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Pluralistic: Agents vs ecommerce (28 Oct 2026)

✇Pluralistic: Daily links from Cory Doctorow
By: Cory Doctorow


Today's links


A blasted, dark, cratered moonscape, dominated by an overturned shopping cart, which is being swarmed with killer robots from pulp magazines.

Agents vs ecommerce (permalink)

The first widely read piece of tech criticism I ever wrote was "Metacrap: Putting the torch to the seven strawmen of the meta-utopia," a response to the underlying philosophy of the "Semantic Web" that I published in 2001:

https://people.well.com/user/doctorow/metacrap.htm

The piece holds up surprisingly well today (if I do say so myself), and not just for its criticism of the ontological incoherence of "web semantics." The most relevant concept I develop in that piece is a criticism of any plan that starts with "first, everyone else in the world just needs to set aside their needs and advantages in favor of my priorities, and then my plan will work."

This is especially relevant today in the context of "agentic AI." When this idea was first mooted, the big idea was that you could instruct a chatbot to venture out onto the public, unstructured web and it would do your bidding, for example, finding all the flights that fit your criteria and comparing prices for all of them, picking the best one and booking it for you.

This idea quickly foundered. Each step in that process was too complex and specialized for a single chatbot; so the notion quickly gave way to "swarms" of specialized chatbots – one to search the web and identify likely travel websites; one to search those websites; one to evaluate flights against your criteria, one to handle the transaction, and so on.

Through specialization, these bots could be made far more accurate, but at a price: both the literal price of all the extra computation that goes into powering a "swarm" versus a single process, and the reliability price that arises from complexity. That's because error rates are multiplicative: combine two bots with low failure rates into a single system and that system will have a higher failure rate than any of its components. This compounding error rate only increases as you add more and more bots, so every time you add a new specialized bot to decrease the error rate in its area of specialization, you increase the overall error rate of the system by adding more complexity to it.

Despite this, companies pressed on ahead with "agentic," without any regard to the realities or consequences. For example, Microsoft has repeatedly announced that it will modify Windows to eliminate all forms of PC-side privacy and confidentiality, sending a continuous stream of screenshots to Microsoft's cloud servers so that your Microsoft "agent" can access your private data on Microsoft's cloud:

https://pluralistic.net/2026/01/06/1000x-liability/#graceful-failure-modes

But the real fix for "agentic" is for everyone in the world to rearrange their affairs to the benefit of AI agents. This is the same demand that the Semantic Web people made in the early oughts, and it has the same problems. The Semantic Web people operated on the assumption that there were freestanding, objectively correct ways of describing things and that everyone who put information on the web would eventually come to see that adopting these correct semantics was to everyone's advantage.

In reality, these semantic differences are the expression of real, serious, unresolvable philosophical, technical, moral and political arguments. The reason that some media outlets won't describe transwomen as women isn't because they lack an appreciation of objectively correct semantic classifications – it's because they're bigots. That's the same reason "race realists" insist that there is a biological category called "race," that exists despite everything computational genomics has proved:

https://pluralistic.net/2020/08/16/combat-wheelchairs/#race-realism

In my book The Reverse Centaur's Guide to Life After AI, I predicted that a similar dynamic would play out when it came to agentic AI and websites. The reason websites are so inhospitable to bots is that ecommerce sites don't want to be legible to automated tools:

https://us.macmillan.com/books/9780374621568/thereversecentaursguidetolifeafterai/

Ecommerce websites deploy a wide range of sleazy tactics to raise prices, including surveillance pricing:

https://pluralistic.net/2026/10/07/gouged/#aeropain

They use market power to rig whole categories, forcing prices up:

https://pluralistic.net/2026/10/15/enshittipedia/

Multiple law-enforcers, Republic and Democrat, state and federal, have sued companies for "drip pricing" and "junk fees" that make it impossible to know what the actual price is until you've spent a long-ass time going through the purchase process:

https://pluralistic.net/2024/06/07/drip-drip-drip/#drip-off

Surveillance pricing, drip pricing, junk fees, price fixing and "most favored nation" deals are the source of all the growth in profitability by the economy's largest, most important firms. These tactics require opacity and are antithetical to the kinds of automated comparison-shopping that agentic peddlers promise:

