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  3. Ed Zitron's a fantastic journalist, capable of turning a close read of AI companies' balance-sheets into an incandescent, exquisitely informed, eye-wateringly profane rant:

Ed Zitron's a fantastic journalist, capable of turning a close read of AI companies' balance-sheets into an incandescent, exquisitely informed, eye-wateringly profane rant:

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  • Cory DoctorowP Cory Doctorow

    What Grammarly is offering isn't writing advice, it's *stylometry*, a computational linguistics technique for evaluating the likelihood that two candidate texts were written by the same person. Stylometry is a very cool discipline (as is adversarial stylometry, a set of techniques to obscure the authorship of a text):

    Link Preview Image
    Stylometry - Wikipedia

    favicon

    (en.wikipedia.org)

    But *stylometry has nothing to do with teaching someone how to write*.

    26/

    Cory DoctorowP This user is from outside of this forum
    Cory DoctorowP This user is from outside of this forum
    Cory Doctorow
    wrote last edited by
    #27

    Even if you want to write a pastiche in the style of some writer you admire (or want to send up), word choices and sentence structure are only incidental to capturing that writer's style. To reduce "style" to "stylometry" is to commit the cardinal sin of technical analysis: namely, incinerating all the squishy qualitative aspects that can't be readily fed into a model and doing math on the resulting dubious quantitative residue:

    favicon

    (locusmag.com)

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    Cory DoctorowP malteM 2 Replies Last reply
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    • Cory DoctorowP Cory Doctorow

      Even if you want to write a pastiche in the style of some writer you admire (or want to send up), word choices and sentence structure are only incidental to capturing that writer's style. To reduce "style" to "stylometry" is to commit the cardinal sin of technical analysis: namely, incinerating all the squishy qualitative aspects that can't be readily fed into a model and doing math on the resulting dubious quantitative residue:

      favicon

      (locusmag.com)

      27/

      Cory DoctorowP This user is from outside of this forum
      Cory DoctorowP This user is from outside of this forum
      Cory Doctorow
      wrote last edited by
      #28

      If you wanted to teach a chatbot to *teach* writing like a writer, you would - at a minimum - have to train that chatbot on the *instruction* that writer gives, not the material that writer has published. Nor can you infer how a writer would speak to a student by producing a statistical model of the finished work that writer has published. "Published work" has only an incidental relationship to "pedagogical communication."

      28/

      Cory DoctorowP 1 Reply Last reply
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      • Cory DoctorowP Cory Doctorow

        If you wanted to teach a chatbot to *teach* writing like a writer, you would - at a minimum - have to train that chatbot on the *instruction* that writer gives, not the material that writer has published. Nor can you infer how a writer would speak to a student by producing a statistical model of the finished work that writer has published. "Published work" has only an incidental relationship to "pedagogical communication."

        28/

        Cory DoctorowP This user is from outside of this forum
        Cory DoctorowP This user is from outside of this forum
        Cory Doctorow
        wrote last edited by
        #29

        Critics of Grammarly are mostly focused on the effrontery of using writers' names without their permission. But I'm not bothered by that, honestly. So long as no one is being tricked into thinking that I endorsed a product or service, you don't need my permission to say that I inspired it (even if I think it's shit).

        29/

        Cory DoctorowP 1 Reply Last reply
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        • Cory DoctorowP Cory Doctorow

          Critics of Grammarly are mostly focused on the effrontery of using writers' names without their permission. But I'm not bothered by that, honestly. So long as no one is being tricked into thinking that I endorsed a product or service, you don't need my permission to say that I inspired it (even if I think it's shit).

          29/

          Cory DoctorowP This user is from outside of this forum
          Cory DoctorowP This user is from outside of this forum
          Cory Doctorow
          wrote last edited by
          #30

          What I find offensive about Grammarly is *not* that they took my name in vain, but rather, that they reduced the complex, important business of teaching writing to a statistical exercise in nudging your work into a word frequency distribution that hews closely to the average of some writer's published corpus. *This* is Grammarly's fraud: not telling people that they're being "taught by Cory Doctorow," but rather, telling people that they are being "taught" *anything*.

