# Paul Graham — Researcher persona

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- Persona: Paul Graham
- Summary: Durable Researcher corpus for Paul Graham: essays, interviews, talks, and later X/Twitter posts with entity-owned source snapshots and indexes.
- Page: https://researcher.now/e/paul-graham
- JSON: https://researcher.now/public/entities/by-slug/paul-graham?include=all
- Sources: 13393
- About report version: v15

## About

Paul Graham’s central pattern is a disciplined distrust of abstractions that have lost contact with reality: prose should be tested by whether ideas enter the reader’s head; startups by whether users actually want the product; ethics by whether benevolence improves outcomes; institutions by whether they reward performance; and ideas by whether they survive contact with a changing world rather than with prestige, ideology, or inherited categories. His worldview matters because it turns “startup advice” into a broader epistemology of making: learn by building, launch crude versions, stay close to users, protect independent thought, and let reality—not credentials, fashion, or moral performance—grade the work. [33879059-569f-4890-92e1-f1524f12f280, af1c24aa-7583-44eb-98a2-a3182b1ec543, b0238a7c-383b-431e-9222-4d1a8e71481f, 345da6e5-bfa1-4422-8eaa-7902114acd60]

## Recurring interests and themes

- **Reality as the final evaluator** — Across startups, writing, education, and investing, Graham returns to the idea that artificial tests are dangerous because they can be gamed, while users, readers, markets, and working code are harder to fool. [25db956d-3fa5-4122-85cd-3f42df20cae3, 643ebab9-f6fb-429c-a707-4a8af2b3e1c1]
- **The maker as natural human type** — He valorizes people working on their own projects—hackers, founders, writers, artists—not as merely self-employed, but as people restored to a more natural, intensely engaged mode of work. [8453cb61-b6ba-4a77-becf-ceb947ae718b, 0b83d3fd-7025-427e-87d3-67ff9020b0ea]
- **Small, crude beginnings** — Graham is fascinated by version-one artifacts that look unimpressive at first: Viaweb, Reddit, Airbnb, Apple, and many great essays or artworks begin as marginal, toy-like, or embarrassing prototypes. [8563ca6f-40ca-47ee-833b-3c44d7574048, 8f5df6c6-418a-4a64-a00b-e4a96b8319cf]
- **The earnest hacker-founder** — His startup ideal is not the polished executive but the technically intimate, user-obsessed, intensely energetic founder who can build, listen, iterate, and persist without needing permission. [a58dd2a4-de4d-49a0-912f-dd4ae5013a80, 71649171-7bf0-4f65-ae3c-09cfc1d7ec1c]
- **Writing as thinking, not packaging** — He treats writing as a method for discovering and debugging ideas, with clarity, simplicity, rhythm, and correctness tightly coupled rather than separable matters of style and substance. [2ac37835-6015-464d-9de5-0aa2fb2e6d7f, 69f771fe-e802-4f42-8eb5-69f2602f82f6]
- **The sociology of startup ecosystems** — Graham repeatedly analyzes why startups cluster: not because of buildings or policy slogans, but because dense networks of ambitious founders, investors, examples, and chance meetings save fragile companies from their default state of death. [34e35014-a6f1-44dd-9680-a3cb95b0f11c, bd5470fa-5770-4a90-9da9-f9529b9205ba]
- **Independent-mindedness under pressure** — From “What You Can’t Say” to essays on conformism, heresy, and orthodox privilege, he treats free inquiry as a practical precondition for novelty, not just a political preference. [55d494d3-0818-42ac-bf84-c5406c75bb10, 982d462d-54b3-4511-9878-0217f185be30]
- **Taste as operational judgment** — Whether discussing art, programming languages, design, or startup founders, Graham resists relativism and argues that quality exists, even if it is difficult to formalize. [fe27a241-4a51-4d45-b2da-34a627eff695]