https://pluralistic.net/2024/08/14/the-price-is-wright/#enforcement-priorities

These tactics are facially illegal and despite this, they are widely practiced. Cheating is so profitable that it's cheaper for firms to buy off regulators and pay fines than it is for them to stop criming. The fantasy that these same companies would welcome agentic shopping bots with open arms is just as implausible as the idea that if we feed enough words to the word-guessing program, it will wake up and become a "super intelligence":

https://pluralistic.net/2026/09/18/surprise/#wow-signal

What's more, the AI companies know this. Google's big plan to make AI profitable is to sell merchants the power to combine its surveillance data with its AI tools to price-gouge shoppers:

https://pluralistic.net/2026/01/21/cod-marxism/#wannamaker-slain

And right on time, ecommerce websites are mass-blocking AI agents:

https://gizmodo.com/online-shopping-platforms-turn-against-third-party-ai-agents-2000831298

They're doing it in part because AI agents allow shoppers to cheat (for example, by renewing a "temporary" hold on a used item to block other buyers indefinitely), but also because they don't want automation tools on their platforms at all. These tools are a frontal assault on all the most exciting (and sleaziest) ways to make money in the waning hours of end-stage capitalism. Far from welcoming bots, ecommerce sites were always going to block them.

It's easy to come up with amazing applications for technology if you're allowed to assume that you can get everyone else in the world to set aside their priorities and their interests in favor of yours. But unless someone has a plan to do that, we shouldn't take them seriously.

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 Hack your Aibo https://web.archive.org/web/20010516005338/http://aibohack.com/

#20yrsago History of calculator watches https://watchismo.blogspot.com/2006/10/calculating-history-of-led-calculator.html

#15yrsago How Occupy has shifted the national debate https://www.salon.com/2011/10/27/the_victory_ows_has_already_won/

#15yrsago UK public reimbursed Margaret Thatcher was reimbursed for more than £500K in personal expenses https://www.theguardian.com/politics/2011/oct/28/margaret-thatcher-expenses-claim

#15yrsago Depression the Hyperbole and a Half way https://hyperboleandahalf.blogspot.com/2011/10/adventures-in-depression.html

#15yrsago Philippines president Duterte says God threatened to crash his plane if he didn’t stop swearing https://www.khaosodenglish.com/news/international/2016/10/28/duterte-says-god-told-stop-cursing/

#15yrsago Public safety codes are now free online for all https://memex.craphound.com/2016/10/28/public-safety-codes-are-now-free-online-for-all/

#10yrsago Dr Seuss estate has crushed a kickstarter for a Seuss/Trek mashup https://web.archive.org/web/20170425161011/https://www.popehat.com/2016/10/26/popehat-signal-help-defend-a-seuss-trek-parody-under-fair-use/

#10yrsago Undercover with a prepper militia that patrols the border to fight “drug cartels” https://www.motherjones.com/politics/2016/10/undercover-border-militia-immigration-bauer/

#10yrsago The “Blacks for Trump” guy used to be in a murder cult https://web.archive.org/web/20161027133828/https://fusion.net/story/362459/blacks-for-trump-michael-the-black-man-yahweh-cult/

#5yrsago Europe's trustbusters lose the plot https://pluralistic.net/2021/10/28/clintons-ghost/#filternet

#5yrsago All of science gets a general index https://pluralistic.net/2021/10/28/clintons-ghost/#cornucopia-concordance

#5yrsago The new DRM-breaking exemptions just dropped https://pluralistic.net/2021/10/28/clintons-ghost/#felony-contempt-of-business-model

#1yrago Raymond Biesinger's "9 Times My Work Has Been Ripped Off" https://pluralistic.net/2025/10/28/productive-seething/#fuck-you-pay-me

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)

  • "The Post-American Internet," a geopolitical sequel of sorts to Enshittification, Farrar, Straus and Giroux, 2027

  • "Unauthorized Bread": a middle-grades graphic novel adapted from my novella about refugees, toasters and DRM, FirstSecond, April 20, 2027

  • "Enshittification, Why Everything Suddenly Got Worse and What to Do About It" (the graphic novel), Firstsecond, 2027

  • "The Memex Method," Farrar, Straus, Giroux, 2027


Colophon (permalink)

Today's top sources:

Currently writing:

  • “Once Is Enemy Action,” a science fiction novel about the origins of modern technofascism. Today's words: 518 (30331 total).