          30/

          Cory DoctorowP 1 Reply Last reply
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          • Cory DoctorowP Cory Doctorow

            What I find offensive about Grammarly is *not* that they took my name in vain, but rather, that they reduced the complex, important business of teaching writing to a statistical exercise in nudging your work into a word frequency distribution that hews closely to the average of some writer's published corpus. *This* is Grammarly's fraud: not telling people that they're being "taught by Cory Doctorow," but rather, telling people that they are being "taught" *anything*.

            30/

            Cory DoctorowP This user is from outside of this forum
            Cory DoctorowP This user is from outside of this forum
            Cory Doctorow
            wrote last edited by
            #31

            Reducing "teaching writing" to "statistical comparisons with another writer's published work" is another way of saying "go fuck yourself" - not to the writers whose identities that Grammarly has hijacked, but to the customers they are tricking into using this terrible, substandard, damaging product.

            Preying on aspiring writers is a grift as old as the publishing industry.

            31/

            Cory DoctorowP 1 Reply Last reply
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            • Cory DoctorowP Cory Doctorow

              Reducing "teaching writing" to "statistical comparisons with another writer's published work" is another way of saying "go fuck yourself" - not to the writers whose identities that Grammarly has hijacked, but to the customers they are tricking into using this terrible, substandard, damaging product.

              Preying on aspiring writers is a grift as old as the publishing industry.

              31/

              Cory DoctorowP This user is from outside of this forum
              Cory DoctorowP This user is from outside of this forum
              Cory Doctorow
              wrote last edited by
              #32

              The world is full of dirtbag "story doctors," vanity presses, fake literary agents and other flimflam artists who exploit people's natural desire to be understood to steal from them:

              Link Preview Image
              Writer Beware

              Shining a small, bright light in a wilderness of writing scams

              favicon

              Writer Beware (writerbeware.blog)

              Grammarly is yet another company for whom "AI" is just a way to lower quality in the hopes of lowering expectations. For Grammarly, helping writers with their prose is an irritating adjunct to the company's main business of separating marks from their money.

              32/

              Cory DoctorowP 1 Reply Last reply
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              • Cory DoctorowP Cory Doctorow

                The world is full of dirtbag "story doctors," vanity presses, fake literary agents and other flimflam artists who exploit people's natural desire to be understood to steal from them:

                Link Preview Image
                Writer Beware

                Shining a small, bright light in a wilderness of writing scams

                favicon

                Writer Beware (writerbeware.blog)

                Grammarly is yet another company for whom "AI" is just a way to lower quality in the hopes of lowering expectations. For Grammarly, helping writers with their prose is an irritating adjunct to the company's main business of separating marks from their money.

                32/

                Cory DoctorowP This user is from outside of this forum
                Cory DoctorowP This user is from outside of this forum
                Cory Doctorow
                wrote last edited by
                #33

                In business theory, the perfect firm is one that charges infinity for its products and pays zero for its inputs (you know, "scholarly publishing"). For bosses, AI is a way to shift their firm towards this ideal.

                In this regard, AI is connected to the long tradition of capitalist innovation, in which new production efficiencies are used to increase quantity at the expense of quality.

                33/

                Cory DoctorowP KichaeK 2 Replies Last reply
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                • Cory DoctorowP Cory Doctorow

                  In business theory, the perfect firm is one that charges infinity for its products and pays zero for its inputs (you know, "scholarly publishing"). For bosses, AI is a way to shift their firm towards this ideal.

                  In this regard, AI is connected to the long tradition of capitalist innovation, in which new production efficiencies are used to increase quantity at the expense of quality.

                  33/

                  Cory DoctorowP This user is from outside of this forum
                  Cory DoctorowP This user is from outside of this forum
                  Cory Doctorow
                  wrote last edited by
                  #34

                  This has been true since the Luddite uprising, in which skilled technical workers who cared deeply about the textiles they produced using complex machines railed against a new kind of machine that produced manifestly *lower quality* fabric in much higher volumes:

                  Link Preview Image
                  Pluralistic: Brian Merchant’s “Blood In the Machine” (26 Sep 2023) – Pluralistic: Daily links from Cory Doctorow

                  favicon

                  (pluralistic.net)

                  It's not hard to find credible, skilled people who have stories about using AI to make their work better.