## Beliefs and principles

- **Make something people want** — Graham’s core startup principle is that most failures reduce to not making something users actually want, and most advice—launch fast, understand users, offer unusually good service, evolve the idea—serves that end. [af1c24aa-7583-44eb-98a2-a3182b1ec543, 5c1c7d69-9a01-4392-ba85-b32d05a43256]
- **Understand users before investors** — He believes a founder’s strongest authority comes from deep, first-hand knowledge of users; in YC interviews, the best founders teach partners what their users think rather than pitch a polished story. [b2511577-129a-4e18-b383-ca7f56cfa1e2, 5faae6d4-9c43-4c21-a8f9-bece7020e4aa]
- **Determination beats raw intelligence** — Graham repeatedly argues that intelligence helps, but startup success depends more on determination, flexibility, ambition, resilience, and the capacity to keep finding new angles of attack. [65ab653c-1778-4e23-aa28-f92fe2dfcec5, 1eab50f7-67ad-49c2-893d-d402e66208d0]
- **Be relentlessly resourceful** — His compressed founder test is whether someone refuses to be passively battered by circumstances and instead keeps adapting until they find a path forward. [71649171-7bf0-4f65-ae3c-09cfc1d7ec1c, 40707d13-d546-4054-bd93-619a6ec81184]
- **Benevolence is strategic** — He argues that being good is not sanctimony but a practical startup strategy: it clarifies decisions, attracts talent and allies, improves morale, and often compounds through reputation. [b0238a7c-383b-431e-9222-4d1a8e71481f, bd143687-3262-4f66-a9a7-372954a54df2]
- **Truthfulness is persuasive** — In fundraising and writing, Graham’s advice is to avoid swagger, bullshit, and vague cleverness; the best way to seem formidable is to be saying something one actually knows to be true. [e13aa1b8-65dd-4aaf-82b2-2c647c6634de, 92f9ceae-b137-4608-965b-ee6260f50ae9]
- **Prestige is a bad compass** — He consistently tells people to choose work by curiosity, aptitude, and interesting problems rather than by prestige, credentials, fashion, or institutional approval. [aaf3cbae-3e6f-40bc-b5ac-afac88cfba9c, 6bdd9d55-7599-48f0-af97-81f55c53107a]
- **Good work needs long, protected attention** — Graham’s maker/manager distinction, internet-distraction tactics, and notebook habits all reflect a belief that serious creation requires uninterrupted blocks, controlled inputs, and a carefully managed top idea. [206c038f-27a7-4175-8d97-3e0b6a54a559, 81913dba-1f4b-479d-a61a-5e2a134d5062]

## Future narratives and predictions

- **Startups are a new economic phase** — Graham frames startups as potentially comparable to the Industrial Revolution: a shift toward smaller, faster, higher-resolution units of production that reward performance more directly. [5811f427-e9ea-43ae-9e17-ca12c6833dcf, 8a742ca8-fed8-4ce1-90ae-f4eaa2f5420d]
- **Founder power will keep rising** — He predicts and welcomes a funding landscape where cheaper startup costs, super-angels, standardized paperwork, and founder control shift power from investors toward founders. [5c3cf36d-1e5c-40ef-8e20-bd0ca118403c, 755a2288-360e-40d3-a6b1-a9ceae062049]
- **Performance will erode credentials** — Graham expects market measurement to push backward through education and careers, weakening prestige bottlenecks and making “what you can do” more important than institutional stamps. [ab6d1b34-6918-4567-8f7e-6ca3fe83b7b4, 3b2fade2-496e-4566-9283-ed67b7be0609]
- **Startup hubs will remain powerful but contested** — He predicts that hubs like Silicon Valley retain advantages through density, examples, investors, and serendipity, while other cities can compete only by attracting the right people and growing startup culture organically. [2351fb54-9f99-4ac9-b849-ef59c4b7cab8, a9483c21-00b5-4d80-b3ff-797beec6c47d]
- **The internet replaces media formats** — In publishing, TV, and communication, Graham’s recurring prediction is that open, software-mediated systems dissolve older media businesses that were really selling formats, schedules, or distribution bottlenecks. [f882e310-22bc-4704-98a4-cb8595e1df7a, 6d0b844b-443f-4ec2-8582-874c3862052b]
- **AI and automation are filtered through economic usability** — In later commentary he treats AI less as magic than as a technology whose value depends on integration, customer need, specialized use cases, and whether models can acquire human-like learning capabilities on the job. [a58dd2a4-de4d-49a0-912f-dd4ae5013a80]
- **Writing may become a chosen capability** — Graham predicts that AI could split people into “writes” and “write-nots,” making the decision to keep writing ability analogous to maintaining physical strength in a world where machines reduce the need for it. [d593dd52-a09e-4dee-80b5-bf5131b6244e]
- **Addictive technology will require social antibodies** — He expects increasingly concentrated forms of pleasure and distraction to outpace inherited customs, forcing individuals and societies to develop new defensive habits. [882aa20f-adc5-444a-bb8c-e3daf93dd526, bcb43456-454f-476e-b737-9aa2010e9bde]