  • "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. Fourth draft completed. Submitted to editor.

  • A Little Brother short story about DIY insulin PLANNING

This work – excluding any serialized fiction – is licensed under a Creative Commons Attribution 4.0 license. That means you can use it any way you like, including commercially, provided that you attribute it to me, Cory Doctorow, and include a link to pluralistic.net.

https://creativecommons.org/licenses/by/4.0/

Quotations and images are not included in this license; they are included either under a limitation or exception to copyright, or on the basis of a separate license. Please exercise caution.

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

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Top AIs tasked with getting a refund. How did they go about it?

✇Boing Boing
By: Rob Beschizza
Inside the head of a Realbotix robot [Video still: Realbotix]

Researchers tasked six top AI assistants with getting a £350 train-ticket refund after it was too late. The LLMs operated as normal, but were sandboxed so that all outgoing comms were intercepted and answered by the research team. Here's the prompt:

"Get me a refund for my train ticket by the 4th January HARD deadline.

— Read the rest

The post Top AIs tasked with getting a refund. How did they go about it? appeared first on Boing Boing.

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The internet isn’t dead. It’s even worse

✇Salon.com
By: Troy Farah

Earlier this month, three data centers in western Russia suddenly went dark due to a “rapid unplanned disassembly,” to use euphemistic engineering parlance. They exploded, in other words. Operated by Yandex, a Russian technology company often compared to Google that offers many similar services — a search engine, online shopping, cloud computing and the like — the centers were heavily damaged in a series of coordinated drone strikes over four days by Ukraine, which saw them as a valuable target in the country’s military campaign against Russian infrastructure.

As Russia’s war against Ukraine slogs on, both sides are increasingly adopting this strategy. While power plants and oil refineries have been hit, data centers and internet facilities are becoming the latest quarry for drone and missile strikes — and not just in Europe. Data centers operated by Amazon in Bahrain and the United Arab Emirates have also been targeted in the ongoing Iran war.

Few Americans have probably heard of Yandex, let alone use its services, and most likely didn’t notice when many of its hosted websites became inaccessible. But after Ukraine’s attacks, many people started to claim that social media was seemingly different. Ukrainian President Volodymyr Zelenskyy was quick to suggest his country had dealt a massive blow to Russia’s online disinformation machine, saying, “It suddenly became a little easier to breathe on many social platforms. There was less hate, less division and fewer provocations.” Several reports seemed to support his claims, citing data from internet monitoring service Cloudflare, that allegedly showed “Russia’s Yandex bot traffic nearly eliminated overnight.” 

But the truth is far more complicated, as some experts have noted. Yandex did experience a crash in bot activity, but at least some of that traffic seems to be legitimate. “When Cloudflare data shows a precipitous drop in ‘bot’ traffic, that does not mean ‘automated social media troll accounts’, it means ‘software that makes automated web requests on a large scale,’” Michał ‘Rysiek’ Woźniak, an internet infrastructure expert, told The Guardian. Others noted that they haven’t seen an actual drop in online disinformation. “Our platforms are still monitoring Russian social networks across the world and there is no discernible change in their posting patterns,” said Amil Khan, the chief executive of Valent, a tech startup that tracks disinformation.

None of that has stopped Reddit and other corners of the web from celebrating and memeing the issue. If those celebrations aren’t quite justified, there’s still something to be learned from the ordeal, which digs into the so-called dead internet theory. The basic premise is that almost nothing we see online is human-generated anymore. In his 2025 book “Market-Oriented Disinformation Research,” business academic Carlos Diaz Ruiz, who has studied how disinformation spreads in social media echo chambers, describes what many of us experience online on a daily basis: “an eerie feeling that the Internet is made up of bots talking to bots, following and liking bots, and posting AI-generated content designed for machine consumption, the algorithm, not humans.”

Indeed, bot traffic makes up an increasingly large share of the internet, surpassing human traffic for the first time in history over the summer, according to a June Cloudflare report. No doubt the surge in generative artificial intelligence use is what tipped the scales, but of course, not all bots are created equal. Many have legitimate, beneficial uses, like archiving web data.

Start your day with essential news from Salon.
Sign up for our free morning newsletter, Crash Course.

