# Pluralistic: AI and amateurism (15 Jun 2026) Pluralistic: AI and amateurism (15 Jun 2026)

> Source: <https://pluralistic.net/2026/06/15/vernacular/>
> Published: 2026-06-15 15:40:29+00:00

Today's links AI and amateurism: When is generative content vernacular? Hey look at this: Delights to delectate. Object permanence: Disney characters x clean underwear; Transparent Pontiac; Makers v dog with LED collar; Microsoft buys Linkedin; Legitimate greatness. Upcoming appearances: LA, Menlo Park, Toronto, NYC, Philadelphia, Chicago, Edinburgh, South Bend. Recent appearances: Where I've been. Latest books: You keep readin' em, I'll keep writin' 'em. Upcoming books: Like I said, I'll keep writin' 'em. Colophon: All the rest. AI and amateurism (permalink) Over the weekend, I did an interview about my forthcoming book The Reverse Centaur's Guide to Life After AI (a book about being a better AI critic), and the interviewer said she was surprised that I wasn't an AI booster, based on my demographics and work history: https://us.macmillan.com/books/9780374621568/thereversecentaursguidetolifeafterai/ I could see where she was coming from. I encountered computers in the mid-seventies, as a small child. My first computer was a CARDIAC, a working, Turing-complete, mechanical computer made entirely of cardboard, that I spent endless hours with: https://www.instructables.com/CARDIAC-CARDboard-Illustrative-Aid-to-Computation-/ Then I graduated to a teletype terminal and acoustic coupler connected to a minicomputer at the University of Toronto. My mom, a kindergarten teacher, used to smuggle home 1,000' rolls of paper towel from the kids' bathroom. I'd get 1,000' feet of computing up one side, then another 1,000' down the other side, then I'd carefully re-roll the paper towel so she could put it back in the bathroom for the kids to dry their hands on. After that, I got an Apple ][+ in 1979, and shortly thereafter acquired a modem, and that was it: I was hooked for life. I became an amateur programmer, then a professional programmer. I hosted forums on dial-up BBSes where I distributed software and offered support to strangers who wanted to connect their computers to the internet. I got a job as a gopher developer, then a web developer, then a CIO-for-hire, helping wire up small businesses and connect them to the net. Eventually, I co-founded a free/open source software startup, before transitioning to 25 years as a digital rights activist with the Electronic Frontier Foundation. And for most of that time, I was energetically writing science fiction, eventually becoming associated with a school sometimes called "post-cyberpunk": https://en.wikipedia.org/wiki/Rewired:_The_Post-Cyberpunk_Anthology The force that energized all this work was a dialectical one, the contradiction that powered cyberpunk literature itself. For all that cyberpunk was undeniably enamored with the coolness and combustibility of new technology, it was also terrified of how technology could be a force for oppression, surveillance and control. As William Gibson says, "cyberpunk was a warning, not a suggestion." Gibson's more famous quote, of course, is "the street finds its own use for things." In Gibson's novels (and in my own life in technology) all the most interesting things happen when users of technology (often without formal training or credentials) find ways to adapt the technology they use to suit their needs: https://pluralistic.net/2026/03/17/technopolitics/#original-sin This is why I remain an ardent fan of Hypercard, Scratch and other meta-tools that are designed to allow non-programmers to write software that exactly conforms to their desires. Whatever the apps produced by these tools lack in sophistication and efficiency is more than offset by the fact that they give everyday people the power to directly control the tools they rely upon. If "epistemic humility" means anything, it means acknowledging that no amount of "requirements gathering" can capture the needs of people totally unlike yourself as faithfully as those users can capture their own needs. Giving people the tools to produce their own software is always going to make tools – vernacular, idiosyncratic, homespun – that are more suited to their own hands and minds than anything a technologist working on their behalf could make. The ancient dictum of "nothing about us without us" – born in 16th century Poland and taken up by the modern disability rights movement – asserts the right of people to control