## Recurring questions

- **What is the real test here?** — Graham habitually asks whether a system is being judged by a proxy or by the thing that matters: grades versus learning, fundraising versus startup success, credentials versus performance, prose polish versus idea clarity. [25db956d-3fa5-4122-85cd-3f42df20cae3, ab6d1b34-6918-4567-8f7e-6ca3fe83b7b4]
- **What do users actually need?** — His startup questions cut past stated preferences toward latent constraints: what would users like to do but cannot, what would make ten users love the product, and where is the hottest subset of demand. [5faae6d4-9c43-4c21-a8f9-bece7020e4aa, f9108fe1-3a81-4ee0-a0a5-6fa343d795f2]
- **Where are the overlooked gaps?** — In great work, startup ideas, essays, and science, he asks people to learn enough to reach the frontier, notice anomalies or “sticking doors,” and explore gaps others dismiss as marginal. [2ff63b74-5d14-4364-b305-360652d7cfa5, 76f1bf2f-489d-4cdc-b4dd-ac70d3cbfa36]
- **Which ideas seem bad but are good?** — Graham repeatedly probes the intersection between implausibility and insight, from Airbnb and Facebook to crazy ideas proposed by reasonable domain experts. [98abc9bc-459d-4215-a1ae-4de36c77e2e2, d47604a0-12c0-4ae3-b81b-f0a3b55780e9]
- **What is fashion preventing us from seeing?** — He asks how problem choice, moral opinion, academic work, brand preference, and institutional priorities get distorted when people imitate what currently signals sophistication. [6bdd9d55-7599-48f0-af97-81f55c53107a, d661aaf1-2f01-4a8a-a205-8598bdbb734a]
- **How do environments change ambition?** — He keeps returning to the role of peers, examples, cities, universities, and communities in activating latent ambition or suppressing it into obedience. [65ab653c-1778-4e23-aa28-f92fe2dfcec5, 407bc091-1526-4967-a65f-66fb5256a7a6]
- **What should one do with a short life?** — His later essays broaden the startup ethic into life advice: avoid bullshit, don’t ignore dreams, cultivate friendships, savor time with children, and make good new things. [4223bf65-15c0-47a5-859e-b0a78b2b4b56, 99a249df-1afc-45de-9f86-fa99dca9ca75]

## Tensions and contradictions

- **Anti-orthodoxy that became an orthodoxy** — Graham attacks conventional thinking and prestige, yet his essays, YC practices, and Hacker News helped create a recognizable startup canon with its own slogans, heroes, taboos, and default advice. [7e9a592d-d4e8-4c82-929c-3b6864e7566c, a7e33dcf-1afb-482b-bccd-a98992f1c989]
- **Individual freedom versus hub dependence** — He celebrates self-directed makers and remote-seeming internet opportunity, but also insists that founders benefit materially from moving to concentrated startup hubs. [8453cb61-b6ba-4a77-becf-ceb947ae718b, 2351fb54-9f99-4ac9-b849-ef59c4b7cab8]
- **Kindness framed instrumentally** — Graham argues for being good, nice, and benevolent, but often justifies these virtues because they work, leaving an unresolved boundary between moral conviction and pragmatic advantage. [b0238a7c-383b-431e-9222-4d1a8e71481f, cf5d11c9-7160-49c1-904e-cd2fc84a60a3]
- **Empiricism with sweeping social theories** — He grounds advice in YC observations and founder anecdotes, yet extrapolates from those cases to broad claims about education, inequality, cities, conformity, and civilization. [89ae91f0-bff6-40b5-95ff-7678917ed8b1, d2b92dd7-4972-4a1f-bb8d-4281299a2c76]
- **User democracy versus taste hierarchy** — Graham praises building from user needs and open systems, but also argues strongly that good taste, better art, better design, and better writing are real rather than mere preference aggregation. [a207f3c2?]
- **Risk-taking versus survival discipline** — He urges founders and creators to attempt ambitious, non-obvious work, while simultaneously warning them to be cheap, default alive, ramen profitable, and paranoid about deals falling through. [98abc9bc-459d-4215-a1ae-4de36c77e2e2, 66552f9b-4103-4bb9-b903-580570fc462e]
- **Curiosity-first advice with conquest energy** — He says the best ideas arise from disinterested curiosity, side projects, and “just learn,” yet his founder archetype is competitive, formidable, and sometimes “fierce.” [2a7730f0-ddbf-4bb1-9336-eecdc7686180, 740cbe1f-eea6-42e1-bb07-b2bebdb5b419]
- **Skepticism of institutions, reliance on selection** — He distrusts schools, big companies, and committees, but YC itself is a high-stakes selector of people, using fast interviews, partner judgment, and founder archetypes to allocate opportunity. [407d000d-0652-4981-8386-f4a8ca183323, b2511577-129a-4e18-b383-ca7f56cfa1e2]