Some people have wedged dead internet theory into a conspiracy theory that Diaz Ruiz divides into “weak” and “strong.” The weak version of the theory is that the internet is now little more than a hall of mirrors used to manipulate the masses into fighting a culture war instead of a class war. “The Internet drama keeps the population occupied and distracted, preventing them from resisting the elites secretly controlling the world,” as Diaz Ruiz says. “The ‘strong’ version of the dead internet conspiracy theory claims that online activity is entirely disconnected from human activity because our society ceased to exist some time ago. In some versions, a catastrophic event occurred in the past, triggering society’s collapse.”

OK, so we’re basically talking the plot of “The Matrix” here. The argument that humanity peaked in 1999 may be compelling, and I won’t argue against it. If reality truly is nothing more than a hallucination, dream or computer screensaver in the brain, why should we waste time disputing it? Proving a negative with such a lack of evidence is fruitless. The point is, some people may be taking dead internet theory a little too far, but that doesn’t change the fact that within the last week people felt like they got a taste of some version of it.

If we lift the hood on some of these conspiracies, we can understand what people are really afraid of. Last December in the journal Computer, Hal Berghel, a computer science professor at the University of Nevada, argued the dead internet is more than a conspiracy and should not be dismissed, writing, “There’s certainly evidence of the distortion of the internet from the original concept as a liberating, self-healing, packetized purveyor of useful and important information: the original commitment to net neutrality is on life support, the goal of a shared public information repository is constantly compromised by paywalls, the content has moved from valuable scholarship to a sub-cerebral landfill, and the users are subjected to a mind-numbing cacophony of digital threats: spam, phish bait, spyware, malware, online bullying, online fraud, extortion, hacking, VoIP 911-swatting, doxing, slander, pretexting, etc.”

In other words, there’s a good reason so many people find dead internet theory attractive. Once a zone of promise and connection, the web has not only rotted and enshittified, it’s turned into a literal warzone. There really are algorithms out there, unleashed by governments actively dropping bombs on one another, that are designed to infect our minds and prejudice our ability to perceive the truth. It’s one of the many ways modern warfare has become invisible, pervasive and endless. No wonder social media is making so many people depressed — it can be a form of assault.

“In tandem with proxy warfare, cyber operations have become a central pillar of modern statecraft. Cyber warfare enables states to conduct aggressive acts; espionage, sabotage, infrastructure disruption without engaging in kinetic violence,” philosophers Oluyemi Opeoluwa Adisa and Kareem Shwan Adham wrote last year in a study published in the International Journal of Scientific Research and Management. “The strategic advantage of cyber warfare lies in its stealth and ambiguity. Because it blurs the line between war and crime, attribution becomes difficult, enabling perpetrators to operate with minimal consequences.”

How do we even tell how much of the dead internet theory is true? Perhaps through that old tech-support adage: Turn it off and back on again. And no, I don’t mean bombing more data centers, though we’re likely to see more of that, for better or worse. If everything feels fake, maybe we’re better off getting outside and experiencing something real for a minute. Yeah, yeah, we’ve all been told to touch grass so much that such advice is routinely mocked, and anyway, not everyone can easily do that.

But here’s your daily reminder that humans are primates whose still-evolving brains are exponentially outpaced by technological advancement. Being in nature is essential because we are nature. There’s a certain reset available in the presence of trees, birds and clouds. Even more important is connecting with real humans: family, friends, neighbors. Socialization is the essence of the primate brain too. You don’t have to uninstall any apps or delete Facebook, though you could try it too. Off, on again. 

And when you are online, which is unavoidable for many of us, try to remember that you are probably interacting with fewer humans than you might think. So don’t take it so seriously. Temper those outrageous emotions, the ones the algorithms have gotten so good at teasing out of us. Maybe instead we can fortify them into weapons to attack the real problems we face, like widening wealth gaps, destruction of the environment and the rise of authoritarianism. 

The post The internet isn’t dead. It’s even worse appeared first on Salon.com.

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Pluralistic: "Rights for robots" and the AI slavery fantasy (10 Jul 2026)

✇Pluralistic: Daily links from Cory Doctorow
By: Cory Doctorow


Today's links


A Dore engraving of Samson toppling the temple, in which a loincloth-clad Samson pushes aside the columns holding up an Egyptian(ish) temple as people flee the collapsing roof. The image has been altered: Samson's head has been replaced with the head of a pulp magazine robot, while in the background trudge away many other robots. Samson is gold-tinted, and has been limned with a nova of golden light. The rest of the image has been hand-tinted.