their own living conditions, and also the unique capacity of people to understand their own needs. You know what's even better than being consulted on the design of the technology you use? Having direct control over that technology! This is why I was so suspicious of the iPad. The iPad's much-lauded "ease of use" was entirely about how easy it was to use an iPad to consume technology. But the iPad remains the single most user-innovation-hostile technology in modern history, a device designed to make it impossible to produce technology without permission from a remorseless multinational corporation. This is cyberpunk as a demand, not a warning: https://memex.craphound.com/2010/04/01/why-i-wont-buy-an-ipad-and-think-you-shouldnt-either/ The technology I've championed all my life is technology that gives more control to its users. One of my immutable precepts is that people who are different from me know things I can't know, and the only way I can get the benefit of their unique knowledge and perspective is if they are free to make and share things that matter to them. As Dan Gillmor said, back when he was inventing the study of citizen journalism, "My readers know more than I do": https://www.oreilly.com/openbook/wemedia/book/ch00.pdf And while I am broadly very skeptical of AI, and deeply alarmed by the proliferation of "vibe coded" software in production environments, vibe coding for personal projects is a useful and exciting addition to the lineage of tools that let computer users decide how their computers will work. For people making personal projects, vibe coding extends the power of shell scripting, cron jobs, Applescript, and other desktop automation tools to a wider audience. One of the journalists I spoke to last week about my book described how he had vibe coded an app that showed him an alert every time a plane flew over his house, giving the tail number and other details of the flight. This is information that I have no need for, no interest in, and that I'm therefore excited to learn about, because its very existence affirms that the world is full of people who are delightfully, irreducibly, amazingly different from me, and moreover, that their unique needs can be directly met using their imaginations and their personal computers. I recently sat down with my colleague Naomi Novik, a brilliant author who also co-founded Archive of Our Own. Naomi demoed her followup to AO3 for me: Wreccer, a system to help you find small groups of people with taste similar to your own, in order to facilitate media recommendations within that group – a kind of personal, relationship-driven alternative to massive, centralized, monolithic algorithmic recommendation systems: https://github.com/wreccer Naomi told me that Wreccer was being built using the same design ethos that the original Twitter embraced. When Twitter launched, it was an API first, and the official Twitter front end was built on that API – but anyone could build their own front end for Twitter that worked in the way they wanted it to. Now, the word "anyone" is doing a lot of work in that sentence, because most people don't even know what an API is, and of the people who do, most of them were not capable of writing their own software front end for Twitter. But Wreccer is being designed for the age of vibe coding, and the API will really allow anyone who uses the service to design their own interface to the system, one that elevates and centers the features they find useful and tucks away the ones they're not interested in. Your personal, custom front end could also bring in other data-sources – pulling in your Mastodon messages, for example, or even showing you an alert with the tail-number of any plane flying over your home. This is the part of vibe coding that I'm quite excited about, but it's not the part the industry focuses on. Instead of hearing about how personal, homemade software utilities can be an end unto themselves, we hear about vibe coded projects as prototypes for commercial production code. We hear about clueless bosses vibe coding software products and services that run fine for one user on a siloed desktop computer, and then demanding to know why it takes 50 engineers a year to make the same thing work for millions of users on the public internet. We hear about people who vibe code and submit patches to free/open-source software projects with millions of users, overwhelming project maintainers with slop code that is riddled with security vulnerabilities. Of