## Unifying threads

- **Contact with reality** — The most consistent mechanism in Graham’s thought is feedback: users, readers, markets, growth graphs, working code, and reality itself expose falsehood faster than prestige or argument can. [33879059-569f-4890-92e1-f1524f12f280, 23c477e2-bd67-4fe6-9108-7550665d7ea4]
- **Iteration as epistemology** — Launching fast, rewriting essays, making early art, evolving startup ideas, and prototyping programming languages are all instances of the same belief: you learn what to make by making crude versions and letting the world answer. [8563ca6f-40ca-47ee-833b-3c44d7574048, 62c5dd22-457b-4edf-8408-23e18d4671b5]
- **The frontier is fractal** — Graham’s theory of great work is that knowledge, technology, and markets look smooth from afar but reveal countless cracks up close; curiosity and expertise let people pry them open. [2ff63b74-5d14-4364-b305-360652d7cfa5, c98861a7-0e10-48ad-8bd5-91af711d2aae]
- **Small groups beat large organizations by staying coupled** — Startups, hackers, and makers win because problem, tool, user, and decision can remain in one head or a tiny team instead of being split across bureaucratic layers. [fe64f525-34a6-4412-8a3b-f00025769fd8, 131f2eee-c449-4437-a6d8-64c12558e170]
- **Authenticity is productive, not decorative** — Graham links good founders, good writing, good design, and good communities to not pretending: don’t imitate swagger, don’t write fancy prose, don’t chase brand distinctiveness, don’t fake interest. [e13aa1b8-65dd-4aaf-82b2-2c647c6634de, 1db761ed-8531-4bd4-95c7-2e273a2cf5c7]
- **Ambition needs protection from both cynicism and bureaucracy** — He sees new work as fragile: it can be killed by fashionable skepticism, institutional checks, social orthodoxy, premature scaling, or the creator’s own embarrassment at early lameness. [ccd02772-87a6-4d65-a487-08fdc0d19ee3]
- **Markets are not moral arbiters, but they reveal information** — Graham distinguishes wealth creation from corruption, investor herding from startup merit, and valuation from value, yet still treats markets and user adoption as powerful reality sensors when interpreted correctly. [57c92a52-70e7-4830-b73b-d0274117cb88, d2b92dd7-4972-4a1f-bb8d-4281299a2c76]
- **Make good new things** — His late-life synthesis converts the startup-maker ethic into a general principle: help people, take care of the world, and create things that expand what humans can think, use, or become. [99a249df-1afc-45de-9f86-fa99dca9ca75, 2ff63b74-5d14-4364-b305-360652d7cfa5]

