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 Cory Doctorow
Cory Doctorow is a science fiction author, activist and journalist

His latest book is ATTACK SURFACE, a standalone adult sequel to LITTLE BROTHER. He is also the author HOW TO DESTROY SURVEILLANCE CAPITALISM, nonfiction about conspiracies and monopolies; and of RADICALIZED and WALKAWAY, science fiction for adults, a YA graphic novel called IN REAL LIFE; and young adult novels like HOMELAND, PIRATE CINEMA and LITTLE BROTHER. His first picture book was POESY THE MONSTER SLAYER (Aug 2020). He maintains a daily blog at Pluralistic.net. He works for the Electronic Frontier Foundation, is a MIT Media Lab Research Affiliate, is a Visiting Professor of Computer Science at Open University, a Visiting Professor of Practice at the University of North Carolina’s School of Library and Information Science and co-founded the UK Open Rights Group. Born in Toronto, Canada, he now lives in Los Angeles.
Liens : - « Détruire le capitalisme de surveillance » 68 p. pdf, trad. Framalang, gratuit. - How to destroy surveillance capitalism Online version.

Publié le 13.01.2026 à 18:27

Pluralistic: Sorry, eh (13 Jan 2026)


Today's links



A Canadian flag, its elements replaced with circuit boards. In the foreground, a bent-double, exhausted Uncle Sam trudges over rocky terrain, shlepping a giant sack on his back. Centered in the maple leaf is the word SORRY.

Sorry, eh (permalink)

Like all the best Americans, I'm Canadian, and while I have lived abroad for most of this century, I still hew faithfully to our folkways, which is why I'd like to start this essay by apologizing.

I'm sorry.

I'm sorry! I'm a technology writer, which means I'm supposed to be encouraging you to throw hundreds of billions of dollars at the money-losingest technology in human history, AI. No one has ever lost as much money as the AI companies.

There is no way to operate one of Nvidia's big AI-optimized GPUs without losing money. The owners of these GPUs who have lost the least money are the ones who rushed into buying GPUs without ensuring they'd have electricity to power them, and have been forced to leave their GPUs to age in warehouses. The minute they plug in those GPUs, they'll start losing money, and the more they use them, the more money they'll lose.

I'm sorry. As a technology writer, I'm supposed to be telling you that this bet will some day pay off, because one day we will have shoveled so many words into the word-guessing program that it wakes up and learns how to actually do the jobs it is failing spectacularly at today. This is a proposition akin to the idea that if we keep breeding horses to run faster and faster, one of them will give birth to a locomotive. Humans possess intelligence, and machines do not. The difference between a human and a word-guessing program isn't how many words the human knows.

I'm sorry. I know that when we talk about "digital sovereignty," we're obliged to talk about how we can build more data-centres that we can fill up with money-losing chips from American silicon monopolists in the hopes of destroying as many jobs as possible while blowing through our clean energy goals and enshittifying as much of our potable water as possible.

I don't have any advice for how to do that. I'm sorry!

As Canada contemplates our response to the collapse of the American empire and its alliances with the world, the cornerstone of our current strategy is sacrificing our dollars, water and energy in order to become more dependent on America, in a weird and improbable bet that we will figure out how to make millions of Canadians unemployed. I'm sorry, that just doesn't sound like a great idea to me.

If I can beg your indulgence, I'd like to propose an alternative.

Back in 2012, Canada passed Bill C-11, the Copyright Modernization Act. It's a law that bans Canadian companies from modifying America's digital tech exports. We passed it because the US threatened us with tariffs:

https://pluralistic.net/2025/05/08/who-broke-the-internet/#bruce-lehman

Thanks to Bill C-11, a Canadian company can't sell jailbreaking kits for phones and consoles, which would let Canadian sellers offer goods and services to Canadian buyers outside of US app stores, sidestepping the 30% app tax that Apple, Google, Microsoft, Sony and others impose on our digital economy.

Thanks to Bill C-11, a Canadian company can't sell mechanics a universal diagnostic tool that turns every "check engine" light into a useful error message. Instead, Canadian mechanics have to send $10,000/year/manufacturer to America for a proprietary car diagnosis kit.

Thanks to Bill C-11, a Canadian company can't offer ink cartridge manufacturers software that will ensure their cartridges work in the printers Canadians buy from the American inkjet cartel. As a result, Canadians have to spend $10,000/gallon on ink, making it the most expensive fluid a Canadian civilian can purchase without a government permit.

Thanks to Bill C-11, a Canadian company can't sell our farmers software that lets them start using their tractors as soon as they've fixed them. Instead, after a Canadian farmer fixes their tractor, they have to wait for a service call from a rep for a US ag-tech monopolist who'll type an unlock code into the tractor's keyboard and charge the farmer a couple hundred bucks for this "service."

Thanks to Bill C-11, a Canadian company can't revive one of the most successful technologies in modern history: the home video recorder. Remember those? First we had VCRs, then we had digital successors like the Tivo. Canadian law says you're allowed to record the video that comes into your home, whether by broadcast, cable, satellite or streaming. But Bill C-11 bans a Canadian company from selling you a gadget that lets you save the video you get in an app or from a set-top box.

It's crazy: we have actually uninvented the VCR! You know how everyone is pissed off about their favourite shows being yanked from the streaming services? Repeal C-11 and you could just save those shows forever. Repeal C-11 and you'd kill the grinchy little racket that services like Prime pull, where Christmas cartoons are in the free tier from March to November, and cost $3.99 to watch between November and March. Just tape 'em in August and save 'em for later!

It doesn't stop there. Remember when Facebook banned all links to the news in Canada? Repeal C-11 and a Canadian company could sell you an alternative Facebook app that puts the news back into your feed! Repeal C-11 and Canadians could get an alternative app that replaces all the streaming services, letting you search and stream every service you have an account for in one place, mixing in Canadian content from the NFB, public broadcasters, and commercial services.

Virtually every Canadian ministry, corporation and household is locked into a US Big Tech silo. Any of these could be shut down at a single word from Trump to any of the tech giants who've lined up to do his bidding. Repeal C-11 and we can extract all our data from these walled gardens/prisons and get it onto auditable, trustworthy, transparent open source software, hosted in data-centres located safely on Canadian soil.

If there's one thing Canadians are good it, it's going to other countries and extracting their wealth. We're world champions at it.

America's tech monopolies have sequestered trillions of dollars worth of monopoly rents on their balance sheets. This is dead capital, being pissed up the wall on nonsense like stock buybacks and data-centres and grotesque executive bonuses.

As Jeff Bezos said to the publishers: "Your margin is my opportunity."

America's tech trillions represent a rich and readily accessible seam that we can extract – safely, from our own country! – and turn into our billions, and an exportable line of products that the whole world would beat a path to our door to buy.

Look, I'm sorry. I don't have any ideas for how Canada can get to a better future by lighting billions on fire in a bet on a failing technology whose dubious profitability depends on ruining our job market, our power grid and our water supply, which will tie the American political situation to our ankles.

All I've got is an idea for how we can make insanely profitable products that people really want to buy, that will insulate us from cyberattacks by US tech giants who are in thrall to Trump, and that Americans will pay us to use in order to free themselves from the tech giants who abuse them, too.

I'm really sorry. I know it's out of step with the times, but all I have is ideas that make money, make us safer, make us richer, and make our technology better.

On the other hand, those chatbots sure are cute. It's funny when they "hallucinate."


Hey look at this (permalink)



A shelf of leatherbound history books with a gilt-stamped series title, 'The World's Famous Events.'

Object permanence (permalink)

#25yrsago Hey, Mark made me a guest editor! https://memex.craphound.com/2001/01/13/hey-mark-made-me-a/

#15yrsago Woz on Network Neutrality https://www.theatlantic.com/technology/archive/2010/12/steve-wozniak-to-the-fcc-keep-the-internet-free/68294/

#15yrsago Disney World’s awful Tiki Room catches fire https://web.archive.org/web/20110116093950/http://thedisneyblog.com/2011/01/12/fire-reported-at-magic-kingdom-tiki-room/

#10yrsago For the first time in 15 years, there’s a new Violent Femmes album https://www.npr.org/sections/allsongs/2016/01/13/462656061/hear-a-song-from-violent-femmes-first-album-in-15-years

#10yrsago 3D Systems abandons its Cube printers, but DRM means you can’t buy filament from anyone else https://michaelweinberg.org/post/137045828005/free-the-cube

#10yrsago Why Moveon endorsed Bernie Sanders https://medium.com/middle-of-nowhere-center-of-everything/the-top-5-reasons-moveon-members-voted-to-endorse-bernie-with-the-most-votes-and-widest-margin-in-78c2e69990ec#.py5rdi9xc

#10yrsago Sneak-privatization of public schools: attacking teachers, unions and standards https://web.archive.org/web/20160112065749/https://www.washingtonpost.com/news/answer-sheet/wp/2016/01/07/a-primer-on-the-damaging-movement-to-privatize-public-schools/

#10yrsago Income inequality makes the 1% sad, too https://hbr.org/2016/01/income-inequality-makes-whole-countries-less-happy

#5yrsago Will Biden bust trusts? https://pluralistic.net/2021/01/13/two-decades/#thanks-obama

#5yrsago 20 years a blogger https://pluralistic.net/2021/01/13/two-decades/#hfbd


Upcoming appearances (permalink)

A photo of me onstage, giving a speech, pounding the podium.



A screenshot of me at my desk, doing a livecast.

Recent appearances (permalink)



A grid of my books with Will Stahle covers..

Latest books (permalink)



A cardboard book box with the Macmillan logo.

Upcoming books (permalink)

  • "Unauthorized Bread": a middle-grades graphic novel adapted from my novella about refugees, toasters and DRM, FirstSecond, 2026

  • "Enshittification, Why Everything Suddenly Got Worse and What to Do About It" (the graphic novel), Firstsecond, 2026

  • "The Memex Method," Farrar, Straus, Giroux, 2026

  • "The Reverse-Centaur's Guide to AI," a short book about being a better AI critic, Farrar, Straus and Giroux, June 2026



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 (1037 words today, 5059 total)

  • "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.

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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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"When life gives you SARS, you make sarsaparilla" -Joey "Accordion Guy" DeVilla

READ CAREFULLY: By reading this, you agree, on behalf of your employer, to release me from all obligations and waivers arising from any and all NON-NEGOTIATED agreements, licenses, terms-of-service, shrinkwrap, clickwrap, browsewrap, confidentiality, non-disclosure, non-compete and acceptable use policies ("BOGUS AGREEMENTS") that I have entered into with your employer, its partners, licensors, agents and assigns, in perpetuity, without prejudice to my ongoing rights and privileges. You further represent that you have the authority to release me from any BOGUS AGREEMENTS on behalf of your employer.

ISSN: 3066-764X

Publié le 12.01.2026 à 17:01

Pluralistic: A winning trade war strategy for Canada (11 Jan 2026)


Today's links



A turn of the century Main Street, USA. Over the horizon looms a giant Canadian flag, made out of circuitry. In the foreground is a pixelboard sign reading 'U.S. BORDER CLOSED.'

A winning trade war strategy for Canada (permalink)

As the great Canadian philosopher Keanu Reeves averred in the 1994 public transportation documentary Speed, sometimes the winning move is to shoot the hostage.

That is: when your adversary has trapped you in a deadlock situation where neither of you can win, the winning move is to stop playing the game – rather, change the rules, and a bouquet of new moves will bloom.

Trump thinks he has Canada cornered, but we have a hell of a winning move. Unfortunately, we're not making it (yet).