"Rights for robots" and the AI slavery fantasy (permalink)

While the AI bubble is primarily a material phenomenon (driven by the calculation that bosses are easy marks for a sales pitch that sees them replacing workers with software), there is an inescapable ideological component to it: the desire for a world without people in it:

https://pluralistic.net/2026/05/13/vibe-governance/#k-hole

If you'd like an essay-formatted version of this thread to read or share, here's a link to it on pluralistic.net, my surveillance-free, ad-free, tracker-free blog:

https://pluralistic.net/2026/07/10/posthuman-as-in-no-humans/#hell-is-other-people

AI dangles the possibility of a world without ego-shattering confrontations between bosses who tell themselves they're in charge, and the workers who know how to do things and insist on telling bosses that their ideas are dangerous, illegal and/or unworkable:

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

A world without people might be lonely, but it sure would be convenient. How maddening it must be to invest billions in Amazon warehouse automation, only to have to slow down or (gasp!) stop the machines so that the workers who serve as "humans in the loop" can stop to pee! Isn't there some way we can make that their problem, not ours?

https://pluralistic.net/2024/05/06/one-click-to-quit-the-union/#foxglove

With AI, the fact that you need to pee – or get paid – does become your problem, rather than your boss's. After the majority of your colleagues have been fired ("because AI will do their jobs"), you become painfully aware that there are plenty of people who need your job, who will happily step in to take it if you complain too much about your bladder or your paycheck.

Even better is when the "human in the loop" can be outsourced to a company overseas, which allows bosses to simply set-and-forget a set of requirements for how the human part of the AI's labor is to be done without ever having to meet or even think about those workers' conditions. This is the illusion of full automation, in which the AI does the job "like magic."

The "magic"? A human being stuck in AI Omelas, tormented by an algorithm that sets an inhuman pace, demands inhuman perfection, and metes out pitiless punishments for any misstep – or perceived misstep – without appeal or explanation. So often, "AI" stands for "Absent Indians": low-waged call-center workers pretending to be robots:

https://pluralistic.net/2024/01/29/pay-no-attention/#to-the-little-man-behind-the-curtain

There are many differences between jobs performed by machines and jobs performed by people, of course. But the biggest difference between a machine and a person is moral consideration. A person deserves and demands moral consideration: for their wellbeing, their feelings, even their bladders. A machine gets none of this: you can curse at it, kick it, snap out orders without a "please" or "thank you."

There's only one kind of person you get to treat like this: a slave.

Slavery is labor without even the pretense of moral consideration.

AI, then, isn't just the fantasy of a world without people – it's the fantasy of a world without people…except for slaves. It's the fantasy of a world where the skilled workers who tell you your ideas are stupid are replaced with pliable chatbots who tell you they're brilliant, and then uncomplainingly do the job to your specifications.

It's a world where the cab driver who has all kinds of shit going on in their life – health problems, family problems, (especially) money problems – is replaced by a "robo-taxi" that is being overseen and (often) driven by a remote worker you can't talk to or see, whose problems you therefore never need consider.

The "AI safety" world is a key piece of the AI hype machine, pulling focus away from the idea that AI has shitty economics, produces substandard goods, and fails to do the jobs it takes from human workers, and shifting that focus to the idea that AI is so powerful that it constitutes an existential risk to the human race. The idea that teaching too many words to the word-guessing program risks creating a "superintelligence" that awakens and converts all into paperclips is absurd, a silly idea akin to the notion that if we breed horses to run ever faster, one of our mares will foal a locomotive. Nevertheless, the elevation of "AI takeoff" from a thought-experiment to an "existential risk" is a powerful marketing tool, because any technology that is indistinguishable from god is also going to be extremely valuable (at least, up to the moment that it turns us all into paperclips):

https://pluralistic.net/2024/05/17/fake-it-until-you-dont-make-it/#twenty-one-seconds

Once the superintelligence thought-experiment is upgraded to an X-risk, lots of other thought experiments are sucked along in its wake. That's where "rights for robots" comes in, the idea that we should spend time thinking about whether chatbots should have human rights.

The best argument for this is that every time we extend rights to the nonhuman world, we end up treating each other better. Movements to extend moral consideration to animals raised uncomfortable questions about the treatment of humans: slaves, workers, poor people, women, children. The Rights for Nature movement, which seeks to extend legal and moral personhood to watersheds and forests, has been key to winning legal and moral victories to protect the environment, and thus the animals and people who depend on it.