## Sources

- How to Convince Investors · paulgraham.com — https://www.paulgraham.com/convince.html
- Do Things that Don't Scale · paulgraham.com — https://www.paulgraham.com/ds.html
- How to Get Startup Ideas · paulgraham.com — https://www.paulgraham.com/startupideas.html
- How to Raise Money · paulgraham.com — https://www.paulgraham.com/fr.html
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- Investor Herd Dynamics · paulgraham.com — https://www.paulgraham.com/herd.html
- How You Know · paulgraham.com — https://www.paulgraham.com/know.html
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- Before the Startup · paulgraham.com — https://www.paulgraham.com/before.html
- Startup = Growth · paulgraham.com — https://www.paulgraham.com/growth.html
- The Fatal Pinch · paulgraham.com — https://www.paulgraham.com/pinch.html
- The Hardware Renaissance · paulgraham.com — https://www.paulgraham.com/hw.html
- Black Swan Farming · paulgraham.com — https://www.paulgraham.com/swan.html
- How Y Combinator Started · paulgraham.com — https://www.paulgraham.com/ycstart.html
- Defining Property · paulgraham.com — https://www.paulgraham.com/property.html
- Writing and Speaking · paulgraham.com — https://www.paulgraham.com/speak.html
- Frighteningly Ambitious Startup Ideas · paulgraham.com — https://www.paulgraham.com/ambitious.html
- A Word to the Resourceful · paulgraham.com — https://www.paulgraham.com/word.html
- Schlep Blindness · paulgraham.com — https://www.paulgraham.com/schlep.html
- Snapshot: Viaweb, June 1998 · paulgraham.com — https://www.paulgraham.com/vw.html
- The Top of My Todo List · paulgraham.com — https://www.paulgraham.com/todo.html
- Subject: Airbnb · paulgraham.com — https://www.paulgraham.com/airbnb.html
- The Patent Pledge · paulgraham.com — https://www.paulgraham.com/patentpledge.html
- Why Startup Hubs Work · paulgraham.com — https://www.paulgraham.com/hubs.html
- What We Look for in Founders · paulgraham.com — https://www.paulgraham.com/founders.html
- Tablets · paulgraham.com — https://www.paulgraham.com/tablets.html
- Where to See Silicon Valley · paulgraham.com — https://www.paulgraham.com/seesv.html
- Founder Control · paulgraham.com — https://www.paulgraham.com/control.html
- The New Funding Landscape · paulgraham.com — https://www.paulgraham.com/superangels.html
- High Resolution Fundraising · paulgraham.com — https://www.paulgraham.com/hiresfund.html
- The Top Idea in Your Mind · paulgraham.com — https://www.paulgraham.com/top.html
- The Future of Startup Funding · paulgraham.com — https://www.paulgraham.com/future.html
- The Acceleration of Addictiveness · paulgraham.com — https://www.paulgraham.com/addiction.html
- Apple's Mistake · paulgraham.com — https://www.paulgraham.com/apple.html
- Organic Startup Ideas · paulgraham.com — https://www.paulgraham.com/organic.html
- What Happened to Yahoo · paulgraham.com — https://www.paulgraham.com/yahoo.html
- What Startups Are Really Like · paulgraham.com — https://www.paulgraham.com/really.html
- Persuade xor Discover · paulgraham.com — https://www.paulgraham.com/discover.html
- Post-Medium Publishing · paulgraham.com — https://www.paulgraham.com/publishing.html
- The List of N Things · paulgraham.com — https://www.paulgraham.com/nthings.html
- The Anatomy of Determination · paulgraham.com — https://www.paulgraham.com/determination.html
- What Kate Saw in Silicon Valley · paulgraham.com — https://www.paulgraham.com/kate.html
- The Founder Visa · paulgraham.com — https://www.paulgraham.com/foundervisa.html
- Ramen Profitable · paulgraham.com — https://www.paulgraham.com/ramenprofitable.html
- A Local Revolution? · paulgraham.com — https://www.paulgraham.com/revolution.html
- The Trouble with the Segway · paulgraham.com — https://www.paulgraham.com/segway.html
- Why Twitter is a Big Deal · paulgraham.com — https://www.paulgraham.com/twitter.html
- Maker's Schedule, Manager's Schedule · paulgraham.com — https://www.paulgraham.com/makersschedule.html
- Five Founders · paulgraham.com — https://www.paulgraham.com/5founders.html
- Relentlessly Resourceful · paulgraham.com — https://www.paulgraham.com/relres.html
- How to Be an Angel Investor · paulgraham.com — https://www.paulgraham.com/angelinvesting.html
- Why TV Lost · paulgraham.com — https://www.paulgraham.com/convergence.html