Thus far, Canada's response to Trump's tariffs has been tit for tat: retaliatory tariffs. America smacked Canada's exports with tariffs, so Canada smacked the goods we import from the US with tariffs, too. This means that everything we buy in Canada is more expensive, which is certainly one way to punish Trump! It's like punching yourself in the face as hard as you can and waiting for the downstairs neighbour to say "ouch!"

https://pluralistic.net/2025/01/15/beauty-eh/#its-the-only-war-the-yankees-lost-except-for-vietnam-and-also-the-alamo-and-the-bay-of-ham

Not only are retaliatory tariffs bad for Canadians, they're also bad for the Americans who are also suffering under Trump. Rather than fostering an alliance with Americans against our common enemy – America's oligarchs and their god-king Trump – Canadians have declared war on all of our American cousins.

Take the decision to eschew delicious American bourbon and switch to Wayne Gretzky's undrinkable rye. Somewhere in a state that begins and ends with a vowel, there is a corn farmer who never did anything to hurt Canada who's suffering as a result of this decision. We get shitty booze, and he can't afford to make payments on his tractor. Everyone loses!

Now, it's a funny thing about that tractor. Chances are, it's made by John Deere, a rapacious ag-tech monopolist that bought out all its competitors and now screws farmers in every imaginable way. One particularly galling scam is how John Deere handles repair. Farmers typically repair their own tractors. After all, a tractor is a business-critical machine with a lot of moving parts that can fail in a million ways.

But after the farmer fixes their tractor, it will not work until they pay John Deere to send a technician to their farm to type an unlock code in the tractor's keyboard. This is a totally superfluous step, inserted solely to allow Deere to rip off their customers. Farmers have been fixing their own farm implements since the first plow – after all, when you need to bring the crops in and the storm is coming, you can't wait for a service call at the end of your lonely country road – but John Deere has declared the end of history. In John Deere's world, farmers can only use their tractors when an ag-tech monopolist says they can:

https://pluralistic.net/2022/08/15/deere-in-headlights/#doh-a-deere

No farmer wants this anti-feature in their tractor. In a normal world, someone would go into business selling farmers a kit to disable it. After all, this is all accomplished with software, and software is infinitely flexible. Every computable program can be executed on every computer. John Deere installed a 10-foot pile of shit in its tractor software, so someone else could go into business shipping 11-foot ladders made out of software that can be delivered instantaneously to anyone in the world with an internet connection and a payment method.

But we don't live in a normal world. We live in a fundamentally broken world. It's been broken since 1998, when Bill Clinton signed a law called the "Digital Millennium Copyright Act" (DMCA). Section 1201 of the DMCA establishes a felony, punishable by a 5-year sentence and a $500k fine, for anyone who "bypasses an access control" on a digital system. This means that if John Deere designs its tractors to ensure that incoming instructions were authorized by the company (say, a manufacturer's password that needs to be entered before you can update the software), then it is a felony to bypass that check. When John Deere puts one of these access controls in its tractor, it conjures up a new felony out of thin air, making it a literal crime for a farmer to modify their own tractor to work the way they want it to. It's what Jay Freeman calls "felony contempt of business model."

The US isn't the only country with a law like this – far from it! At the very instant Bill Clinton signed the DMCA, the US Trade Rep sent officials all over the world to bully America's trading partners into enacting their own version of this law, threatening them with tariffs unless they changed their national laws to make it a crime to fix the broken technology America shipped around the globe.

Which brings me back to Canada's retaliatory tariffs, those self-punishing, indiscriminate, ally-alienating tits-for-tat.

Canada presented no more of a challenge for the bullying US Trade Rep than any of those other countries. In 2012, two of Stephen Harper's ministers, James Moore and Tony Clement, rammed a carbon copy of DMCA 1201 through Parliament: Bill C-11, the Copyright Modernization Act:

https://pluralistic.net/2025/05/08/who-broke-the-internet/#bruce-lehman

C-11 was incredibly unpopular. Three earlier attempts to pass a law like this had failed, and in the end, Clement and Moore had to ignore their own consultation results and dismiss the thousands of respondents who wrote in to object to the bill as "babyish…radical extremists."

Harper, Clement and Moore whipped C-11 through Parliament because the US trade rep threatened them with tariffs unless the did so, and promised them tariff-free access to the US if they toed the line. Now that Trump has whacked Canada with tariffs, Canada should wipe this law off its books.

There's so many good domestic reasons to do this. Without C-11, Canadian companies could defend their fellow Canadians from American data-theft and cash ripoffs by making alternative clients, jailbreaks, and other add-ons that disenshittified America's defective tech:

https://pluralistic.net/2026/01/10/markets-are-regulations/#carney-found-a-spine

But today, I want to focus on how repealing C-11 would benefit America. You see, America's businesses – large and small – are victims of Big Tech's extraction. The Big Five publishers get screwed by Amazon, as do all the little indie publishers. Every games company gets screwed by Apple and Google, who suck 30 cents out of every dollar their customers spend in an app. Same goes for console games companies, who pay a 30% tax on every dollar they make on Xbox, Nintendo or Playstations (the exception, of course, is the games companies owned by Microsoft, Sony and Nintendo, who don't pay the 30% tax and can therefore always outcompete the independents).

Merchants who sell on Amazon pay a 50-60% junk fee tax. Businesses large and small are locked into cloud products from Microsoft, Oracle, and Google who are training their AIs on their corporate customers' proprietary data. Health providers are locked into Epic, the giant electronic health record monopolist, whose abuses are the stuff of legend:

https://pluralistic.net/2024/10/02/upcoded-to-death/#thanks-obama

Many (if not all) of these scams could be mitigated with new code. For example, anyone stuck paying the app taxes could offer mobile phone and console owners jailbreaks that install third-party app stores, and then offer discounts to anyone who uses them – if you're saving 30% on every payment, you can split those savings with your customers.

Merchants could list their products for sale directly on Amazon through app and website plugins, and get paid and fulfill them themselves:

https://pluralistic.net/2022/07/10/view-a-sku/

Performers and content creators could encourage their audiences to escape the platforms' inscrutable algorithms and install jailbroken apps that let users control their recommendations:

https://www.eff.org/deeplinks/2022/05/tracking-exposed-demanding-gods-explain-themselves

Social media startups could offer alt clients that let users who sign up see the messages posted by their friends on legacy platforms like Twitter and Facebook, and push replies to them:

https://pluralistic.net/2022/12/10/e2e/#the-censors-pen

Mechanics, farmers and repair depots who are locked out of diagnostics, who can't use generic parts, and can't initialize OEM parts without paying for a license could jailbreak their customers' devices for them and offer independent repair:

https://pluralistic.net/2023/09/22/vin-locking/#thought-differently

So think back to that corn farmer, currently wondering how to make tractor payments because Canadians are drinking Gretzky's shitty rye instead of delicious bourbon. Rather than pauperizing that blameless farmer, Canada could go into business selling him the tools to escape John Deere's rent-collecting repair racket, to extract all the soil condition data needed for precision agriculture, and to make use of competitors' front-ends (accessories that turn a tractor into a thresher or some other machine).

That farmer is getting screwed by Trump, just like Canadians. He's not a shareholder in Big Tech. He's not gonna be pissed off when Canada turns Big Tech's trillions into Canadian billions – not if he gets lower prices and more reliable technology as a result.

When I talk to Canadians about retaliating against the Trump tariffs by repealing our anti-jailbreaking law, they often express concern that this will make Trump even angrier at us. I mean, of course it will: literally anything that works will make Trump angry. I don't think that means we should only respond to the Trump tariffs with useless gestures.

If Canada goes into business rescuing Americans from their own tech companies, they will become our allies. If those companies depend on selling to the Canadian market to remain profitable, they will become our allies.

Trump is an autocrat, but he's not omnipotent. He's an old, sick man with white matter disease dementia who can't stay awake through a 10-minute briefing or remember what he was talking about from minute to minute. To pursue his agenda, he needs to hold his coalition together, and that's something he's getting progressively worse at as he slides towards his incipient death/permanent incapacity.

All Canada will get if it sticks with its current response to the tariffs is Gretzky's undrinkable novelty booze and the permanent enmity of American businesses. On the other hand, if Canada repeals its anti-circumvention law, we can make billions of dollars, destroy the profits of America's most important technological allies, liberate ourselves from America's defective technology, and forge a durable, powerful anti-Trump alliance with American firms who are preyed upon just as surely as Canadians are.

Let's shoot the hostage. Let's change the rules of the game. Let's break the deadlock. It's what Keanu would tell us to do.


Hey look at this (permalink)



A shelf of leatherbound history books with a gilt-stamped series title, 'The World's Famous Events.'

Object permanence (permalink)

#20yrsago Indie labels give free MP3s to customers who buy vinyl https://web.archive.org/web/20060111215100/https://www.eff.org/deeplinks/archives/004313.php

#20yrsago Hollywood’s Canadian politico lies about her approach to lawmaking https://web.archive.org/web/20110425163053/http://www.michaelgeist.ca/index.php?option=com_content&task=view&id=1071

#20yrsago Correcting the Record: Wikipedia vs The Register https://memex.craphound.com/2006/01/11/correcting-the-record-wikipedia-vs-the-register/

#20yrsago Hollywood’s MP denounces “users,” “EFF members” — video https://web.archive.org/web/20060323035434/http://accordionguy.blogware.com/blog/_archives/2006/1/12/1659162.html

#20yrsago My short-short story “Printcrime” in this week’s Nature magazine https://craphound.com/stories/2006/01/12/printcrime/#more

#15yrsago HOWTO teach your small children to swordfight https://reactormag.com/spec-fic-parenting-this-my-son-is-a-sword/

#15yrsago HOWTO make a secure, decentralized, human-readable name system http://www.aaronsw.com/weblog/squarezooko

#15yrsago Demon rug https://www.flickr.com/photos/missmonstermel/5346690831/in/photostream/

#15yrsago Jeff Koons claims to own all balloon dogs https://www.designboom.com/art/jeff-koons-can-one-copyright-a-balloon-animal/

#10yrsago Brewster Kahle remembers Aaron Swartz: “an open source life” https://www.aaronswartzday.org/brewster-sf-memorial/

#10yrsago Sympathetic Bernie Sanders profile in Bloomberg Businessweek https://www.bloomberg.com/features/2016-bernie-sanders-fundraising/

#10yrsago Internal documents from breathalyzer company Lifesaver dumped online https://web.archive.org/web/20160113075611/https://motherboard.vice.com/read/car-breathalyzer-company-gets-hacked-internal-docs-dumped-on-dark-web

#10yrsago How fraudsters’ call centers work https://krebsonsecurity.com/2016/01/a-look-inside-cybercriminal-call-centers/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+KrebsOnSecurity+(Krebs+on+Security)

#10yrsago Why all scientific diet research turns out to be bullshit https://fivethirtyeight.com/features/you-cant-trust-what-you-read-about-nutrition/?ex_cid=story-facebook

#10yrsago NSA says it will take four years to answer questions about its kids’ coloring book https://web.archive.org/web/20160114074709/https://motherboard.vice.com/read/the-nsa-told-me-it-needs-4-years-to-answer-a-foia-about-a-coloring-book

#10yrsago Bowie, Eno and serendipity https://www.ted.com/talks/tim_harford_how_frustration_can_make_us_more_creative

#10yrsago Chelsea Manning reviews book of Aaron Swartz’s writing https://medium.com/@xychelsea/remembering-aaron-swartz-94d204b9e190#.5fcfs5mby

#10yrsago WATCH: documentary on Walt Disney, the futurist https://www.youtube.com/watch?v=pwLznNpJz2I

