users really want? What can you do for them that will make their lives significantly better? This empathy is something we look for in founders, and something we cultivate in the founders we admit.

How people get rich in your society is one of the most important questions to understand about it. You can't let ideology, movies, or historical examples from centuries ago determine what you think about it. You have to look at the world around you and see how it actually works. If you want to do it yourself, you'll obviously be forced to understand how it works. So I'm not worried about you. I'm worried about the future prime ministers. You need to remember this talk. So let me sum it up for you.

Two things determine how big a startup gets, and therefore how rich its founders get: growth rate, and how long it can keep growing. You get the first by making something users like enough to tell their friends about. You get the second by being in a large market. If you grow exponentially and are in a large market, your startup will become valuable, and you as a shareholder will become rich. You don't need to cheat to make this happen. It will happen automatically if you keep making customers happy.

Preguntas relacionadas

QAccording to Paul Graham, what are the two key variables that determine whether a startup founder can achieve significant wealth?

AAccording to Paul Graham, the two key variables are the growth rate and the duration for which that growth can be sustained.

QHow does Paul Graham suggest that founders achieve the necessary high growth rate for their startups?

AHe suggests that founders achieve a high growth rate by creating a product that users like so much they are compelled to recommend it to their friends, which leads to exponential, word-of-mouth growth.

QIn the context of finding a good startup idea, why does Paul Graham advise young founders to work on projects for themselves and their friends?

AHe advises this because young founders deeply understand their own needs, and these needs often predict future demands. By working on projects they find genuinely cool, they are more likely to discover unmet, non-obvious needs before others do.

QWhat is the common misconception about how billion-dollar fortunes are made, as addressed in the article?

AThe common misconception is that it is impossible to earn a billion dollars without cheating or exploiting others. The article argues that through the legitimate exponential growth of a successful startup—driven by creating genuine user value—such wealth is mathematically possible and attainable.

QWhat calculation does Paul Graham ask the reader to perform, and what does it demonstrate?

AHe asks the reader to calculate how many months it takes for a value to grow 500-fold at a monthly growth rate of 93% (using log(500, 1.93)). The result (approximately 9.45 months) demonstrates the power of exponential growth, showing that becoming a billionaire from a smaller base is a matter of sustained high growth over a relatively short period.