course, there's an obvious reason why the industry wants to focus on the potential for vibe coded software to replace production code. The AI bubble has burned up $1.4t to date, while bringing in mere tens of billions of dollars per year, even as its unit economics grow steadily worse: https://www.telegraph.co.uk/news/2026/06/04/ai-is-the-greatest-money-wasting-scheme-humanity-has-ever-i/ To keep the bubble inflated, AI hucksters must promise massive economic returns to the technology. They want investors to believe that vibe code is about to replace working programmers, who are skilled, high-waged, high-demand workers. Their pitch is that for every million dollars' worth of programmers that an AI salesman and a boss conspire to fire, half a million dollars will go to the AI company whose bots shit out that vibe code. That's par for the course with the AI bubble, whose focus is entirely on how AI can centralize, control and homogenize our lives. Whereas early desktop publishing, web publishing and social media gave us a glorious higgledy-piggledy of chaotic, weird and transgressive hobbyist media and retina-searing designs, AI art and design are instantly recognizable at a thousand yards, and it all looks the same, boring, and washed: https://pluralistic.net/2024/07/20/ransom-note-force-field/#antilibraries AI companies have released open weight/open source models that can run on your own computer, but these are treated as side-shows and toys and demos. The real action, we're told, is in "frontier models," which is industry-speak for "a piece of software whose running costs exceed the GDP of most countries": https://pluralistic.net/2026/02/19/now-we-are-six/#stock-buyback Perhaps this is why the dynamics of AI are so different from the early dynamics of the web. Early web users were workers, who demanded that their bosses allow them to use the web and so devolve more power to people doing their jobs. By contrast, today's most ardent AI boosters are bosses, who threaten workers who don't use AI enough in the course of their duties: https://pluralistic.net/2026/05/26/the-ai-will-continue/#until-morale-improves Where we do see idiosyncrasy emerging from AI usage, it's often terrible. AI can help you create a folie-a-un in which you and a chatbot team up to reinforce your delusions and drive you deeper into a world of dangerous mirage: https://pluralistic.net/2026/06/03/mission-space/#gsd There's a (false) story that's told about people who championed the early internet: that we were blithely certain that technology could only be a force for good, and negligently disinterested in the possibility that technology could control, extract and harm. That's demonstrably untrue: recall cyberpunk's dualism of "the street finds its own use for things" and "cyberpunk is a warning, not a suggestion." More true is to say that early internet champions were alive to the importance of the internet, and therefore both excited about the possibilities of the internet to deliver a world of connection, idiosyncrasy, love and solidarity; and about the danger of the internet as a dystopian system of surveillance and manipulation: https://pluralistic.net/2025/02/13/digital-rights/#are-human-rights History isn't finished. Long after the AI bubble pops, there will be local models and people vibe coding homemade software that respond directly to their needs. The stuff we make on our own computers, for ourselves, is deplatformed from its inception. It's part of the life we can build in technology's "shadowy corners" that we used to just call "technology." The fact that this stuff is utterly unsuited to be production code makes it inherently unmonetizable. It's how the street finds its own use for things: https://pluralistic.net/2026/02/23/goodharts-lawbreaker/#no-metrics-no-targets Hey look at this (permalink) Mediocre Fred https://www.youtube.com/watch?v=gCXc-xC5ms0 Shame On You https://www.change.org/p/an-open-letter-to-the-american-diabetes-association-shame-on-you Keycap Quarry https://keycapquarry.com/shop/ The Threat of Big Insurance https://prospect.org/2026/06/11/threat-of-big-insurance-lobbying-congress-donations/ End Citizens United’s Tiffany Muller on fighting big money in politics https://www.citationneeded.news/end-citizens-uniteds-tiffany-muller-on-fighting-big-money-in-politics/ Object permanence (permalink) #25yrsago Disney characters win right to clean underwear https://web.archive.org/web/20010707023727/https://www.sfgate.com/cgi-bin/article.cgi?file=/news/archive/2001/06/07/state1339EDT0171.DTL #20yrsago Lampooning the American dismissal of Gitmo suicides https://fafblog.blogspot.com/2006/06/610-changed-everything-run-for-your.html #20yrsago LA’s South Central Farm under police siege right now https://web.archive.org/web/20060616085732/http://www.southcentralfarmers.com/index.php?option=com_content&task=view&id=160&Itemid=2 #15yrsago Transparent Pontiac for sale https://web.archive.org/web/20110610113919/http://blog.hemmings.com/index.php/2011/06/07/the-tin-indian-that-wasnt-rm-to-offer-see-through-pontiac/ #15yrsago Pulp Fiction edited down to just the cussing https://www.youtube.com/watch?v=5PcAQbhnGNs #15yrsago New York State to pet cemeteries: no pet owners’ ashes allowed https://web.archive.org/web/20110614133359/https://www.foxnews.com/us/2011/06/11/new-york-tells-pet-cemeteries-to-stop-taking-in-humans/#ixzz1PAZoGS6l #15yrsago A dog with persistence-of-vision LEDs in her shirt writes my novel Makers in the park at night https://web.archive.org/web/20110618011346/https://i.document.m05.de/?p=970 #15yrsago Head of UN copyright agency says fair use is a “negative agenda,” wants to get rid of discussions on rights for blind people and go back to giving privileges to giant companies https://memex.craphound.com/2011/06/14/head-of-un-copyright-agency-says-fair-use-is-a-negative-agenda-wants-to-get-rid-of-discussions-on-rights-for-blind-people-and-go-back-to-giving-privileges-to-giant-companies/ #10yrsago Air Force loses access to database tracking fraud investigations to 2004 https://arstechnica.com/information-technology/2016/06/database-corruption-erases-100000-air-force-investigation-records/ #10yrsago Peter Thiel’s lawyer threatens Gawker for talking about Donald Trump’s “hair” https://web.archive.org/web/20160615022004/https://gawker.com/now-peter-thiels-lawyer-wants-to-silence-reporting-on-t-1781918385 #10yrsago Samantha Bee on Orlando shooting: angry and uncompromising https://www.youtube.com/watch?v=t88X1pYQu-I #10yrsago Goldman Sachs bribed Libyan officials with sex workers, private jet rides, then lost all their money https://www.theguardian.com/business/2016/jun/13/goldman-sachs-hired-prostitutes-to-win-libyan-business-court-told #10yrsago Net Neutrality Wins: Federal Court Upholds FCC Open Internet Rules https://www.techdirt.com/2016/06/14/cable-industry-proclaims-more-competition-hurts-consumers-damages-economic-efficiency/ #10yrsago Microsoft will buy Linkedin for $26.2B https://arstechnica.com/information-technology/2016/06/microsoft-will-acquire-linkedin-for-18-5b/ #10yrsago Lin-Manuel Miranda’s Tony Awards sonnet for the Orlando shooting victims https://www.rollingstone.com/tv-movies/tv-movie-news/see-lin-manuel-mirandas-stirring-tribute-to-orlando-victims-103131/ #10yrsago China’s online astroturf is mostly produced by government workers as “extra duty” https://web.archive.org/web/20160613194153/http://arstechnica.com/information-technology/2016/06/red-astroturf-chinese-government-makes-millions-of-fake-social-media-posts/ #10yrsago Rio: your quadrennial reminder that the Olympics colonize host-states with Orwellian surveillance and human rights abuses https://web.archive.org/web/20160614122124/https://motherboard.vice.com/read/the-olympics-are-turning-rio-into-a-military-state #5yrsago A Monopoly Isn’t the Same as Legitimate Greatness https://pluralistic.net/2021/06/13/a-monopoly-isnt-the-same-as-legitimate-greatness/ Upcoming appearances (permalink) Virtual: The future of world governance, with Kim Stanley Robinson (UN Independent Expert on International Order), Jun 19 https://www.youtube.com/live/wJvBvYdaAMY LA: The Reverse Centaur's Guide to Life After AI with Brian Merchant (Skylight Books), Jun 19 https://www.skylightbooks.com/event/skylight-cory-doctorow-presents-reverse-centaurs-guide-life-after-ai-w-brian-merchant Menlo Park: The Reverse Centaur's Guide to Life After AI with Angie Coiro (Kepler's), Jun 21 https://www.keplers.org/upcoming-events-internal/cory-doctorow-2026 Toronto: The Sovereignty Debate (IAB Canada's State of the Nation), Jun 23 https://iabcanada.com/state-of-the-nation-2026 Toronto: The Reverse Centaur's Guide to Life After AI (Osler Records/Type Books), Jun 23 https://www.eventbrite.com/e/cory-doctorow-book-launch-and-talk-tickets-1991501299998 NYC: The Reverse Centaur's Guide to Life After AI with Jonathan Coulton (The Strand), Jun 24 https://www.strandbooks.com/cory-doctorow-the-reverse-centaur-s-guide-to-life-after-ai.html