#10yrsago Guns filled with guts: Anatomy of War https://www.noahscalin.com/#/anatomyofwar1/

#10yrsago Book says Daddy Koch built Nazi oil refinery & hired a Nazi nanny for his boys, who blackmailed their gay brother https://web.archive.org/web/20160114081716/https://www.washingtonpost.com/news/post-politics/wp/2016/01/11/new-book-father-of-politically-active-koch-brothers-built-a-refinery-for-the-nazis/

#10yrsago Rich Americans are embarrassed by Donald Trump https://web.archive.org/web/20160115052314/https://gawker.com/donald-trumps-personal-brand-is-slowly-excruciatingly-1752374812?utm_source=recirculation&utm_medium=recirculation&utm_campaign=tuesdayAM

#10yrsago New US law says kids can walk to school by themselves https://www.fastcompany.com/3055107/federal-law-now-says-kids-can-walk-to-school-alone

#10yrsago Toronto’s mayor demands an end to competition for fast, affordable broadband https://www.michaelgeist.ca/2016/01/why-mayors-john-tory-and-jim-watson-are-against-competition-for-access-to-affordable-fast-broadband/

#10yrsago Your smartwatch knows your ATM and phone PIN https://arxiv.org/pdf/1512.05616v1

#10yrsago Keep your scythe, the real green future is high-tech, democratic, and radical https://memex.craphound.com/2016/01/12/keep-your-scythe-the-real-green-future-is-high-tech-democratic-and-radical/

#10yrsago Will the W3C strike a bargain to save the Web from DRM? https://www.eff.org/deeplinks/2016/01/you-cant-destroy-village-save-it-w3c-vs-drm-round-two

#5yrsago Bunkered, infectious, maskless Republicans infected Congress https://pluralistic.net/2021/01/12/maskholio/#maskholes

#5yrsago Awful voting-machine demands silence https://pluralistic.net/2021/01/11/seeing-things/#ess

#5yrsago Weaponing and monetizing apophenia https://pluralistic.net/2021/01/11/seeing-things/#woo

#5yrsago DC's security theater panned https://pluralistic.net/2021/01/11/seeing-things/#curtain-call


Upcoming appearances (permalink)

A photo of me onstage, giving a speech, pounding the podium.

r



A screenshot of me at my desk, doing a livecast.

Recent appearances (permalink)



A grid of my books with Will Stahle covers..

Latest books (permalink)



A cardboard book box with the Macmillan logo.

Upcoming books (permalink)

  • "Unauthorized Bread": a middle-grades graphic novel adapted from my novella about refugees, toasters and DRM, FirstSecond, 2026

  • "Enshittification, Why Everything Suddenly Got Worse and What to Do About It" (the graphic novel), Firstsecond, 2026

  • "The Memex Method," Farrar, Straus, Giroux, 2026

  • "The Reverse-Centaur's Guide to AI," a short book about being a better AI critic, Farrar, Straus and Giroux, June 2026



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 ( words today, total)

  • "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.


How to get Pluralistic:

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"When life gives you SARS, you make sarsaparilla" -Joey "Accordion Guy" DeVilla

READ CAREFULLY: By reading this, you agree, on behalf of your employer, to release me from all obligations and waivers arising from any and all NON-NEGOTIATED agreements, licenses, terms-of-service, shrinkwrap, clickwrap, browsewrap, confidentiality, non-disclosure, non-compete and acceptable use policies ("BOGUS AGREEMENTS") that I have entered into with your employer, its partners, licensors, agents and assigns, in perpetuity, without prejudice to my ongoing rights and privileges. You further represent that you have the authority to release me from any BOGUS AGREEMENTS on behalf of your employer.

ISSN: 3066-764X

Publié le 10.01.2026 à 16:02

Pluralistic: Predistribution vs redistribution (Big Tech edition) (10 Jan 2026)


Today's links



A Canadian flag. The Maple Leaf has been replaced with a rotten apple. Crawling out of the apple is a woim. Over the apple is Apple's 'Think Different' wordmark. The woim is crawling through one of the 'e's.

Predistribution vs redistribution (Big Tech edition) (permalink)

All over the world, for all of this decade, governments have been trying to figure out how to rein in America's tech companies. During the Biden years, this seemed like a winner – after all, America was trying to tame its tech companies, too, with brave trustbusters like Lina Khan, Jonathan Kanter, Rohit Chopra and Tim Wu doing more work in four years than their predecessors had done in forty.

But under Trump, the US government has thrown its full weight into defending its tech companies' right to spy on and rip off everyone in the world (including Americans, of course). It's not hard to understand how Big Tech earned Trump's loyalty: from the tech CEOs who personally paid a million dollars each to sit behind Trump on the inauguration dais; to Apple CEO Tim Cook hand-assembling a gold participation trophy for Trump on camera; to Zuckerberg firing all his fact-checkers; to the seven-figure contributions that tech companies made to Trump's Epstein Memorial Ballroom at the White House. Trump is defending America's tech companies because they've bribed him, personally, to do so.

Given that these companies are so much larger than most world governments, this poses a serious barrier to the kind of enforcement that world governments have tried. What's the point of fining Apple billions of Euros if they refuse to pay? What's the point of ordering Apple to open up its App Store if it just refuses?

But here's the thing: most of these enforcement actions have been redistributive. In effect, lawmakers and regulators are saying to America's tech giants, We know you've stolen a bunch of money and data from our people, and now we want you to give some of it back. There's nothing inherently wrong with redistribution, but redistribution will never be as powerful or effective as predistribution – that is, preventing tech companies from stealing data and money in the first place.

Take Big Tech's relationship to the world's news media. All over the world, media companies have been skeletonized by collapsing ad revenues and even where they can get paid subscribers, tech giants rake off huge junk fees from every subscriber payment. Reaching new or existing subscribers is also increasingly expensive, as tech platforms algorithmically suppress the reach of media companies' posts, even for subscribers who've asked to see their feeds, and which lets the platforms charge more junk fees to "boost" content.

Countries all over the world – Australia, Germany, Spain, France, Canada – have arrived at the same solution to this problem: imposing "link taxes" that require tech companies to pay for the privilege of linking to the news or allowing their users to discuss the news. This is pure redistribution: tech stole money from the media companies, so governments are making them give some of that money back.

It hasn't worked. First of all, the thing tech steals from the news isn't the news, it's money. Helping people find and discuss the news isn't theft. News you're not allowed to find or discuss isn't news at all – that's a secret.

Meanwhile, tech companies have an easy way to escape the link tax: they can just ban links to the news on their platform. That's what Meta did in Canada, which means that Canadians on Instagram and Facebook no longer see the actual news, just far-right "influencer" content. Even when tech companies do pay the link tax, the results are far from ideal: in Canada, Google has become a partner of news outlets, which compromises their ability to report on Google's activities. Shortly after Google promised millions to the Toronto Star, the paper dropped its award-winning, hard-hitting "Defanging Big Tech" investigative series. Given that Google came within centimeters of stealing most of downtown Toronto just a few years ago, we can hardly afford to have the city's largest newspaper climb into bed with the company:

https://memex.craphound.com/2019/10/31/leaked-document-reveals-that-sidewalk-labs-toronto-plans-for-private-taxation-private-roads-charter-schools-corporate-cops-and-judges-and-punishment-for-people-who-choose-privacy/

Worse still: any effort to make Big Tech poorer – by curbing its predatory acquisition of our data and money – reduces its ability to pay the link tax, which means that, under a link tax, the media's future depends on Big Tech being able to go on ripping us off.

All of which is not to say that Big Tech should be allowed to go on ripping off the media. Rather, it's to argue that we should stop tech from ripping off Canadians in the first place, as a superior alternative to asking Big Tech to remit a small share of the booty to a few lucky victims.

Together, Meta and Google take 51 cents out of every advertising dollar. This is a huge share. Before the rise of surveillance advertising, the ad industry's share of advertising dollars amounted to about 15%. The Meta/Google ad-tech duopoly has cornered the ad market, and they illegally colluded to rig it, which allows them to steal billions from media outlets, all around the world:

https://en.wikipedia.org/wiki/Jedi_Blue

What would a predistribution approach to ad-tech look like? Canada could ban the collection and sale of consumer data outright, and punish any domestic firm that collects consumer data, which would choke off much of the supply of data that feeds the ad-tech market.

Canada could also repeal its wildly unpopular "anticircumvention" law, The Copyright Modernisation Act of 2012 (Bill C-11), which was passed despite the public's overwhelming negative response to a consultation on the bill:

https://pluralistic.net/2024/11/15/radical-extremists/#sex-pest

Under this law, it's illegal for Canadian companies to reverse engineer and modify America's tech exports. This means that Canadian companies can't go into business selling an alternative Facebook client that blocks all the surveillance advertising and restores access to the news, and offers non-surveillant, content-based ways for other Canadian businesses to advertise:

https://www.eff.org/deeplinks/2023/05/save-news-we-must-ban-surveillance-advertising

Repealing Bill C-11 would also allow Canadian companies to offer alternative app stores for phones and consoles. Google and Apple have a duopoly on mobile apps, and the two companies have rigged the market to take 30% of every in-app payment. The actual cost of processing a payment is less than 1%. This means that 30 cents out of every in-app subscriber dollar sent to a Canadian news outlet is shipped south to Cupertino or Mountain View. Legalizing made-in-Canada app stores, installed without permission from Apple or Google, would stop those dollars from being extracted in the first place. And not just media companies, of course – the app tax is paid by performers, software authors, and manufacturers. Extend the program to include games consoles and Canada's game companies would be rescued from Microsoft and Nintendo's own app tax, which also runs to 30%.

But a C-11 repeal wouldn't merely safeguard Canadian dollars – it would also safeguard Canadian data. Our mobile phones collect and transmit mountains of data about us and our activities. Yes, even Apple's products – despite the company's high-flying rhetoric about its respect for your privacy, the company spies on everything you do with your phone and sells access to that data to advertisers. Apple doesn't offer any way to opt out of this, and lied about it when they were caught doing it:

https://pluralistic.net/2022/11/14/luxury-surveillance/#liar-liar

These companies will not voluntarily stop stealing our data. That's the lesson of nine years under the EU's GDPR, a landmark, strong privacy law that US tech companies simply refuse to obey. And because they claim to be headquartered in Ireland (because Ireland lets them cheat on their taxes) and because they have captured the Irish state, they are able to simply flout the law:

https://pluralistic.net/2025/12/01/erin-go-blagged/#big-tech-omerta

Telling Big Tech not to gather our data is redistribution. So is dictating how they can use it after they collect it. The predistribution version of this is modifying our devices so that they don't gather or leak our data in the first place.

Big Tech is able to suck up so much of our data because anticircumvention law – like Canada's Bill C-11, or Article 6 of the EU Copyright Directive – makes it illegal to modify your phone so that it blocks digital spying, preventing the collection and transmission of your data.

Repeal anticircumvention law and businesses could offer Canadians (or Europeans) (or anyone in the world with a credit card and an internet connection) a product that blocks surveillance on their devices. More than half of all web users have installed an ad-blocker for their browser (which offers significant surveillance protection), but no one can install anything like this on their phones (or smart TVs, or smart doorbells, or other gadgets) because anticircumvention law criminalizes this act.

Big Tech are notorious tax cheats, colluding with captured governments like the Irish state to avoid taxes worldwide. Canada tried to pass a "digital service tax" that would make the US pay a small share of the tax it evades in Canada. Trump went bananas and threatened to hit the country with (more) tariffs, and Canada folded.