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                  Cory DoctorowP 1 Reply Last reply
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                  • Cory DoctorowP Cory Doctorow

                    This has been true since the Luddite uprising, in which skilled technical workers who cared deeply about the textiles they produced using complex machines railed against a new kind of machine that produced manifestly *lower quality* fabric in much higher volumes:

                    Link Preview Image
                    Pluralistic: Brian Merchant’s “Blood In the Machine” (26 Sep 2023) – Pluralistic: Daily links from Cory Doctorow

                    favicon

                    (pluralistic.net)

                    It's not hard to find credible, skilled people who have stories about using AI to make their work better.

                    34/

                    Cory DoctorowP This user is from outside of this forum
                    Cory DoctorowP This user is from outside of this forum
                    Cory Doctorow
                    wrote last edited by
                    #35

                    Elsewhere, I've called these people "centaurs" - human beings who are assisted by machines. These people are embracing the socialist mode of automation: they are using automation to improve *quality*, not *quantity*.

                    Whenever you hear a skilled practitioner talk about how they are able to hand off a time-consuming, low-value, low-judgment task to a model so they can focus on the part that means the most to them, you are talking to a centaur.

                    35/

                    Cory DoctorowP 1 Reply Last reply
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                    • Cory DoctorowP Cory Doctorow

                      Elsewhere, I've called these people "centaurs" - human beings who are assisted by machines. These people are embracing the socialist mode of automation: they are using automation to improve *quality*, not *quantity*.

                      Whenever you hear a skilled practitioner talk about how they are able to hand off a time-consuming, low-value, low-judgment task to a model so they can focus on the part that means the most to them, you are talking to a centaur.

                      35/

                      Cory DoctorowP This user is from outside of this forum
                      Cory DoctorowP This user is from outside of this forum
                      Cory Doctorow
                      wrote last edited by
                      #36

                      Of course, it's possible for skilled practitioners to produce bad work - some of my favorite writers have published some very bad books indeed - but that isn't a function of automation, that's just human fallibility.

                      A reverse centaur (a person conscripted to act as a peripheral to a machine) is trapped by the capitalist mode of automation: quantity over quality.

                      36/

                      Cory DoctorowP 1 Reply Last reply
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                      • Cory DoctorowP Cory Doctorow

                        Of course, it's possible for skilled practitioners to produce bad work - some of my favorite writers have published some very bad books indeed - but that isn't a function of automation, that's just human fallibility.

                        A reverse centaur (a person conscripted to act as a peripheral to a machine) is trapped by the capitalist mode of automation: quantity over quality.

                        36/

                        Cory DoctorowP This user is from outside of this forum
                        Cory DoctorowP This user is from outside of this forum
                        Cory Doctorow
                        wrote last edited by
                        #37

                        Machines work faster and longer than humans, and the faster and harder a human can be made to work, the closer the firm can come to the ideal of paying zero for its inputs.

                        A reverse centaur works for a machine that is set to run at the absolute limit of its human peripheral's capability and endurance. A reverse centaur is expected to produce with the mechanical regularity of a machine, catching every mistake the machine makes.

                        37/

                        Cory DoctorowP D 2 Replies Last reply
                        0
                        • Cory DoctorowP Cory Doctorow

                          Machines work faster and longer than humans, and the faster and harder a human can be made to work, the closer the firm can come to the ideal of paying zero for its inputs.

                          A reverse centaur works for a machine that is set to run at the absolute limit of its human peripheral's capability and endurance. A reverse centaur is expected to produce with the mechanical regularity of a machine, catching every mistake the machine makes.

                          37/

                          Cory DoctorowP This user is from outside of this forum
                          Cory DoctorowP This user is from outside of this forum
                          Cory Doctorow
                          wrote last edited by
                          #38

                          A reverse centaur is the machine's accountability sink and moral crumple-zone:

                          Link Preview Image
                          Moral Crumple Zones: Cautionary Tales in Human-Robot Interaction | Engaging Science, Technology, and Society

                          favicon

                          (estsjournal.org)

                          AI is a normal technology, just another set of automation tools that have some uses for some users. The thing that makes AI signify "go fuck yourself" isn't some intrinsic factor of large language models or transformers. It's the capitalist mode of automation, increasing quantity at the expense of quality.