Philadelphia: The Reverse Centaur's Guide to Life After AI with David Williams (Fitler Club/Philadelphia Citizen), Jun 25 https://www.eventbrite.com/e/cory-doctorow-book-event-tickets-1990110326559 Chicago: The Reverse Centaur's Guide to Life After AI with Rick Perlstein (Exile in Bookville), Jun 26 https://exileinbookville.com/events/50628 Edinburgh International Book Festival with Jimmy Wales, Aug 17 https://www.edbookfest.co.uk/events/the-front-list-cory-doctorow-and-jimmy-wales South Bend: An Evening With Cory Doctorow (Notre Dame), Oct 6 https://franco.nd.edu/events/2026/10/06/an-evening-with-cory-doctorow/ Recent appearances (permalink) The Enshittification of Life, the Universe, & Everything (Luke Savage) https://www.lukewsavage.com/p/the-enshittification-of-life-the Cory Doctorow's digital jail-break (DW In Focus) https://www.dw.com/en/cory-doctorows-digital-jail-break/audio-77414035 Why the Internet Got Worse and What to Do About It (Jim Rutt) (RIP) https://www.jimruttshow.com/cory-doctorow-3/ On Enshittification – and what can be done about it (Re:publica) https://www.youtube.com/watch?v=KhINQgPMVSI EFFecting Change: How to Disenshittify the Internet (EFF, with Wendy Liu) https://archive.org/details/effecting-change-enshittification Latest books (permalink) "Canny Valley": A limited edition collection of the collages I create for Pluralistic, self-published, September 2025 https://pluralistic.net/2025/09/04/illustrious/#chairman-bruce "Enshittification: Why Everything Suddenly Got Worse and What to Do About It," Farrar, Straus, Giroux, October 7 2025 https://us.macmillan.com/books/9780374619329/enshittification/ "Picks and Shovels": a sequel to "Red Team Blues," about the heroic era of the PC, Tor Books (US), Head of Zeus (UK), February 2025 (https://us.macmillan.com/books/9781250865908/picksandshovels). "The Bezzle": a sequel to "Red Team Blues," about prison-tech and other grifts, Tor Books (US), Head of Zeus (UK), February 2024 (thebezzle.org). "The Lost Cause:" a solarpunk novel of hope in the climate emergency, Tor Books (US), Head of Zeus (UK), November 2023 (http://lost-cause.org). "The Internet Con": A nonfiction book about interoperability and Big Tech (Verso) September 2023 (http://seizethemeansofcomputation.org). Signed copies at Book Soup (https://www.booksoup.com/book/9781804291245). "Red Team Blues": "A grabby, compulsive thriller that will leave you knowing more about how the world works than you did before." Tor Books http://redteamblues.com. "Chokepoint Capitalism: How to Beat Big Tech, Tame Big Content, and Get Artists Paid, with Rebecca Giblin", on how to unrig the markets for creative labor, Beacon Press/Scribe 2022 https://chokepointcapitalism.com Upcoming books (permalink) "The Reverse-Centaur's Guide to AI," a short book about being a better AI critic, Farrar, Straus and Giroux, June 2026 (https://us.macmillan.com/books/9780374621568/thereversecentaursguidetolifeafterai/) "Enshittification, Why Everything Suddenly Got Worse and What to Do About It" (the graphic novel), Firstsecond, 2026 "The Post-American Internet," a geopolitical sequel of sorts to Enshittification, Farrar, Straus and Giroux, 2027 "Unauthorized Bread": a middle-grades graphic novel adapted from my novella about refugees, toasters and DRM, FirstSecond, April 20, 2027 "The Memex Method," Farrar, Straus, Giroux, 2027 Colophon (permalink) Today's top sources: Currently writing: "The Post-American Internet," a sequel to "Enshittification," about the better world the rest of us get to have now that Trump has torched America. Third draft completed. Submitted to editor. "The Reverse Centaur's Guide to AI," a short book for Farrar, Straus and Giroux about being an effective AI critic. LEGAL REVIEW AND COPYEDIT COMPLETE. "The Post-American Internet," a short book about internet policy in the age of Trumpism. PLANNING. A Little Brother short story about DIY insulin PLANNING This work – excluding any serialized fiction – is licensed under a Creative Commons Attribution 4.0 license. That means you can use it any way you like, including commercially, provided that you attribute it to me, Cory Doctorow, and include a link to pluralistic.net. https://creativecommons.org/licenses/by/4.0/ Quotations and images are not included in this license; they are included either under a limitation or exception to copyright, or on the basis of a separate license. Please exercise caution. 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