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Qué es AGENT S

Agent S: El Futuro de la Interacción Autónoma en Web3 Introducción En el paisaje en constante evolución de Web3 y las criptomonedas, las innovaciones están redefiniendo constantemente cómo los individuos interactúan con las plataformas digitales. Uno de estos proyectos pioneros, Agent S, promete revolucionar la interacción humano-computadora a través de su marco agente abierto. Al allanar el camino para interacciones autónomas, Agent S busca simplificar tareas complejas, ofreciendo aplicaciones transformadoras en inteligencia artificial (IA). Esta exploración detallada profundizará en las complejidades del proyecto, sus características únicas y las implicaciones para el dominio de las criptomonedas. ¿Qué es Agent S? Agent S se presenta como un marco agente abierto innovador, diseñado específicamente para abordar tres desafíos fundamentales en la automatización de tareas informáticas: Adquisición de Conocimiento Específico del Dominio: El marco aprende inteligentemente de diversas fuentes de conocimiento externas y experiencias internas. Este enfoque dual le permite construir un rico repositorio de conocimiento específico del dominio, mejorando su rendimiento en la ejecución de tareas. Planificación a Largo Plazo de Tareas: Agent S emplea planificación jerárquica aumentada por la experiencia, un enfoque estratégico que facilita la descomposición y ejecución eficiente de tareas complejas. Esta característica mejora significativamente su capacidad para gestionar múltiples subtareas de manera eficiente y efectiva. Manejo de Interfaces Dinámicas y No Uniformes: El proyecto introduce la Interfaz Agente-Computadora (ACI), una solución innovadora que mejora la interacción entre agentes y usuarios. Utilizando Modelos de Lenguaje Multimodal de Gran Escala (MLLMs), Agent S puede navegar y manipular diversas interfaces gráficas de usuario sin problemas. A través de estas características pioneras, Agent S proporciona un marco robusto que aborda las complejidades involucradas en la automatización de la interacción humana con las máquinas, preparando el terreno para una multitud de aplicaciones en IA y más allá. ¿Quién es el Creador de Agent S? Si bien el concepto de Agent S es fundamentalmente innovador, la información específica sobre su creador sigue siendo elusiva. El creador es actualmente desconocido, lo que resalta ya sea la etapa incipiente del proyecto o la elección estratégica de mantener a los miembros fundadores en el anonimato. Independientemente de la anonimidad, el enfoque sigue siendo en las capacidades y el potencial del marco. ¿Quiénes son los Inversores de Agent S? Dado que Agent S es relativamente nuevo en el ecosistema criptográfico, la información detallada sobre sus inversores y patrocinadores financieros no está documentada explícitamente. La falta de información disponible públicamente sobre las bases de inversión u organizaciones que apoyan el proyecto plantea preguntas sobre su estructura de financiamiento y hoja de ruta de desarrollo. Comprender el respaldo es crucial para evaluar la sostenibilidad del proyecto y su posible impacto en el mercado. ¿Cómo Funciona Agent S? En el núcleo de Agent S se encuentra una tecnología de vanguardia que le permite funcionar de manera efectiva en diversos entornos. Su modelo operativo se basa en varias características clave: Interacción Humano-Computadora Similar a la Humana: El marco ofrece planificación avanzada de IA, esforzándose por hacer que las interacciones con las computadoras sean más intuitivas. Al imitar el comportamiento humano en la ejecución de tareas, promete elevar las experiencias de los usuarios. Memoria Narrativa: Empleada para aprovechar experiencias de alto nivel, Agent S utiliza memoria narrativa para hacer un seguimiento de las historias de tareas, mejorando así sus procesos de toma de decisiones. Memoria Episódica: Esta característica proporciona a los usuarios una guía paso a paso, permitiendo que el marco ofrezca apoyo contextual a medida que se desarrollan las tareas. Soporte para OpenACI: Con la capacidad de ejecutarse localmente, Agent S permite a los usuarios mantener el control sobre sus interacciones y flujos de trabajo, alineándose con la ética descentralizada de Web3. Fácil Integración con APIs Externas: Su versatilidad y compatibilidad con varias plataformas de IA aseguran que Agent S pueda encajar sin problemas en ecosistemas tecnológicos existentes, convirtiéndolo en una opción atractiva para desarrolladores y organizaciones. Estas funcionalidades contribuyen colectivamente a la posición única de Agent S dentro del espacio cripto, ya que automatiza tareas complejas y de múltiples pasos con una intervención humana mínima. A medida que el proyecto evoluciona, sus posibles aplicaciones en Web3 podrían redefinir cómo se desarrollan las interacciones digitales. Cronología de Agent S El desarrollo y los hitos de Agent S pueden encapsularse en una cronología que resalta sus eventos significativos: 27 de septiembre de 2024: El concepto de Agent S fue lanzado en un documento de investigación integral titulado “Un Marco Agente Abierto que Usa Computadoras Como un Humano”, mostrando las bases del proyecto. 10 de octubre de 2024: El documento de investigación fue puesto a disposición del público en arXiv, ofreciendo una exploración profunda del marco y su evaluación de rendimiento basada en el benchmark OSWorld. 12 de octubre de 2024: Se lanzó una presentación en video, proporcionando una visión visual de las capacidades y características de Agent S, involucrando aún más a posibles usuarios e inversores. Estos marcadores en la cronología no solo ilustran el progreso de Agent S, sino que también indican su compromiso con la transparencia y la participación comunitaria. Puntos Clave Sobre Agent S A medida que el marco Agent S continúa evolucionando, varios atributos clave destacan, subrayando su naturaleza innovadora y potencial: Marco Innovador: Diseñado para proporcionar un uso intuitivo de las computadoras similar a la interacción humana, Agent S aporta un enfoque novedoso a la automatización de tareas. Interacción Autónoma: La capacidad de interactuar de manera autónoma con las computadoras a través de GUI significa un salto hacia soluciones informáticas más inteligentes y eficientes. Automatización de Tareas Complejas: Con su metodología robusta, puede automatizar tareas complejas y de múltiples pasos, haciendo que los procesos sean más rápidos y menos propensos a errores. Mejora Continua: Los mecanismos de aprendizaje permiten a Agent S mejorar a partir de experiencias pasadas, mejorando continuamente su rendimiento y eficacia. Versatilidad: Su adaptabilidad en diferentes entornos operativos como OSWorld y WindowsAgentArena asegura que pueda servir a una amplia gama de aplicaciones. A medida que Agent S se posiciona en el paisaje de Web3 y criptomonedas, su potencial para mejorar las capacidades de interacción y automatizar procesos significa un avance significativo en las tecnologías de IA. A través de su marco innovador, Agent S ejemplifica el futuro de las interacciones digitales, prometiendo una experiencia más fluida y eficiente para los usuarios en diversas industrias. Conclusión Agent S representa un audaz avance en la unión de la IA y Web3, con la capacidad de redefinir cómo interactuamos con la tecnología. Aunque aún se encuentra en sus primeras etapas, las posibilidades para su aplicación son vastas y atractivas. A través de su marco integral que aborda desafíos críticos, Agent S busca llevar las interacciones autónomas al primer plano de la experiencia digital. A medida que nos adentramos más en los reinos de las criptomonedas y la descentralización, proyectos como Agent S sin duda desempeñarán un papel crucial en la configuración del futuro de la tecnología y la colaboración humano-computadora.