Tax is redistributive and getting money back from American companies after they steal it from Canadians is much harder than simply arranging the system so it's much harder for American companies to steal from Canadians in the first place. Blocking spying, clawing back the app tax, unrigging the ad market – these are all predistributive rather than redistributive.

So is selling alternative clients for legacy social media products like Facebook and Twitter – clients that unrig their algorithms and let Canadians see the news they've subscribed to, so they can't be used as hostages to extract "boosting" fees from media outlets who want to reach their own subscribers.

Canada's redistribution efforts have been a consistent failure. Canada keeps trying to get streaming companies like Netflix to include more Canadian content in their offerings and search results. Legalize jailbreaking and a Canadian company could start selling an alternative client that lets you search all your streaming services at once, mixing in results from Canadian media companies and archives like the National Film Board – all while blocking surveillance by the tech giants. This client could also incorporate a PVR, so you could record shows to watch later, without worrying about the tech giants making your favorite program vanish. Remember, if it's legal to record a show from broadcast or cable with a VCR or a Tivo, it's legal to record it from a streaming service with an app.

These predistribution tactics don't rely on US tech companies obeying Canada's orders. Instead, they take away American companies' ability to use Canada's courts and law enforcement apparatus to shut down Canadian competitors who disenshittify America's spying, stealing tech exports. Canada may not be able to push Google or Apple or Facebook around, but Canada can always decide whether Google or Apple or Facebook can use its courts to push Canadian competitors around.

Back in December, when Trump started threatening (again) to invade Canada and take over the country, Prime Minister Mark Carney broke off trade talks. Those talks are slated to begin again in a matter of days:

https://www.detroitnews.com/story/business/2025/12/19/canada-u-s-to-start-talks-to-review-free-trade-deal-in-mid-january/87843153007/

Getting Trump to deal fairly with Canada is just as unlikely as getting Trump's tech companies to give Canadians a fair shake. Canada isn't going to win the trade war with an agreement. Canada will win the trade war by winning: with Made-in-Canada tech products that turn America's stolen trillions into Canadian billions, to be divided up among Canadian tech businesses (who will reap profits) and the Canadian public (who will reap savings).

(Image: Dietrich Krieger, CC BY-SA 4.0; Tiia Monto, CC BY 4.0, modified)


Hey look at this (permalink)



A shelf of leatherbound history books with a gilt-stamped series title, 'The World's Famous Events.'

Object permanence (permalink)

#20yrsago HOWTO convert an Oral B flosser into a vibrating lockpick https://web.archive.org/web/20060113090614/http://www.inventgeek.com/Projects/lockpick/lockpick.aspx

#20yrsago Levi’s to ship iPod jeans https://web.archive.org/web/20060113045708/https://www.popgadget.net/2006/01/levis_ipod_jean.php

#20yrsago Chumbawamba: Why we don’t use DRM on our CDs https://web.archive.org/web/20060112044019/http://www.chumba.com/Chumbawambacopyprotect1.html

#20yrsago UK Parliamentarians demand WiFi https://www.cnet.com/home/internet/british-parliament-members-demand-wi-fi-access/

#15yrsago Sue Townsend talks Adrian Mole with the Guardian book-club https://www.theguardian.com/books/audio/2011/jan/10/sue-townsend-adrian-mole-book-club

#15yrsago Major record labels forced to pay CAD$45M to ripped-off musicians https://web.archive.org/web/20110112055510/https://www.michaelgeist.ca/content/view/5563/125/

#10yrsago Why Americans can’t stop working: the poor can’t afford to, and the rich are enjoying themselves https://www.theatlantic.com/business/archive/2016/01/inequality-work-hours/422775/

#10yrsago Juniper blinks: firewall will nuke the NSA’s favorite random number generator https://www.reuters.com/article/us-spying-juniper-idUSKBN0UN07520160109/

#5yrsago Impeachment and realignment https://pluralistic.net/2021/01/10/realignments/#realignments

#5yrsago Busting myths about the Night of the Short Fingers https://pluralistic.net/2021/01/10/realignments/#mythbusting


Upcoming appearances (permalink)

A photo of me onstage, giving a speech, pounding the podium.



A screenshot of me at my desk, doing a livecast.

Recent appearances (permalink)



A grid of my books with Will Stahle covers..

Latest books (permalink)



A cardboard book box with the Macmillan logo.

Upcoming books (permalink)

  • "Unauthorized Bread": a middle-grades graphic novel adapted from my novella about refugees, toasters and DRM, FirstSecond, 2026

  • "Enshittification, Why Everything Suddenly Got Worse and What to Do About It" (the graphic novel), Firstsecond, 2026

  • "The Memex Method," Farrar, Straus, Giroux, 2026

  • "The Reverse-Centaur's Guide to AI," a short book about being a better AI critic, Farrar, Straus and Giroux, June 2026



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 (1008 words today, 4020 total)

  • "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.


How to get Pluralistic:

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"When life gives you SARS, you make sarsaparilla" -Joey "Accordion Guy" DeVilla

READ CAREFULLY: By reading this, you agree, on behalf of your employer, to release me from all obligations and waivers arising from any and all NON-NEGOTIATED agreements, licenses, terms-of-service, shrinkwrap, clickwrap, browsewrap, confidentiality, non-disclosure, non-compete and acceptable use policies ("BOGUS AGREEMENTS") that I have entered into with your employer, its partners, licensors, agents and assigns, in perpetuity, without prejudice to my ongoing rights and privileges. You further represent that you have the authority to release me from any BOGUS AGREEMENTS on behalf of your employer.

ISSN: 3066-764X

Publié le 09.01.2026 à 15:59

Pluralistic: bunnie's piggyback hack (09 Jan 2026)


Today's links



A slide from bunnie Huang's 39C3 talk.

bunnie's piggyback hack (permalink)

If Andrew "bunnie" Huang didn't actually exist, I'd swear he was a character out of a(n extraordinarily technologically well-informed) cyberpunk novel. Every time I interact with this legendary hardware hacker, he blows my mind with some incredible project or insight that permanently alters how I think about technology.

I first met bunnie when he came to EFF for help with the threats he'd received from Microsoft. At the time, bunnie was an electrical engineering grad student at MIT, and he'd taken the bootloader locks on the new Xbox platform as a personal affront and challenge. He applied his prodigious skill and talent to these digital handcuffs, and in short order, he had broken the Xbox and installed Linux on it. MIT's general counsel immediately washed its hands of any responsibility to defend this young grad student from bullying by a corporate monopolist, hanging him out to dry. So he turned to us – and we got his back. You can read all about it in Hacking the Xbox, his canonical work about hardware hacking and technological freedom (it's free!):

https://bunniefoo.com/nostarch/HackingTheXbox_Free.pdf

In the many years since, I've been lucky enough to count bunnie as a friend, colleague and comrade, albeit one I only physically run into every year or so, usually at some tech event or on the playa at Burning Man, where he still camps with the MIT crew at The Institute.

I just got to see bunnie in person again, over Christmas week at the Chaos Communications Congress in Hamburg. He gave a late-night presentation with his collaborator Sean "xobs" Cross, entitled "Xous: A Pure-Rust Rethink of the Embedded Operating System":

https://www.youtube.com/watch?v=BbWWGkyIBGM

Don't let the technical-sounding title intimidate you! This was a banger of a talk, and as with every bunnie Huang production, it left a pleasant and persistent aftertaste.

The background for this talk is bunnie's obsession with building a trustworthy computer. For decades, bunnie has been chasing the dream of a computer whose every component – operating system, drivers, firmware, and hardware designs – are open to inspection. Bunnie's reasoning here is that anything that can't be inspected (and, by extension, modified) by its users is a spot where bad guys can hide bad stuff, and where lurking bugs can fester until they are exploited by bad guys. Remember the spectacular (and still mysterious) claims that Apple's servers had all been compromised with minuscule hardware bugs? The single best explanation of that you will find comes from bunnie:

https://www.youtube.com/watch?v=RqQhWitJ1As

Bunnie was doing all this before there was an "open source hardware" movement, and he remains at its vanguard. His "Precursor" project is a reference hardware platform where every component is open to inspection and modification, from the chassis to the random number generator:

https://www.bunniestudios.com/blog/category/betrusted/precursor/

One area of especial concern and interest for bunnie is the promise and peril of the "system-on-a-chip" (SoC). This is exactly what it sounds like: a cheap chip that incorporates everything you need to do full-fledged computing, including interfaces and drivers for networks, screens, peripherals, etc. SoCs are ubiquitous. You find them in things like individual car engine components and inkjet printer cartridges, and each one is a whole-ass computer, capable of running some really ugly malware.

As bunnie explained back in 2020, there are two problems with SoCs: first, they are packaged such that the silicon traces inside of them can't be readily inspected, and second, they are so expensive to fabricate that someone like bunnie can't possibly come up with the millions needed to make an open, trustworthy, inspectable alternative:

https://pluralistic.net/2020/11/10/dark-matter/#precursor

That's where bunnie's CCC talk comes in. The chips that SoCs are etched upon have lots of space (relatively speaking – we're talking about nanometer-scale circuits, after all). Even after an SoC designer packs in a ton of extra traces to handle oddball applications, the chip is still mostly "dark matter" – blank silicon.

The first half of bunnie and xobs's talk concerns itself with "Xous," a secure operating system for an SoC, written in Rust. But the second half of the talk tackles the problem of procuring an SoC that you can trust to run Xous on. That's where this dark matter comes in.

Bunnie's day-job is consulting on extremely gnarly, high-stakes, high-value hardware design and manufacturing, so naturally, he's got lots of clients and contacts in the SoC manufacturing world. He approached one of these companies with a proposal: let me tape out a whole separate chip that fits in the dark matter for one of your upcoming chips. Adding these traces adds virtually no cost to the production, and adding bunnie's chips to the production run actually saves the manufacturer money, because the prices drop when the quantities increase.

The idea is to put two chips on the chip, and badge most of them with the OEM's branding, while a small rump of the chips will have bunnie's branding (he calls it the Baochip). On bunnie's chips, the traces to the OEM chip will be physically cut, meaning that the Baochips will just be Baochips – the original chip will be inaccessible and unusable.

What's more, bunnie didn't just fit one chip into the OEM's "dark matter" – he fit five separate, specialized SoCs into the unused space. Remember, the beauty of SoCs is that once they're taped out and sent to production, the cost of an actual chip is peanuts, meaning that these Baochips are cheap as hell.

Even better: the traces on these chips are scaled to be readily inspected using relatively low-cost equipment, meaning that many parties around the world can grab one of these chips, stick it in a machine, and compare the traces on the chip to the free, open sourcefile that was used to produce it, confirming that there are no nasty surprises lurking inside.

This was such an exciting talk, and as I sat through it, I had this nagging feeling that it reminded me of something else I'd learned about years before, though I couldn't quite place it. Finally, as bunnie and xobs were stepping off the stage, I had it – it reminded me of another bunnie talk I'd seen – this one at The Institute, the MIT Burning Man camp, more than a decade prior.

Back in 2015, bunnie designed and built a set of really cool, wearable radio-linked badges for his campmates, which would help them locate one another on the playa at night. These badges were really cool – they used a genetic algorithm to "have sex" with one another and mutate their color patterns. Bunnie even worked in a "consent" mechanism!

https://www.bunniestudios.com/blog/2015/sex-circuits-deep-house/

But the really cool part that stuck with me was the manufacturing story. Bunnie wanted to fabricate custom injection-molded plastic enclosures for these pendants, but injection molding – like chip design – is a mass production phenomenon, with sky-high setup costs and incredibly cheap per-unit costs thereafter.