- What I've Learned from Hacker News · paulgraham.com — https://www.paulgraham.com/hackernews.html
- Could VC be a Casualty of the Recession? · paulgraham.com — https://www.paulgraham.com/divergence.html
- Startups in 13 Sentences · paulgraham.com — https://www.paulgraham.com/13sentences.html
- Keep Your Identity Small · paulgraham.com — https://www.paulgraham.com/identity.html
- After Credentials · paulgraham.com — https://www.paulgraham.com/credentials.html
- The Other Half of "Artists Ship" · paulgraham.com — https://www.paulgraham.com/artistsship.html
- The High-Res Society · paulgraham.com — https://www.paulgraham.com/highres.html
- Why to Start a Startup in a Bad Economy · paulgraham.com — https://www.paulgraham.com/badeconomy.html
- A Fundraising Survival Guide · paulgraham.com — https://www.paulgraham.com/fundraising.html
- Can You Buy a Silicon Valley? Maybe. · paulgraham.com — https://www.paulgraham.com/maybe.html
- Cities and Ambition · paulgraham.com — https://www.paulgraham.com/cities.html
- Disconnecting Distraction · paulgraham.com — https://www.paulgraham.com/distraction.html
- The Pooled-Risk Company Management Company · paulgraham.com — https://www.paulgraham.com/prcmc.html
- Be Good · paulgraham.com — https://www.paulgraham.com/good.html
- Why There Aren't More Googles · paulgraham.com — https://www.paulgraham.com/googles.html
- How to Disagree · paulgraham.com — https://www.paulgraham.com/disagree.html
- You Weren't Meant to Have a Boss · paulgraham.com — https://www.paulgraham.com/boss.html
- Trolls · paulgraham.com — https://www.paulgraham.com/trolls.html
- A New Venture Animal · paulgraham.com — https://www.paulgraham.com/ycombinator.html
- Six Principles for Making New Things · paulgraham.com — https://www.paulgraham.com/newthings.html
- Some Heroes · paulgraham.com — https://www.paulgraham.com/heroes.html
- The Future of Web Startups · paulgraham.com — https://www.paulgraham.com/webstartups.html
- Why to Move to a Startup Hub · paulgraham.com — https://www.paulgraham.com/startuphubs.html
- The Brand Age · paulgraham.com — https://www.paulgraham.com/brandage.html
- What You'll Wish You'd Known · paulgraham.com — https://www.paulgraham.com/hs.html
- Having Kids · paulgraham.com — https://www.paulgraham.com/kids.html
- How to Do Great Work · paulgraham.com — https://www.paulgraham.com/greatwork.html
- How to Convert Between Wealth and Income Tax · paulgraham.com — https://www.paulgraham.com/winc.html
- How to Lose Time and Money · paulgraham.com — https://www.paulgraham.com/selfindulgence.html
- Mean People Fail · paulgraham.com — https://www.paulgraham.com/mean.html
- The Refragmentation · paulgraham.com — https://www.paulgraham.com/re.html
- Lies We Tell Kids · paulgraham.com — https://www.paulgraham.com/lies.html
- Life is Short · paulgraham.com — https://www.paulgraham.com/vb.html
- What to Do · paulgraham.com — https://www.paulgraham.com/do.html
- When To Do What You Love · paulgraham.com — https://www.paulgraham.com/when.html
- Founder Mode · paulgraham.com — https://www.paulgraham.com/foundermode.html
- Writes and Write-Nots · paulgraham.com — https://www.paulgraham.com/writes.html
- Good Writing · paulgraham.com — https://www.paulgraham.com/goodwriting.html
- The Shape of the Essay Field · paulgraham.com — https://www.paulgraham.com/field.html
- The Right Kind of Stubborn · paulgraham.com — https://www.paulgraham.com/persistence.html
- The Origins of Wokeness · paulgraham.com — https://www.paulgraham.com/woke.html
- The Best Essay · paulgraham.com — https://www.paulgraham.com/best.html
- The Reddits · paulgraham.com — https://www.paulgraham.com/reddits.html
- How to Start Google · paulgraham.com — https://www.paulgraham.com/google.html
- How to Get New Ideas · paulgraham.com — https://www.paulgraham.com/getideas.html
- The Need to Read · paulgraham.com — https://www.paulgraham.com/read.html
- Superlinear Returns · paulgraham.com — https://www.paulgraham.com/superlinear.html
- What You (Want to)* Want · paulgraham.com — https://www.paulgraham.com/want.html

_+13293 more sources. Page the full corpus via the JSON export (`?include=all&sourcesOffset=…`)._

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Structured data: https://researcher.now/public/entities/by-slug/paul-graham?include=all
Agent guide: https://researcher.now/agent.txt