486 Vistas totalesPublicado en 2025.01.14Actualizado en 2025.01.14

Qué es AGENT S

Cómo comprar S

¡Bienvenido a HTX.com! Hemos hecho que comprar Sonic (S) sea simple y conveniente. Sigue nuestra guía paso a paso para iniciar tu viaje de criptos.Paso 1: crea tu cuenta HTXUtiliza tu correo electrónico o número de teléfono para registrarte y obtener una cuenta gratuita en HTX. Experimenta un proceso de registro sin complicaciones y desbloquea todas las funciones.Obtener mi cuentaPaso 2: ve a Comprar cripto y elige tu método de pagoTarjeta de crédito/débito: usa tu Visa o Mastercard para comprar Sonic (S) al instante.Saldo: utiliza fondos del saldo de tu cuenta HTX para tradear sin problemas.Terceros: hemos agregado métodos de pago populares como Google Pay y Apple Pay para mejorar la comodidad.P2P: tradear directamente con otros usuarios en HTX.Over-the-Counter (OTC): ofrecemos servicios personalizados y tipos de cambio competitivos para los traders.Paso 3: guarda tu Sonic (S)Después de comprar tu Sonic (S), guárdalo en tu cuenta HTX. Alternativamente, puedes enviarlo a otro lugar mediante transferencia blockchain o utilizarlo para tradear otras criptomonedas.Paso 4: tradear Sonic (S)Tradear fácilmente con Sonic (S) en HTX's mercado spot. Simplemente accede a tu cuenta, selecciona tu par de trading, ejecuta tus trades y monitorea en tiempo real. Ofrecemos una experiencia fácil de usar tanto para principiantes como para traders experimentados.

1.0k Vistas totalesPublicado en 2025.01.15Actualizado en 2026.06.02

Cómo comprar S

Discusiones

Bienvenido a la comunidad de HTX. Aquí puedes mantenerte informado sobre los últimos desarrollos de la plataforma y acceder a análisis profesionales del mercado. A continuación se presentan las opiniones de los usuarios sobre el precio de S (S).

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