So (and this might sound familiar) bunnie reached out to a die-maker that he worked with in China and said, "Hey, the next time you're contracted to mill out a die for a client, let me know if there's any extra space on the face of the die, and I'll provide you with a shapefile you can carve out of this 'dark matter.'" This doesn't add any cost to the die setup, and it means that bunnie can run just a couple dozen injection-molded, custom cases at a cost of pennies per unit.

I grabbed bunnie later that night and mentioned this old Burning Man project to him and he said, "You know, I haven't ever thought of it, but you're right, there's definitely a throughline between the two projects."

I asked him what he called this technique and he shrugged and said he didn't really have a name for it, but he thought of it as "piggybacking," which seems like a good name to me.

It seems to me that these two kinds of manufacturing can't be the only ones that can be "piggybacked" onto. That's what motivated me to write this post – to get people thinking about these high-setup/low-unit cost production types that might be piggybacked for small batch, delightful projects like bunnie's.

Well, that, and just to do one of my periodic bunnie Huang appreciation posts. If there's one person that I'd recommend people pay more attention to, it's him. He's also a terrific communicator, and an indecently great writer. My readers might be familiar with him thanks to the afterword he contributed to Little Brother:

https://craphound.com/littlebrother/download/

More recently, he wrote a fantastic intro for last year's Science Comics Computers: How Digital Computers Work, a brilliant middle-grades graphic novel that uses steampunk dinosaurs to explain digital logic and the building blocks of computation:

https://pluralistic.net/2025/11/05/xor-xand-xnor-nand-nor/#brawniac

He also co-authored a fascinating research paper with Edward Snowden, after the two of them collaborated on a daughter-board that spots otherwise untraceable malware:

https://assets.pubpub.org/aacpjrja/AgainstTheLaw-CounteringLawfulAbusesofDigitalSurveillance.pdf

Again, my readers will recognize this as a gimmick from my 2020 novel Attack Surface (a Little Brother novel for adults):

https://us.macmillan.com/books/9781250757517/attacksurface/

That's not bunnie's only sweet hardware hack, of course. Check out the insanely clever design for a contact-tracing dongle he prototyped for the EU in 2020:

https://pluralistic.net/2020/06/23/cryptocidal-maniacs/#trace-together

But really, you owe it to yourself to read bunnie at book length, and his best book is 2016's The Hardware Hacker, a tour-de-force, lay-friendly exegesis on the theory and practice of hardware hacking:

https://memex.craphound.com/2016/12/30/the-hardware-hacker-bunnie-huangs-tour-de-force-on-hardware-hacking-reverse-engineering-china-manufacturing-innovation-and-biohacking/


Hey look at this (permalink)



A shelf of leatherbound history books with a gilt-stamped series title, 'The World's Famous Events.'

Object permanence (permalink)

#20yrsago John McDaid’s brilliant sf story Keyboard Practice free online https://web.archive.org/web/20060112044109/https://www.sfsite.com/fsf/fiction/jm01.htm

#20yrsago Pledge to boycott DRM CDs https://web.archive.org/web/20060112061657/http://www.pledgebank.com/boycottdrm

#20yrsago Hollywood’s Canadian MP claims she’s no dirtier than the rest https://memex.craphound.com/2006/01/08/hollywoods-canadian-mp-claims-shes-no-dirtier-than-the-rest/

#10yrsago Gene Luen Yang’s inaugural speech as National Ambassador for Young People’s Literature https://memex.craphound.com/2016/01/08/gene-luen-yangs-inaugural-speech-as-national-ambassador-for-young-peoples-literature/

#10yrsago Menstruation is the mother of invention https://lastwordonnothing.com/2016/01/07/the-wonderful-world-of-period-patents/

#10yrsago Juniper’s products are still insecure; more evidence that the company was complicit https://www.wired.com/2016/01/new-discovery-around-juniper-backdoor-raises-more-questions-about-the-company/

#10yrsago Red-baiting water speculator plans to drain the Mojave of its ancient water https://www.wired.com/2016/01/the-2-4-billion-plan-to-water-la-by-draining-the-mojave/?mbid=social_alleniverson


Upcoming appearances (permalink)

A photo of me onstage, giving a speech, pounding the podium.



A screenshot of me at my desk, doing a livecast.

Recent appearances (permalink)



A grid of my books with Will Stahle covers..

Latest books (permalink)



A cardboard book box with the Macmillan logo.

Upcoming books (permalink)

  • "Unauthorized Bread": a middle-grades graphic novel adapted from my novella about refugees, toasters and DRM, FirstSecond, 2026

  • "Enshittification, Why Everything Suddenly Got Worse and What to Do About It" (the graphic novel), Firstsecond, 2026

  • "The Memex Method," Farrar, Straus, Giroux, 2026

  • "The Reverse-Centaur's Guide to AI," a short book about being a better AI critic, Farrar, Straus and Giroux, June 2026



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 ( words today, total)

  • "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.


How to get Pluralistic:

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"When life gives you SARS, you make sarsaparilla" -Joey "Accordion Guy" DeVilla

READ CAREFULLY: By reading this, you agree, on behalf of your employer, to release me from all obligations and waivers arising from any and all NON-NEGOTIATED agreements, licenses, terms-of-service, shrinkwrap, clickwrap, browsewrap, confidentiality, non-disclosure, non-compete and acceptable use policies ("BOGUS AGREEMENTS") that I have entered into with your employer, its partners, licensors, agents and assigns, in perpetuity, without prejudice to my ongoing rights and privileges. You further represent that you have the authority to release me from any BOGUS AGREEMENTS on behalf of your employer.

ISSN: 3066-764X

Publié le 08.01.2026 à 14:30

Pluralistic: Where did the money go? (08 Jan 2026)


Today's links



A US$100 bill, tinted red; the face of Ben Franklin has been replaced with the hostile red eye of HAL 9000 from Stanley Kubrick's '2001: A Space Odyssey.'

Where did the money go? (permalink)

America is trudging through its third consecutive K-shaped recovery (an economic rally where the rich get richer and everyone else gets poorer). The rich have never been richer, and the debt-fueled consumption that kept the economy going is tapering down to a trickle.

This isn't down to the iron laws of economics or the great forces of history. It's because we made rules that let rich people steal from everyone else, including local, state and federal tax authorities, and also workers, customers and suppliers (and society at large). From junk fees to wage theft to greedflation, politicians have thumbed the scales in favor of scumbags who drain the wealth of workers and remit it to parasites.

These crooks and hustlers keep coming up with ways to squeeze a few more drops out of us. They come up with gimmicks like buy now/pay later (and then slam us with massive fees when we can't pay later), or margin-based gambling on cryptocurrency or "prediction markets," both of which are crooked poker tables where you are always the sucker and the house always wins.

The Trump administration didn't invent the idea of government-supported scams and hustles, but they sure supercharged it. Trump rips off his supporters like crazy – as anyone who's long on $TRUMPcoin knows – and surrounds himself with "businessmen" notorious for scamming workers, customers, and the government itself.

But even as Trump throws his support behind hustlers and con artists, he's also backing debt-collectors, whether they're chasing student debt, medical debt, or the spiraling penalties for missing the fourth payment on your Klarna.

Broadly, these are the two industries in America now: scammers who put Americans into debt, and industries who torment Americans into paying the debt. And while these two industries represent a moral crisis for the nation, they also represent an economic crisis, because they are at irreconcilable odds with one another.

If you're in the business of scamming Americans so they go into debt, you want your suckers to have money (so they can give it to you). But if you're in the business of collecting the losses that Americans incur at the hands of scammers, then you're at odds with those scammers themselves – every dollar you collect on the debt from the last scam is a dollar that can't be lost to the next scam.

This is what gave us the Great Financial Crisis: scumbag bankers tricked people into taking out unsustainable mortgages whose "teaser rates" would blow up after a couple years to levels that the borrower couldn't possibly pay back. But the lenders didn't care, because they were only "loan originators" who could pass those loans off to "investors" via exotic financial instruments. These two groups had an irreconcilable conflict: the people making the loans could only keep their scam going so long as the people collecting the loans didn't demand repayment.

But these two groups – scammers and arm-breakers – aren't the only two groups in the economy. There's a third group that you might call, "People who want to make useful things that we like and pay for." This third group is at odds with both the scammers and the arm-breakers, because their potential customers are being tricked (by scammers) and bankrupted (by arm-breakers).

Say you want to go into business renting hotel rooms to people at reasonable rates. You're an honest sort, so you list your room prices right there on your site. But the scumbags you're competing with want to rip people off, so they list a lower price than yours, and then whack the customer with junk fees at check-in that make their room more expensive than yours.

What's more, the scumbags make so much money that they can bribe the handful of dominant travel sites (which are all owned by one of two massive private-equity backed rollups) to list their hotels ahead of yours. They might not like paying bribes – in fact, they probably hate it – but they're willing to part with some of that hard-won ripoff money to keep the money-machine going. Besides, they can make up the difference with more junk fees. Whaddya gonna do, walk away from your nonrefundable, prepaid reservation and try and get a last-minute booking in a strange city?

Societally speaking, the problem is that economic growth only comes from the third group. They're the ones inventing new categories of (useful) products and services that delight their customers and enrich their workers and shareholders (who then buy more things in the economy, keeping the virtuous cycle going).

This festering economic zit is finally coming to a head with AI, whose most profitable use is in predicting how much a vendor can charge you – or how little a boss can pay you – without you walking away from the table:

https://www.reddit.com/r/shitrentals/comments/1q38sh4/if_you_get_promoted_at_work_keep_it_a_secret_from/

AI's most enthusiastic customers, meanwhile, are bosses who dream of firing most of their workers and using the ensuing terror to force down the wages of the remaining workers:

https://pluralistic.net/2026/01/05/fisher-price-steering-wheel/#billionaire-solipsism

If the average American is a squeezed-flat toothpaste tube that's been drained of all its readily extractable contents, then AI is the scissors that slit the tube up the side so that the very last dregs can be scraped out.

As Anil Dash put it,

Those niceties that everybody loved, like great healthcare and decent benefits, were identified by the people running the big tech companies as “market inefficiencies” which indicated some wealth was going to you that should have been going to them.

https://www.anildash.com/2026/01/06/500k-tech-workers-laid-off/

The scammer/arm-breaker economy is fundamentally extractive. When a private equity fund buys a company, sells off its assets, declares a special dividend and gives the proceeds to itself, and pronounces the company to have been "right-sized" because now it has to rent the things it used to own, they are setting that company up to fail. All it takes is one rent-shock or a couple bad quarters and a once-healthy business will fall over:

https://pluralistic.net/2024/05/23/spineless/#invertebrates

Looking at America, it's hard not to ask, "Where did all the money go?" Where did free state college tuition, excellent public libraries, public housing, transit, fully staffed national parks and air-traffic control towers all go? Why can't we fix the potholes? How is it that a country that once electrified itself from top to bottom and sea to sea can't figure out how to run fiber lines to the same roofs where all those power lines connect?

It's because the system is organized around cheaters and arm-breakers. The Heritage Foundation – architects of Trump's Project 2025 – were founded and funded by Jay Van Andel and Rich DeVos, the guys who made their billions running Amway, a pyramid scheme that was legalized by their pet Congressman, Gerry Ford, shortly after he became president:

https://pluralistic.net/2025/05/05/free-enterprise-system/#amway-or-the-highway

The nation's system has been colonized and is being operated by people whose institutional home was created by pyramid-scheme hucksters. Why doesn't Trump's administration care about scam ads on Twitter and Facebook that clean out the very same Boomers who voted him into office? Because Trump's ideological project was founded by actual, non-metaphorical, non-hyperbolic con artists.