                          38/

                          Cory DoctorowP JWcph, Radicalized By DecencyJ 2 Replies Last reply
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                          • Cory DoctorowP Cory Doctorow

                            A reverse centaur is the machine's accountability sink and moral crumple-zone:

                            Link Preview Image
                            Moral Crumple Zones: Cautionary Tales in Human-Robot Interaction | Engaging Science, Technology, and Society

                            favicon

                            (estsjournal.org)

                            AI is a normal technology, just another set of automation tools that have some uses for some users. The thing that makes AI signify "go fuck yourself" isn't some intrinsic factor of large language models or transformers. It's the capitalist mode of automation, increasing quantity at the expense of quality.

                            38/

                            Cory DoctorowP This user is from outside of this forum
                            Cory DoctorowP This user is from outside of this forum
                            Cory Doctorow
                            wrote last edited by
                            #39

                            Automation doesn't *have* to be a way to reduce expectations in the hopes of selling worse things for more money - but without some form of external constraint (unions, regulation, competition), that is inevitably how companies will wield *any* automation, including and especially AI.

                            eof/

                            1 Reply Last reply
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                            • Cory DoctorowP Cory Doctorow

                              Normally the "digital divide" refers to *access* to technology, but as access becomes less and less of an issue, the real divide is between people who know how to defend themselves from the cruel indifference of technology designers and people who are helpless before their enshittificatory gambits.

                              5/

                              Kevin Karhan :verified:K This user is from outside of this forum
                              Kevin Karhan :verified:K This user is from outside of this forum
                              Kevin Karhan :verified:
                              wrote last edited by
                              #40

                              @pluralistic thus I coined the term "#TechLiteracy" (or lack thereof as "#TechIlliteracy").

                              • As this is a more fitting term to differenciate between "us" #TechLiterates (who know how to setup some lightweight #Linux distro and make it work (not just for us bot others) and those who believe the #Enshittification, #bloat and crap is "a fact of life" (aka. "#TechIlliterates")…
                                • Just like #literacy enables people to learn, interact and communicate, the same applies to using #technology and #media (see "#MediaLiteracy")…

                              Thus I see it as both moral and social duty to spread "Tech-Literacy" among society because decades of #illiteracy in #tech are now paying dividends and #Cyberfascists actively work on sabotaging and destroying #HumanRights and #CivilRights under #FalsePretenses lile "#YouthProtection" (see "#AgeVerification")…

                              lemgandiL 1 Reply Last reply
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                              • Cory DoctorowP Cory Doctorow

                                Zitron's stunt stuck with me because it's so simple and so apt. Every tech designer should be forced to use a stock configuration Acer Aspire 1 for a minimum of three hours/day, just as every aviation CEO should be required to fly basic coach at least one out of three flights (and one of two long-haul flights).

                                6/

                                Kevin Karhan :verified:K This user is from outside of this forum
                                Kevin Karhan :verified:K This user is from outside of this forum
                                Kevin Karhan :verified:
                                wrote last edited by
                                #41

                                @pluralistic IMHO politicans should be forced to exclusively use #PublicTransport 2nd if not 3rd class so they get to "#TouchGrass" (or rather "#TouchBase" with their constituents).

                                Same with #tech, really…

                                1 Reply Last reply
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                                • Cory DoctorowP Cory Doctorow

                                  To that, I will add: every news executive should be forced to consume the news in a stock browser with no adblock, no accessibility plugins, no Reader View, none of the add-ons that make reading the web bearable:

                                  Link Preview Image
                                  Pluralistic: The web is bearable with RSS (07 Mar 2026) – Pluralistic: Daily links from Cory Doctorow

                                  favicon

                                  (pluralistic.net)

                                  But in all honesty, I fear this would not make much of a difference, because I suspect that the people who oversee the design of modern news sites *don't care about the news at all*.

                                  7/

                                  Kevin Karhan :verified:K This user is from outside of this forum
                                  Kevin Karhan :verified:K This user is from outside of this forum
                                  Kevin Karhan :verified:
                                  wrote last edited by
                                  #42

                                  @pluralistic OFC they don't!