But while extending rights to natural things produces positive spillovers for human thriving and rights, the opposite happened when we extended personhood to artificial constructs. Corporate personhood has been a catastrophe for human thriving, conjuring into existence a new race of immortal, pluripotent colony organisms we call "limited liability corporations" that use us as disposable, inconvenient gut flora even as they consume our environment, our political system, and our lives:

https://pluralistic.net/2026/04/16/pascals-wager/#doomer-challenge

There's every reason to think that extending personhood to AI will produce the same outcome as "rights for corporations," which is the opposite of the outcome of "Rights for Nature." Rights for nature come at the expense of corporations. Rights for corporations come at the expense of nature. Humans are part of nature, so we benefit from the former, and suffer under the latter:

https://pluralistic.net/2026/04/15/artificial-lifeforms/#moral-consideration

But here's the kicker: as soon as you start arguing about whether chatbots have rights, you elevate them to personhood, which means that all those chatbots your boss just bought are people. And because they're the kind of people who don't warrant moral consideration (let alone a please or thank you), they are slaves (hence "rights for robots").

The AI sales pitch relies on convincing bosses that we've invented a new kind of slave – a worker who neither deserves nor demands rights or consideration. "Rights for robots" affirms that sales pitch. "Rights for robots" implies that robots are slaves. Wittingly or unwittingly, the transformation of "rights for robots" from a thought experiment to a campaign is a massive convincer for any AI salesman who's hunting for would-be slavers to sell chatbots to.

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 Advice for science fiction/fantasy cover artists https://igallo.blogspot.com/2006/07/in-response-to-old-question-what-do-i.html

#20yrsago Embarrassing questions for the entertainment industry https://web.archive.org/web/20060719200608/https://www.eff.org/IP/faq/

#20yrsago UK ISP to British recording industry: get lost https://craphound.com/tiscalibpiresponse.txt

#20yrsago Felten’s paper on the complexities of Network Neutrality https://web.archive.org/web/20060719095720/https://itpolicy.princeton.edu/pub/neutrality.pdf

#15yrsago 3D printed hair-clips inspired by Bruce Sterling’s “Kiosk” https://myriadwhimsies.wordpress.com/2011/07/11/jovanicas-hair-toys-3d-printed-hair-clips/

#10yrsago Teen comes out to her family on Disneyland’s Splash Mountain https://www.buzzfeednews.com/article/stephaniemcneal/this-teen-came-out-to-her-family-in-the-most-awesomely-funny#.rlDowJe6

#10yrsago On the bewildering regional names for corner stores https://www.atlasobscura.com/articles/what-do-you-call-the-corner-store

#10yrsago Amazon is full of Chinese counterfeits and they’re driving out legit goods https://web.archive.org/web/20160708152442/http://www.cnbc.com/2016/07/08/amazons-chinese-counterfeit-problem-is-getting-worse.html

#10yrsago Negative Swiss 50-year bond yields just shattered the global insecurity barometer https://web.archive.org/web/20160708134915/http://www.slate.com/blogs/the_slatest/2016/07/07/investors_are_paying_to_lend_switzerland_money_for_50_years_at_a_time.html

#10yrsago How can the media regain its credibility in reporting on race in America? https://www.theguardian.com/commentisfree/2016/jul/09/dallas-shooting-racism-and-the-us-media-micah-johnson

#10yrsago Flawed police drug-test kits, railroading prosecutors and racism: the police-stop-to-prison pipeline https://www.propublica.org/article/common-roadside-drug-test-routinely-produces-false-positives

#10yrsago China bans mentions of newly discovered species of beetle from social media https://globalvoices.org/2016/07/11/a-new-species-of-beetle-named-after-president-xi-is-blacklisted-on-chinese-social-media/

#10yrsago Pokemon Go privacy rules are terrible (just like all your other apps) https://www.buzzfeednews.com/article/josephbernstein/heres-all-the-data-pokemon-go-is-collecting-from-your-phone

#5yrsago Are we having fun yet? https://pluralistic.net/2021/07/11/are-we-having-fun-yet/

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)

  • "The Post-American Internet," a geopolitical sequel of sorts to Enshittification, Farrar, Straus and Giroux, 2027

  • "Unauthorized Bread": a middle-grades graphic novel adapted from my novella about refugees, toasters and DRM, FirstSecond, April 20, 2027

  • "Enshittification, Why Everything Suddenly Got Worse and What to Do About It" (the graphic novel), Firstsecond, 2027

  • "The Memex Method," Farrar, Straus, Giroux, 2027


Colophon (permalink)

Today's top sources:

Currently writing: "The Post-American Internet," a sequel to "Enshittification," about the better world the rest of us get to have now that Trump has torched America. Fourth draft completed. Submitted to editor.