That's where the money went. Smart people keep asking how Trump plans on stealing Venezuela's oil when the country is in a state of shambolic collapse and its people are starving? Who will invest hundreds of billions of dollars in new equipment when every dollar spent on capital will require a dollar for a gunman to keep it from being stolen and sold for food?

You could ask the same question about America. In a country where we've literally legalized bribery, who wants to invest in productive businesses?

https://www.youtube.com/watch?v=VX9Ej0L6rGk

America's crisis is the world's opportunity. A chaotic mess of cyberwarfare, trade war, and invasions means that America is no longer your ally or your trading partner – it's a threat.

To neutralize that threat, we must take away the money (and thus the power) of America's oligarchs. We start down that path by changing the international laws – passed at the insistence of the US over the past 25 years – that ban foreign tech companies from modifying America's tech products.

Once other countries' companies start producing the tools that let farmers fix their tractors, that let games publishers sell outside of the official ripoff app stores, that let merchants avoid the Amazon tax, they will not only reap billions of dollars, they will also create a market that favors good products, rather than scams:

https://pluralistic.net/2026/01/01/39c3/#the-new-coalition

America's largest companies have amassed trillions by robbing Americans (first) and then everyone else (once the US trade rep got laws passed that prevented non-US tech companies from making defensive products). The project of the next ten years is to convert those trillions to billions (in profits for companies that disenshittify America's defective technology – and in savings for people who use those tools to escape America's scam economy).

The beneficiaries of this program aren't limited to the investors in foreign tech companies, nor their overseas customers. Americans will also benefit from this technology, because Americans were the first victims of the US scam economy. Everyday Americans pay the app tax, the Amazon tax, the streaming tax, the Apple tax, the Google tax, the Microsoft tax. Supply Americans with the digital arms to resist these corporate raids, and they will stage a tax revolt (a thing that Americans are remarkably good at).

Escaping oligarchy, escaping the climate emergency, escaping economic desperation: these goals require doing things and making things. They require real products and services, they require real infrastructure and tools. By and large people would rather have real things than scams.

Ponzi America is breaking down. It's run out of suckers.

We just can't afford to structure our economy like an Amway downline anymore. We never could.

(Image: Cryteria, CC BY 3.0, modified)


Hey look at this (permalink)



A shelf of leatherbound history books with a gilt-stamped series title, 'The World's Famous Events.'

Object permanence (permalink)

#10yrsago Caught lying by an EFF investigation, T-Mobile CEO turns sweary https://www.theverge.com/2016/1/7/10733298/john-legere-binge-on-lie

#10yrsago Code for America’s year in civic tech https://web.archive.org/web/20160811012751/https://www.codeforamerica.org/blog/2015/12/22/this-year-in-civic-tech-2015-in-review/

#10yrsago Flying while trans: still unbelievably horrible https://trans-fusion.blogspot.com/2016/01/traveling-while-trans-false-promise-of.html

#10yrsago Resilience over rigidity: how to solve tomorrow’s computer problems today https://locusmag.com/feature/cory-doctorow-wicked-problems-resilience-through-sensing/

#10yrsago Dear Comcast: broadband isn’t gasoline https://www.techdirt.com/2016/01/07/with-fixed-costs-fat-margins-comcasts-broadband-cap-justifications-are-total-bullshit/

#10yrsago High-rez trip through Florida’s Haunted Mansion with a low-light filter https://www.youtube.com/watch?v=ZKVd-xwxgJs

#5yrsago Revolutionary Colossus https://pluralistic.net/2021/01/07/revolutionary-colossus/#1776


Upcoming appearances (permalink)

A photo of me onstage, giving a speech, pounding the podium.



A screenshot of me at my desk, doing a livecast.

Recent appearances (permalink)



A grid of my books with Will Stahle covers..

Latest books (permalink)



A cardboard book box with the Macmillan logo.

Upcoming books (permalink)

  • "Unauthorized Bread": a middle-grades graphic novel adapted from my novella about refugees, toasters and DRM, FirstSecond, 2026

  • "Enshittification, Why Everything Suddenly Got Worse and What to Do About It" (the graphic novel), Firstsecond, 2026

  • "The Memex Method," Farrar, Straus, Giroux, 2026

  • "The Reverse-Centaur's Guide to AI," a short book about being a better AI critic, Farrar, Straus and Giroux, June 2026



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 (1003 words today, 2023 total)

  • "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.


How to get Pluralistic:

Blog (no ads, tracking, or data-collection):

Pluralistic.net

Newsletter (no ads, tracking, or data-collection):

https://pluralistic.net/plura-list

Mastodon (no ads, tracking, or data-collection):

https://mamot.fr/@pluralistic

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https://doctorow.medium.com/

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Tumblr (mass-scale, unrestricted, third-party surveillance and advertising):

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"When life gives you SARS, you make sarsaparilla" -Joey "Accordion Guy" DeVilla

READ CAREFULLY: By reading this, you agree, on behalf of your employer, to release me from all obligations and waivers arising from any and all NON-NEGOTIATED agreements, licenses, terms-of-service, shrinkwrap, clickwrap, browsewrap, confidentiality, non-disclosure, non-compete and acceptable use policies ("BOGUS AGREEMENTS") that I have entered into with your employer, its partners, licensors, agents and assigns, in perpetuity, without prejudice to my ongoing rights and privileges. You further represent that you have the authority to release me from any BOGUS AGREEMENTS on behalf of your employer.

ISSN: 3066-764X

Publié le 07.01.2026 à 15:55

Pluralistic: Writing vs AI (07 Jan 2026)


Today's links

  • Writing vs AI: If you wouldn't ask an AI to eat a delicious pizza for you, why would you ask it to write a college essay?
  • Hey look at this: Delights to delectate.
  • Object permanence: WELL State of the World; A poem in 30m logfiles; Weapons of Math Destruction; The cost of keeping "13" a British secret; Congress v. "Little Green Men"; "Food and Climate Change Without the Hot Air"
  • Upcoming appearances: Where to find me.
  • 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.



A midcentury male figure in a suit seated at a yellow typewriter; his head has been replaced with the hostile red eye of HAL 9000 from Stanley Kubrick's 2001: A Space Odyssey. He sits in a steeply ranked lecture hall filled with wooden seats. A halo radiates from his head.

Writing vs AI (permalink)

I come from a family of teachers – both parents taught all their lives and now oversee Ed.D candidates, brother owns a school – which has left me painfully aware of the fact that I am not a great teacher.

I am, however, a good teacher. The difference is that a good teacher can teach students who want to learn, whereas a great teacher can inspire students to want to learn. I've spent most of my life teaching, here and there, and while I'm not great, I am getting better.

Last year, I started a new teaching gig: I'm one of Cornell's AD White Visiting Professors, meaning that I visit Cornell (and its NYC campus, Cornell Tech) every year or two for six years and teach, lecture, meet, and run activities.

When I was in Ithaca in September for my inaugural stint, I had a string of what can only be called "peak experiences," meeting with researchers, teachers, undergrads, grads and community members. I had so many conversations that will stick with me, and today I want to talk about one of them.

It was a faculty discussion, and one of the people at the table had been involved in a research project to investigate students' attitudes to their education. The research concluded that students come to Cornell to learn – because they love knowledge and critical thinking – but they are so haunted by the financial consequences of failure (wasting tens, if not hundreds, of thousands of dollars repeating a year or failing out altogether, and then entering the job market debt-burdened and degree-less) that they feel pressured not to take intellectual risks, and, at worst, to cheat. They care about learning, but they're afraid of bad grades, and so chasing grades triumphs over learning.

At that same discussion, I met someone who taught Cornell's version of freshman comp, the "here's how to write at a college level" course that every university offers. I've actually guest-taught some of these, starting in 2005/6, when I had a Fulbright Chair at USC.

Now, while I'm not a great teacher, I am a pretty good writing teacher. I was lucky enough to be mentored by Judith Merril (starting at the age of 9!), who taught me how to participate in a peer-based writing workshop:

https://pluralistic.net/2020/08/13/better-to-have-loved/#neofuturians

In high school, I met Harriet Wolff, a gifted writing teacher, whose writing workshop (which Judith Merril had actually founded, decades earlier) was so good that I spent seven years in my four-year high-school, mostly just to keep going to Harriet's workshop:

https://pluralistic.net/2025/08/30/merely-clever/#rip-harriet-wolff

I graduated from the Clarion science fiction and fantasy workshop (where Judith Merril learned to workshop) in 1992, and then went on to teach Clarion and Clarion West on several occasions, as well as other workshops in the field, such as Viable Paradise (today, I volunteer for Clarion's board). I have taught and been taught, and I've learned a thing or two.

Here's the thing about every successful writing workshop I've been in: they don't necessarily make writing enjoyable (indeed, they can be painful), but they make it profoundly satisfying. When you repeatedly sit down with the same writers, week after week, to think about what went wrong with their work, and how they can fix it, and to hear the same about your work, something changes in how you relate to your work. You come to understand how to transform big, inchoate ideas into structured narratives and arguments, sure – but you also learn to recognize when the structure that emerges teaches you something about those big, inchoate ideas that was there all along, but not visible to you.

It's revelatory. It teaches you what you know. It lets you know what you know. It lets you know more than you know. It's alchemical. It creates new knowledge, and dispels superstition. It sharpens how you think. It sharpens how you talk. And obviously, it sharpens how you write.

The freshmen comp students I've taught over the years were amazed (or, more honestly, incredulous) when I told them this, because for them, writing was a totally pointless exercise. Well, almost totally pointless. Writing had one point: to get a passing grade so that the student could advance to other subjects.

I'm not surprised by this, nor do I think it's merely because some of us are born to write and others will never get the knack (I've taught too many writers to think that anyone can guess who will find meaning in writing). It's because we don't generally teach writing this way until the most senior levels – the last year or two of undergrad, or, more likely, grad school (and then only if that grad program is an MFA).

Writing instruction at lower levels, particularly in US high schools, is organized around standardized assessment. Students are trained to turn out the world's worst literary form: the five-paragraph essay:

https://www.smbc-comics.com/index.php?id=3749

The five-paragraph essay is so rigid that any attempt to enliven it is actually punished during the grading process. One cannot deviate from the structure, on penalty of academic censure. It's got all the structural constraints of a sonnet, and all the poetry of a car crusher.

The five-paragraph essay is so terrible that a large part of the job of a freshman comp teacher is to teach students to stop writing them. But even after this is done, much of the freshman comp curriculum is also formulaic (albeit with additional flexibility). That's unavoidable: freshman comp classes are typically massive, since so many of the incoming students have to take it. When you're assessing 100-2,000 students, you necessarily fall back on formula.

Which brings me back to that faculty discussion at Cornell, where we learned first that students want to learn, but are afraid of failure; and then heard from the freshman comp teacher, who told us that virtually all of their students cheated on their assignments, getting chatbots to shit out their papers.

And that's what I've been thinking about since September. Because of course those students cheat on their writing assignments – they are being taught to hit mechanical marks with their writing, improving their sentence structure, spelling and punctuation. What they're not learning is how to use writing to order and hone their thoughts, or to improve their ability to express those thoughts. They're being asked to write like a chatbot – why wouldn't they use a chatbot?

You can't teach students to write – not merely to create formally correct sentences, but to write – through formal, easily graded assignments. Teaching writing is a relational practice. It requires that students interact extensively with one another's work, and with one another's criticism. It requires structure, sure – but the structure is in how you proceed through the critiques and subsequent discussion – not in the work itself.