                                  And even then they too are just as #TechIlliterate and #MediaIlliterate as their customers!
                                  https://infosec.space/@kkarhan/116212547656181822

                                  1 Reply Last reply
                                  0
                                  • Kevin Karhan :verified:K Kevin Karhan :verified:

                                    @pluralistic thus I coined the term "#TechLiteracy" (or lack thereof as "#TechIlliteracy").

                                    • As this is a more fitting term to differenciate between "us" #TechLiterates (who know how to setup some lightweight #Linux distro and make it work (not just for us bot others) and those who believe the #Enshittification, #bloat and crap is "a fact of life" (aka. "#TechIlliterates")…
                                      • Just like #literacy enables people to learn, interact and communicate, the same applies to using #technology and #media (see "#MediaLiteracy")…

                                    Thus I see it as both moral and social duty to spread "Tech-Literacy" among society because decades of #illiteracy in #tech are now paying dividends and #Cyberfascists actively work on sabotaging and destroying #HumanRights and #CivilRights under #FalsePretenses lile "#YouthProtection" (see "#AgeVerification")…

                                    lemgandiL This user is from outside of this forum
                                    lemgandiL This user is from outside of this forum
                                    lemgandi
                                    wrote last edited by
                                    #43

                                    @kkarhan @pluralistic

                                    First step in Tech Literacy: use a password manager. Use A Password Manager. USE A PAASWORD MANAGER.

                                    Kevin Karhan :verified:K 1 Reply Last reply
                                    0
                                    • lemgandiL lemgandi

                                      @kkarhan @pluralistic

                                      First step in Tech Literacy: use a password manager. Use A Password Manager. USE A PAASWORD MANAGER.

                                      Kevin Karhan :verified:K This user is from outside of this forum
                                      Kevin Karhan :verified:K This user is from outside of this forum
                                      Kevin Karhan :verified:
                                      wrote last edited by
                                      #44

                                      @lemgandi @pluralistic OFC!

                                      And then go to a @cryptoparty@mastodon.earth / @cryptoparty@chaos.social / #CryptoParty and learn the basics on how to get started with @tails_live / @tails / #Tails and @torproject / #TorBrowser and all the other things…

                                      1 Reply Last reply
                                      0
                                      • Cory DoctorowP Cory Doctorow

                                        Machines work faster and longer than humans, and the faster and harder a human can be made to work, the closer the firm can come to the ideal of paying zero for its inputs.

                                        A reverse centaur works for a machine that is set to run at the absolute limit of its human peripheral's capability and endurance. A reverse centaur is expected to produce with the mechanical regularity of a machine, catching every mistake the machine makes.

                                        37/

                                        D This user is from outside of this forum
                                        D This user is from outside of this forum
                                        Darker Knight
                                        wrote last edited by
                                        #45

                                        @pluralistic

                                        All that to achieve ... what?

                                        Cheaper mass goods for a now dying out human populace that no longer want them, because the machinery that produced the goods so efficiently was alsol killing the very ecological balance that the consumer (human) species needed to be alive on.

                                        Stupid of what?

                                        1 Reply Last reply
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                                        • Cory DoctorowP Cory Doctorow

                                          That's "Ed, the financial sleuth." But Ed has another persona, one we don't get nearly enough of, which I delight in: "Ed the stunt journalist." For example, in 2024, Ed bought Amazon's bestselling laptop, "a $238 Acer Aspire 1 with a four-year-old Celeron N4500 Processor, 4GB of DDR4 RAM, and 128GB of slow eMMC storage" and wrote about the experience of using the internet with this popular, terrible machine:

                                          Link Preview Image
                                          Never Forgive Them

                                          In the last year, I’ve spent about 200,000 words on a kind of personal journey where I’ve tried again and again to work out why everything digital feels so broken, and why it seems to keep getting worse, despite what tech’s “brightest” minds might promise. More

                                          favicon

                                          Ed Zitron's Where's Your Ed At (www.wheresyoured.at)

                                          2/

                                          eLearningTechieE This user is from outside of this forum
                                          eLearningTechieE This user is from outside of this forum
                                          eLearningTechie
                                          wrote last edited by
                                          #46

                                          @pluralistic "stunt journalist" 🤣
                                          Nice!

                                          1 Reply Last reply
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