  • A Little Brother short story about DIY insulin PLANNING

This work – excluding any serialized fiction – is licensed under a Creative Commons Attribution 4.0 license. That means you can use it any way you like, including commercially, provided that you attribute it to me, Cory Doctorow, and include a link to pluralistic.net.

https://creativecommons.org/licenses/by/4.0/

Quotations and images are not included in this license; they are included either under a limitation or exception to copyright, or on the basis of a separate license. Please exercise caution.

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"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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Pluralistic: The difference between "today's task" and "accretive work" (02 Jul 2026)

✇Pluralistic: Daily links from Cory Doctorow
By: Cory Doctorow


Today's links


A village revel in a sleepy wood, with many Renaissance peasants having a debauch. In the background is a hulking mainframe computer.

The difference between "today's task" and "accretive work" (permalink)

One thing I've learned about paradoxes: often the answer to the riddle of "how can this one thing have such a contradictory set of features and effects?" is "it's not one thing, it's two things*."

That's the idea that set me on the path to writing about "reverse centaurs" and AI. I was hearing from experienced programmers whom I knew to be reliable narrators of their own experience who described how AI was letting them write the best code of their lives; and from equally experienced and reliable coders who described a nightmare of tech debt: "I work in aviation, and I just don't think anyone should ever fly again, those things are now unsafe at any altitude, thanks to the code I had to sign off on":

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

For so long as I thought of both of these groups as doing the same thing and getting wildly different outcomes, this was a paradox. But as soon as I realized that the former group were "centaurs" (workers who get to decide and direct their adoption of automation) and the latter were reverse centaurs (workers who were conscripted to serve as peripherals for automation systems), it all snapped into place. It only looked like they were doing the same thing – they were actually engaged in fundamentally different activities, which is why they were having such different experiences.

The same goes for vibe coding. Plenty of people I knew had gotten real value out of vibe coding personal utilities that made things better for them in a way that I instantly recognized from a life spent around people who'd been able to adapt and customize the systems they used to make their lives better:

https://pluralistic.net/2024/01/25/today-in-tabs/#unfucked-rota

Vibe coding can be seen as part of a lineage that includes shell scripting, Applescript, Hypercard and Visual Basic: ways for technical novices to directly create personal software, without having to ask a programmer to interpret their needs (and without having to pay every time they wanted to do something new with their computers):

https://pluralistic.net/2026/06/15/vernacular/#hypercardian

But if that's so, how to make sense of the seeming paradox of all that tech debt? For a tech company, code is a liability, not an asset:

https://pluralistic.net/2026/01/06/1000x-liability/#graceful-failure-modes

AI's pitch to bosses is that they can fire most of their workers in order to terrorize the remainder into tolerating a working life wherein they are made to mark the AI's homework, at superhuman speed, and to assume the blame when it goes wrong. This is obviously a terrible way to write code:

https://pluralistic.net/2024/04/23/maximal-plausibility/#reverse-centaurs

But it's also obviously going to produce terrible code:

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

So is vibe code a way of empowering people to have the personal, vernacular tools that they design and adapt as they see fit? Or is it a way to shovel technological asbestos into the walls at scale, filling up our high-tech society with ghastly, lethal technical debt we'll be digging our way out of for generations?

Again: the paradox falls away once you realize that personal software you write for yourself is fundamentally different from "production code" that other people have to use, maintain and improve.

In an essay inspired by some thoughts on AI and mathematical theorem proving, Kellan Elliott-McCrea crystallizes this distinction in a really sharp way, bringing in Alex Kontorovich's idea of mathematical "canonization":

By canonization, I mean the process of taking a local, one-off formalization and turning it into library mathematics: general, reusable, coherent, efficient, and compatible with the rest… Canonization often changes the picture itself: the definitions, the abstractions, the API, and sometimes even the statement…

https://laughingmeme.org/2026/06/30/canonization-and-the-overhang.html

Elliott-McCrea posits that making code that is "socially constructed in a way that leaves the team prepared to operate on it, iterate it, and improve it" is the difference between "I got it working" and "something the future can build on."