This is the kind of thing you do in small seminars, not big lecture halls. It requires that each student produce a steady stream of work for critique – multiple pieces per term or semester – and that each student closely read and discuss every other student's every composition. It's an intense experience that pushes students to think critically about critical thought itself. It's hard work that requires close supervision and it only works in small groups.

Now, common sense will tell you that this is an impractical way to run a freshman comp class that thousands of students have to take. Not every school can be Yale, whose Daily Themes writing course is the most expensive program to deliver with one instructor for every two students:

https://admissions.yale.edu/bulldogs-blogs/logan/2020/03/01/daily-themes

But think back to the two statements that started me down this line of thinking:

1) Most students want to learn, but are afraid of the financial ruin that academic failure will entail and so they play things very safe; and

2) Virtually all freshman comp students use AI to cheat on their assignments.

By the time we put our students in writing programs that you can't cheat on, and where you wouldn't want to cheat, they've had years of being taught to write like an LLM, but with the insistence that they not use an LLM. No wonder they're cheating! If you wanted to train a graduating class to cheat rather than learn, this is how you'd do it.

Teaching freshman comp as a grammar/sentence structure tutorial misses the point. Sure, student writing is going to be bad at first. It'll be incoherent. It'll be riddled with errors. Reading student work is, for the most part, no fun. But for students, reading other students' writing, and thinking about what's wrong with it and how to fix it is the most reliable way to improve their own work (the dirty secret of writing workshops is that other writers' analysis of your work is generally less useful to you than the critical skills you learn by trying to fix their work).

The amazing thing about bad writing is that it's easy to improve. It's much easier than finding ways to improve the work of a fluid, experienced writer. A beginning writer who makes a lot of easily spotted mistakes is a beginning writer who's making a lot of easily fixed mistakes. That means that the other writers around the circle are capable of spotting those errors, even if they're just starting out themselves. It also means that the writer whose work is under discussion will be able to make huge improvements through simple changes. Beginning writers can get a lot of momentum going this way, deriving real satisfaction from constant, visible progress.

Replacing freshman comp with dozens of small groups run like graduate seminars is expensive and hard to imagine. But it would create a generation of students who wouldn't use an AI to write their essays any more than they'd ask an AI to eat a delicious pizza for them. We should aspire to assign the kinds of essays that change the lives of the students who write them, and to teach students to write that kind of essay.

Freshman comp was always a machine for turning out reliable sentence-makers, not an atelier that trained reliable sense-makers. But AI changes the dynamic. Today, students are asking chatbots to write their essays for the same reason that corporations are asking chatbots to do their customer service (because they don't give a shit):

https://pluralistic.net/2025/08/06/unmerchantable-substitute-goods/#customer-disservice

I'm not saying that small writing workshops of the sort that changed my life will work for everyone. But I am saying that teaching writing in huge lecture halls with assignments optimized for grading works for no one.

(Image: Cryteria, CC BY 3.0, modified)


Hey look at this (permalink)



A shelf of leatherbound history books with a gilt-stamped series title, 'The World's Famous Events.'

Object permanence (permalink)

#10yrsago The annual WELL State of the World, with Bruce Sterling and Jon Lebkowsky https://people.well.com/conf/inkwell.vue/topics/487/Bruce-Sterling-Jon-Lebkowsky-Sta-page01.html

#10yrsago NZ police broke the law when they raided investigative journalist’s home https://www.techdirt.com/2016/01/05/new-zealands-raid-investigatory-journalist-was-illegal/

#10yrsago Someone at the Chaos Communications Congress inserted a poem into at least 30 million servers’ logfiles https://web.archive.org/web/20160106133105/https://motherboard.vice.com/read/chaos-communication-congress-hackers-invaded-millions-of-servers-with-a-poem

#10yrsago Bernie Sanders on small money donations vs sucking up to billionaires https://readersupportednews.org/opinion2/277-75/34452-this-is-not-democracy-this-is-oligarchy

#10yrsago Weapons of Math Destruction: how Big Data threatens democracy https://mathbabe.org/2016/01/06/finishing-up-weapons-of-math-destruction/

#10yrsago Charter schools are turning into the next subprime mortgages https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2704305

#10yrsago New York Public Library does the public domain right https://www.nypl.org/research/resources/public-domain-collections

#10yrsago UK government spent a fortune fighting to keep the number 13 a secret https://www.bbc.com/news/uk-politics-35221173

#5yrsago Congress bans "little green men" https://pluralistic.net/2021/01/06/methane-diet/#ndaa

#5yrsago Mass court: "I agree" means something https://pluralistic.net/2021/01/06/methane-diet/#i-agree

#5yrsago Food and Climate Change Without the Hot Air https://pluralistic.net/2021/01/06/methane-diet/#3kg-per-day#5yrsago


Upcoming appearances (permalink)

A photo of me onstage, giving a speech, pounding the podium.



A screenshot of me at my desk, doing a livecast.

Recent appearances (permalink)



A grid of my books with Will Stahle covers..

Latest books (permalink)



A cardboard book box with the Macmillan logo.

Upcoming books (permalink)

  • "Unauthorized Bread": a middle-grades graphic novel adapted from my novella about refugees, toasters and DRM, FirstSecond, 2026

  • "Enshittification, Why Everything Suddenly Got Worse and What to Do About It" (the graphic novel), Firstsecond, 2026

  • "The Memex Method," Farrar, Straus, Giroux, 2026

  • "The Reverse-Centaur's Guide to AI," a short book about being a better AI critic, Farrar, Straus and Giroux, June 2026



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 (1013 words, 1013 total)

  • "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.


How to get Pluralistic:

Blog (no ads, tracking, or data-collection):

Pluralistic.net

Newsletter (no ads, tracking, or data-collection):

https://pluralistic.net/plura-list

Mastodon (no ads, tracking, or data-collection):

https://mamot.fr/@pluralistic

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https://doctorow.medium.com/

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Tumblr (mass-scale, unrestricted, third-party surveillance and advertising):

https://mostlysignssomeportents.tumblr.com/tagged/pluralistic

"When life gives you SARS, you make sarsaparilla" -Joey "Accordion Guy" DeVilla

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ISSN: 3066-764X

Publié le 06.01.2026 à 15:11

Pluralistic: Code is a liability (not an asset) (06 Jan 2026)


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Code is a liability (not an asset) (permalink)

Code is a liability (not an asset). Tech bosses don't understand this. They think AI is great because it produces 10,000 times more code than a programmer, but that just means it's producing 10,000 times more liabilities. AI is the asbestos we're shoveling into the walls of our high-tech society:

https://pluralistic.net/2025/09/27/econopocalypse/#subprime-intelligence

Code is a liability. Code's capabilities are assets. The goal of a tech shop is to have code whose capabilities generate more revenue than the costs associated with keeping that code running. For a long time, firms have nurtured a false belief that code costs less to run over time: after an initial shakedown period in which the bugs in the code are found and addressed, code ceases to need meaningful maintenance. After all, code is a machine without moving parts – it does not wear out; it doesn't even wear down.

This is the thesis of Paul Mason's 2015 book Postcapitalism, a book that has aged remarkably poorly (though not, perhaps, as poorly as Mason's own political credibility): code is not an infinitely reproducible machine that requires no labor inputs to operate. Rather, it is a brittle machine that requires increasingly heroic measures to keep it in good working order, and which eventually does "wear out" (in the sense of needing a top-to-bottom refactoring).

To understand why code is a liability, you have to understand the difference between "writing code" and "software engineering."

"Writing code" is an incredibly useful, fun, and engrossing pastime. It involves breaking down complex tasks into discrete steps that are so precisely described that a computer can reliably perform them, and optimising that performance by finding clever ways of minimizing the demands the code puts on the computer's resources, such as RAM and processor cycles.

Meanwhile, "software engineering" is a discipline that subsumes "writing code," but with a focus on the long-term operations of the system the code is part of. Software engineering concerns itself with the upstream processes that generate the data the system receives. It concerns itself with the downstream processes that the system emits processed information to. It concerns itself with the adjacent systems that are receiving data from the same upstream processes and/or emitting data to the same downstream processes the system is emitting to.

"Writing code" is about making code that runs well. "Software engineering" is about making code that fails well. It's about making code that is legible – whose functions can be understood by third parties who might be asked to maintain it, or might be asked to adapt the processes downstream, upstream or adjacent to the system to keep the system from breaking. It's about making code that can be adapted, for example, when the underlying computer architecture it runs on is retired and has to be replaced, either with a new kind of computer, or with an emulated version of the old computer:

https://www.theregister.com/2026/01/05/hpux_end_of_life/

Because that's the thing: any nontrivial code has to interact with the outside world, and the outside world isn't static, it's dynamic. The outside world busts through the assumptions made by software authors all the time and every time it does, the software needs to be fixed. Remember Y2K? That was a day when perfectly functional code, running on perfectly functional hardware, would stop functioning – not because the code changed, but because time marched on.

We're 12 years away from the Y2038 problem, when 32-bit flavors of Unix will all cease to work, because they, too, will have run out of computable seconds. These computers haven't changed, their software hasn't changed, but the world – by dint of ticking over, a second at a time, for 68 years – will wear through their seams, and they will rupture:

https://www.theregister.com/2025/08/23/the_unix_epochalypse_might_be/

The existence of "the world" is an inescapable factor that wears out software and requires it to be rebuilt, often at enormous expense. The longer code is in operation, the more likely it is that it will encounter "the world." Take the code that devices use to report on their physical location. Originally, this was used for things like billing – determining which carrier or provider's network you were using and whether you were roaming. Then, our mobile devices used this code to help determine your location in order to give you turn-by-turn directions in navigation apps. Then, this code was repurposed again to help us find our lost devices. This, in turn, became a way to locate stolen devices, a use-case that sharply diverges from finding lost devices in important ways – for example, when locating a lost device, you don't have to contend with the possibility that a malicious actor has disabled the "find my lost device" facility.

These additional use cases – upstream, downstream and adjacent – exposed bugs in the original code that never surfaced in the earlier applications. For example, all location services must have some kind of default behavior in the (very common) event that they're not really sure where they are. Maybe they have a general fix – for example, they know which cellular mast they're connected to, or they know where they were the last time they got an accurate location fix – or maybe they're totally lost.

It turns out that in many cases, location apps drew a circle around all the places they could be and then set their location to the middle of that circle. That's fine if the circle is only a few feet in diameter, or if the app quickly replaces this approximation with a more precise location. But what if the location is miles and miles across, and the location fix never improves? What if the location for any IP address without a defined location is given as the center of the continental USA and any app that doesn't know where it is reports that it is in a house in Kansas, sending dozens of furious (occasionally armed) strangers to that house, insisting that the owners are in possession of their stolen phones and tablets?

https://theweek.com/articles/624040/how-internet-mapping-glitch-turned-kansas-farm-into-digital-hell

You don't just have to fix this bug once – you have to fix it over and over again.

In Georgia:

https://www.jezebel.com/why-lost-phones-keep-pointing-at-this-atlanta-couples-h-1793854491

In Texas:

https://abc7chicago.com/post/find-my-iphone-apple-error-strangers-at-texas-familys-home-scott-schuster/13096627/

And in my town of Burbank, where Google's location-sharing service once told us that our then-11-year-old daughter (whose phone we couldn't reach) was 12 miles away, on a freeway ramp in an unincorporated area of LA county (she was at a nearby park, but out of range, and the app estimated her location as the center of the region it had last fixed her in) (it was a rough couple hours).

The underlying code – the code that uses some once-harmless default to fudge unknown locations – needs to be updated constantly, because the upstream, downstream and adjacent processes connected to it are changing constantly. The longer that code sits there, the more superannuated its original behaviors become, and the more baroque, crufty and obfuscated the patches layered atop of it become.