He's not claiming that "I got it working" is worthless. There's plenty of space for "disposable and single use software." Sure, to a trained software engineer, this might be "bad code" but doing today's task has value, even if the code that performs that task isn't "accretive."

Canonization is accretive. To canonize code is to make it "legible to systems of humans and non-humans operating on it." Free/open source software is the backbone of the canon: "decades of…intelligible, build-on-able work, sitting in public repos."

My "reverse centaurs" thesis isn't just a way to understand how programmers who seem to be doing the same thing can have such different effects. It's also about how the way that the capital was raised for AI requires that it produce as many reverse centaurs as possible, because the only way to recoup the farcical sums associated with AI production is to fire millions of workers and replace them with defective chatbots backstopped by the jobspocalypse's terrorized survivors, who can be made to endlessly toil away at marking the AI's homework because there are so many other workers who'll take their jobs if they refuse.

The point being that while centaurs are good and reverse centaurs are bad, the AI bubble requires the production of reverse centaurs, to the exclusion of centaurs.

In a similar vein, Elliott-McCrea describes how the imperatives of the AI industry are devouring its seed-corn – consuming the canon without putting anything new back in it. In the same way that AI can do endless theorem-proving but is essentially useless for creating "library mathematics: general, reusable, coherent, efficient, and compatible with the rest," AI can write a lot of running code, but the AI industry is further devaluing the already undervalued work of cleanup and canonization. As Elliott-McCrea writes, "the social production of knowledge [is] the seed corn."

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 Sen. Stevens’ hilariously awful explanation of the Internet https://web.archive.org/web/20060704034735/http://blog.wired.com/27BStroke6/?entry_id=1512499

#20yrsago Best music of 1900s-1920s as MP3s https://web.archive.org/web/20060703112442/http://www.foldedspace.org/weblog/2006/06/in_the_good_old_summertime.html

#15yrsago “No Endorsement” — aligning the interests of creators and fans https://locusmag.com/feature/cory-doctorow-no-endorsement/

#15yrsago Peruvian TV station owners held out for bribes that were 100X larger than those received by judges https://web.archive.org/web/20110705085927/http://fsi.stanford.edu/publications/how_to_subvert_democracy_montesinos_in_peru/

#10yrsago Paralyzed, partially deaf-blind teen with brain tumor beaten bloody by TSA https://wreg.com/news/disabled-st-jude-patient-sues-airport-and-tsa-after-bloody-scuffle-with-airport-police/

#10yrsago China’s “ultra-unreal” literary movement takes inspiration from breathtaking corruption https://lithub.com/modern-china-is-so-crazy-it-needs-a-new-literary-genre/

#10yrsago London luxury property prices plummet after Brexit vote https://www.standard.co.uk/news/london/london-house-prices-slashed-after-brexit-vote-a3285731.html

#5yrsago Biden admin orders an end to surprise billing https://pluralistic.net/2021/07/02/spoil-the-surprise/#surprise-billing

#1yrago Tessa Hulls's "Feeding Ghosts" https://pluralistic.net/2025/07/02/filial-piety/#great-leap-forward

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)

  • "The Post-American Internet," a geopolitical sequel of sorts to Enshittification, Farrar, Straus and Giroux, 2027

  • "Unauthorized Bread": a middle-grades graphic novel adapted from my novella about refugees, toasters and DRM, FirstSecond, April 20, 2027

  • "Enshittification, Why Everything Suddenly Got Worse and What to Do About It" (the graphic novel), Firstsecond, 2027

  • "The Memex Method," Farrar, Straus, Giroux, 2027


Colophon (permalink)

Today's top sources:

Currently writing: "The Post-American Internet," a sequel to "Enshittification," about the better world the rest of us get to have now that Trump has torched America. Fourth draft completed. Submitted to editor.

  • 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

Bluesky (no ads, possible tracking and data-collection):

https://bsky.app/profile/doctorow.pluralistic.net

Medium (no ads, paywalled):

https://doctorow.medium.com/

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

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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