Code is not an asset – it's a liability. The longer a computer system has been running, the more tech debt it represents. The more important the system is, the harder it is to bring down and completely redo. Instead, new layers of code are slathered atop of it, and wherever the layers of code meet, there are fissures in which these systems behave in ways that don't exactly match up. Worse still: when two companies are merged, their seamed, fissured IT systems are smashed together, so that now there are adjacent sources of tech debt, as well as upstream and downstream cracks:

https://pluralistic.net/2024/06/28/dealer-management-software/#antonin-scalia-stole-your-car

That's why giant companies are so susceptible to ransomware attacks – they're full of incompatible systems that have been coaxed into a facsimile of compatibility with various forms of digital silly putty, string and baling wire. They are not watertight and they cannot be made watertight. Even if they're not taken down by hackers, they sometimes just fall over and can't be stood back up again – like when Southwest Airlines' computers crashed for all of Christmas week 2022, stranding millions of travelers:

https://pluralistic.net/2023/01/16/for-petes-sake/#unfair-and-deceptive

Airlines are especially bad, because they computerized early, and can't ever shut down the old computers to replace them with new ones. This is why their apps are such dogshit – and why it's so awful that they've fired their customer service personnel and require fliers to use the apps for everything, even though the apps do. not. work. These apps won't ever work.

The reason that British Airways' app displays "An unknown error has occurred" 40-80% of the time isn't (just) that they fired all their IT staff and outsourced to low bidders overseas. It's that, sure – but also that BA's first computers ran on electromechanical valves, and everything since has to be backwards-compatible with a system that one of Alan Turing's proteges gnawed out of a whole log with his very own front teeth. Code is a liability, not an asset (BA's new app is years behind schedule).

Code is a liability. The servers for the Bloomberg terminals that turned Michael Bloomberg into a billionaire run on RISC chips, meaning that the company is locked into using a dwindling number of specialist hardware and data-center vendors, paying specialized programmers, and building brittle chains of code to connect these RISC systems to their less exotic equivalents in the world. Code isn't an asset.

AI can write code, but AI can't do software engineering. Software engineering is all about thinking through context – what will come before this system? What will come after it? What will sit alongside of it? How will the world change? Software engineering requires a very wide "context window," the thing that AI does not, and cannot have. AI has a very narrow and shallow context window, and linear expansions to AI's context window requires geometric expansions in the amount of computational resources the AI consumes:

https://pluralistic.net/2025/10/29/worker-frightening-machines/#robots-stole-your-jerb-kinda

Writing code that works, without consideration of how it will fail, is a recipe for catastrophe. It is a way to create tech debt at scale. It is shoveling asbestos into the walls of our technological society.

Bosses do not know that code is a liability, not an asset. That's why they won't shut the fuck up about the chatbots that shit out 10,000 times more code than any human programmer. They think they've found a machine that produces assets at 10,000 times the rate of a human programmer. They haven't. They've found a machine that produces liability at 10,000 times the rate of any human programmer.

Maintainability isn't just a matter of hard-won experience teaching you where the pitfalls are. It also requires the cultivation of "Fingerspitzengefühl" – the "fingertip feeling" that lets you make reasonable guesses about where never before seen pitfalls might emerge. It's a form of process knowledge. It is ineluctable. It is not latent in even the largest corpus of code that you could use as training data:

https://pluralistic.net/2025/09/08/process-knowledge/#dance-monkey-dance

Boy do tech bosses not get this. Take Microsoft. Their big bet right now is on "agentic AI." They think that if they install spyware on your computer that captures every keystroke, every communication, every screen you see and sends it to Microsoft's cloud and give a menagerie of chatbots access to it, that you'll be able to tell your computer, "Book me a train to Cardiff and find that hotel Cory mentioned last year and book me a room there" and it will do it.

This is an incredibly unworkable idea. No chatbot is remotely capable of doing all these things, something that Microsoft freely stipulates. Rather than doing this with one chatbot, Microsoft proposes to break this down among dozens of chatbots, each of which Microsoft hopes to bring up to 95% reliability.

That's an utterly implausible chatbot standard in and of itself, but consider this: probabilities are multiplicative. A system containing two processes that operate at 95% reliability has a net reliability of 90.25% (0.95 * 0.95). Break a task down among a couple dozen 95% accurate bots and the chance that this task will be accomplished correctly rounds to zero.

Worse, Microsoft is on record as saying that they will grant the Trump administration secret access to all the data in its cloud:

https://www.forbes.com/sites/emmawoollacott/2025/07/22/microsoft-cant-keep-eu-data-safe-from-us-authorities/

So – as Signal's Meredith Whittaker and Udbhav Tiwari put it in their incredible 39C3 talk last week in Hamburg – Microsoft is about to abolish the very idea of privacy for any data on personal and corporate computers, in order to ship AI agents that cannot ever work:

https://www.youtube.com/watch?v=0ANECpNdt-4

Meanwhile, a Microsoft exec got into trouble last December when he posted to Linkedin announcing his intention to have AI rewrite all of Microsoft's code. Refactoring Microsoft's codebase makes lots of sense. Microsoft – like British Airways and other legacy firms – has lots of very old code that represents unsustainable tech debt. But using AI to rewrite that code is a way to start with tech debt that will only accumulate as time goes by:

https://www.windowslatest.com/2025/12/24/microsoft-denies-rewriting-windows-11-using-ai-after-an-employees-one-engineer-one-month-one-million-code-post-on-linkedin-causes-outrage/

Now, some of you reading this have heard software engineers extolling the incredible value of using a chatbot to write code for them. Some of you are software engineers who have found chatbots incredibly useful in writing code for you. This is a common AI paradox: why do some people who use AI find it really helpful, while others loathe it? Is it that the people who don't like AI are "bad at AI?" Is it that the AI fans are lazy and don't care about the quality of their work?

There's doubtless some of both going on, but even if you teach everyone to be an AI expert, and cull everyone who doesn't take pride in their work out of the sample, the paradox will still remain. The true solution to the AI paradox lies in automation theory, and the concept of "centaurs" and "reverse centaurs":

https://pluralistic.net/2025/09/11/vulgar-thatcherism/#there-is-an-alternative

In automation theory, a "centaur" is a person who is assisted by a machine. A "reverse centaur" is someone who has been conscripted into assisting a machine. If you're a software engineer who uses AI to write routine code that you have the time and experience to validate, deploying your Fingerspitzengefühl and process knowledge to ensure that it's fit for purpose, it's easy to see why you might find using AI (when you choose to, in ways you choose to, at a pace you choose to go at) to be useful.

But if you're a software engineer who's been ordered to produce code at 10x, or 100x, or 10,000x your previous rate, and the only way to do that is via AI, and there is no human way that you could possibly review that code and ensure that it will not break on first contact with the world, you'll hate it (you'll hate it even more if you've been turned into the AI's accountability sink, personally on the hook for the AI's mistakes):

https://pluralistic.net/2025/05/27/rancid-vibe-coding/#class-war

There's another way in which software engineers find AI-generated code to be incredibly helpful: when that code is isolated. If you're doing a single project – say, converting one batch of files to another format, just once – you don't have to worry about downstream, upstream or adjacent processes. There aren't any. You're writing code to do something once, without interacting with any other systems. A lot of coding is this kind of utility project. It's tedious, thankless, and ripe for automation. Lots of personal projects fall into this bucket, and of course, by definition, a personal project is a centaur project. No one forces you to use AI in a personal project – it's always your choice how and when you make personal use of any tool.

But the fact that software engineers can sometimes make their work better with AI doesn't invalidate the fact that code is a liability, not an asset, and that AI code represents liability production at scale.

In the story of technological unemployment, there's the idea that new technology creates new jobs even as it makes old ones obsolete: for every blacksmith put out of work by the automobile, there's a job waiting as a mechanic. In the years since the AI bubble began inflating, we've heard lots of versions of this: AI would create jobs for "prompt engineers" – or even create jobs that we can't imagine, because they won't exist until AI has changed the world beyond recognition.

I wouldn't bank on getting work in a fanciful trade that literally can't be imagined because our consciousnesses haven't been so altered by AI that they've acquired the capacity to conceptualize of these new modes of work.

But if you are looking for a job that AI will definitely create, by the millions, I have a suggestion: digital asbestos removal.

For if AI code – written at 10,000 times the speed of any human coder, designed to work well, but not to fail gracefully – is the digital asbestos we're filling our walls with, then our descendants will spend generations digging that asbestos out of the walls. There will be plenty of work fixing the things that we broke thanks to the most dangerous AI psychosis of all – the hallucinatory belief that "writing code" is the same thing as "software engineering." At the rate we're going, we'll have full employment for generations of asbestos removers.

(Image: Cryteria, CC BY 3.0, modified)


Hey look at this (permalink)



A shelf of leatherbound history books with a gilt-stamped series title, 'The World's Famous Events.'

Object permanence (permalink)

#20yrsago Coldplay CD DRM — more information https://memex.craphound.com/2006/01/05/coldplay-cd-drm-more-information/

#20yrsago Sony sued for spyware and rootkits in Canada https://web.archive.org/web/20060103051129/http://sonysuit.com/

#20yrsago What if pizzas came with licenses like the ones in DRM CDs? https://web.archive.org/web/20110108164548/http://www.groklaw.net/article.php?story=20060104161112858

#10yrsago Star Wars Wars: the first six movies, overlaid https://starwarswars.com/

#10yrsago Transvaginal foetal sonic bombardment: woo-tunes for your hoo-hah https://babypod.net/en/

#10yrsago Of Oz the Wizard: all the dialog in alphabetical order https://vimeo.com/150423718?fl=pl&fe=vl

#5yrsago Pavilions replacing union workers with "gig workers" https://pluralistic.net/2021/01/05/manorialism-feudalism-cycle/#prop22

#5yrsago South Carolina GOP moots modest improvements to "magistrate judges" https://pluralistic.net/2021/01/05/manorialism-feudalism-cycle/#karolina-klown-kar

#5yrsago Digital manorialism vs neofeudalism https://pluralistic.net/2021/01/05/manorialism-feudalism-cycle/#to-the-manor

#5yrsago My Fellow Americans https://pluralistic.net/2021/01/05/manorialism-feudalism-cycle/#my-fellow-americans


Upcoming appearances (permalink)

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Recent appearances (permalink)



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Latest books (permalink)



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Upcoming books (permalink)

  • "Unauthorized Bread": a middle-grades graphic novel adapted from my novella about refugees, toasters and DRM, FirstSecond, 2026

  • "Enshittification, Why Everything Suddenly Got Worse and What to Do About It" (the graphic novel), Firstsecond, 2026

  • "The Memex Method," Farrar, Straus, Giroux, 2026

  • "The Reverse-Centaur's Guide to AI," a short book about being a better AI critic, Farrar, Straus and Giroux, June 2026



Colophon (permalink)

Today's top sources:

Currently writing:

  • "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


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"When life gives you SARS, you make sarsaparilla" -Joey "Accordion Guy" DeVilla

READ CAREFULLY: By reading this, you agree, on behalf of your employer, to release me from all obligations and waivers arising from any and all NON-NEGOTIATED agreements, licenses, terms-of-service, shrinkwrap, clickwrap, browsewrap, confidentiality, non-disclosure, non-compete and acceptable use policies ("BOGUS AGREEMENTS") that I have entered into with your employer, its partners, licensors, agents and assigns, in perpetuity, without prejudice to my ongoing rights and privileges. You further represent that you have the authority to release me from any BOGUS AGREEMENTS on behalf of your employer.

ISSN: 3066-764X

 

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