@WeirdWriter @onepict you're literally proving my point.
Someone: I find small LMs useful for spell checking
Anti-AI types: Nooo, how could you? You're so cringe, what's wrong with you.
@WeirdWriter @onepict like what? Transformers and attention is a step change from what we've had before in terms of spell checkers. If you're using the iOS keyboard, you're using transformer-based spell checking, same with GBoard to a degree.
"Their" vs "there" vs "they're" are all valid spellings, transformers encode the bidirectional context or causal context you need to tell the wheat from the chaff in this case. I think you're out of your depth here, respectfully.
Regardless, you're just proving my point further because you're obsessively offended by someone finding use in a piece of tech and can't let them be.
@marjolica @budududuroiu @WeirdWriter @onepict also Doctorow didn't just use an LLM for spell-checking, he pivoted to defending LLM use in general and disparaging those against it because he rightly predicted we'd be unhappy about his use of LLMs for spell-checking.
Also: we're unhappy because the technology being pushed on us is harmful in numerous ways. The AI boosters are unhappy because someone won't use the thing they're trying to sell (and/or because they keep getting called out on the harms). These are very different reasons to be unhappy with different levels of validity.
@WeirdWriter @tiotasram @marjolica @budududuroiu @onepict I think there is a secondary issue that 'open-source' offline LLMs aren't as ethical as people would like to claim them to be. (As far as I know all of the existing models are still based on plagiarism even if you're using an offline version. But I might be wrong about that.)
But it's a matter of degree and picking one's battles. Spellchecking seems less bad (to me) than outright generating new text, etc. I'd rather it was done only with ethically-trained models, obviously, but it wouldn't have seemed worth picking a fight over.
(Basically my perception of him — not just based on this — is that he likes attention.)
@benjamineskola @WeirdWriter @tiotasram @marjolica @onepict open source LLMs are ethical enough for me because it steals straight from the imperial core and provides efficient access to technology to the Global South. I can deploy a genuinely impressive Qwen3.5 on a gaming rig, this is massive. That Deepseek, Kimi, Qwen are all distilled from Claude and GPT is even more awesome.
The issue with slop today is merely accelerated by AI, the slopification of everything started with the financialisation of the internet, open-core SaaS, etc.
That's my take.
@budududuroiu @WeirdWriter @tiotasram @marjolica @onepict Tbh I'm not really interested in arguing about whether so-called 'open source' LLM are 'ethical enough'.
The point is that there was no 'witch hunt'. Doctorow invented it for attention.
@benjamineskola @WeirdWriter @tiotasram @marjolica @onepict tooootally not a witch hunt dude, like totes.
https://circumstances.run/@hipsterelectron/116119492721224685
You're treating pre-emption as an admission of guilt, I understand where he's coming from because I've seen accounts that are usually LLM skeptic post about how they found AI useful for X and immediately get barraged with "i can't believe you'd use fascist technology, blocked", and also the comments under this post prove exactly the "lib purity culture" Doctorow points to: https://hachyderm.io/@[email protected]me.org/116102639675376764
States are using LLMs for wars of aggression and Mastodon is arguing about whether watching YouTube or using an LLM spell checker is more unethical due to energy consumption (which shouldn't matter, we should have renewables and nuclear).
THE DOWNFALL OF DOCTOROW https://dair-community.social/@emilymbender/116109623550360087 CHUGGING THE HATERADE TO CELEBRATE
@budududuroiu @WeirdWriter @tiotasram @marjolica @onepict You're missing the point entirely, which is that this all came *after* he claimed there was a 'purity culture' 'witch hunt'. He made it up for attention, because that's what he does, and now you're rushing to defend him for ... reasons? I guess? Like, you're claiming that there are bigger issues but that's precisely the point: you're the one who brought him up. Why aren't you focusing on these bigger issues instead?
AI users are desperate to feel like the underdog, basically.
@tiotasram @marjolica @WeirdWriter @onepict how has technology been pushed on you when you don't want to?
I'm ambivalent on LLM use, but I only ever need to interact with it if I want to. Is it more work? Yes, I have to curate my own feeds, but you're on Mastodon so I assume you're ok with that.
To address this specific point for people who might actually listen: my 11-month-old opens up some sort of AI-powered Google "assistant" on my phone when she finger-mashes it. I didn't install it and it doesn't even show up as an app in the apps list. When I eventually figured out how to disable it (not through disabling the AI assistant in the settings) Google warned me that my operating system might not work if I did so (spoilers: that's a scare tactic, the OS works just fine).
LLM-generated summaries are present in most search engines and turned on by default (I have switched engines to avoid this), but also, even when the search engine doesn't embed it, lots of the hits are LLM-SEO'd bullshit full of lies. If I want to find answers to perfectly normal questions I've got to wade through these and hope I can spot the real info amongst all the slop.
Cherry on top: human & bots are submitting slop to human-curated spaces like open-source projects and writing/art contests. They've effectively DDoS'd several, and behave badly when simply told "please don't submit LLM/GAN-generated content here." (Oh right, that's what this thread was about in the first place!)
So please don't try to act like this stuff is opt-in or we're choosing to see it. It is very literally being thrust into our attention often against our explicit wishes.
> my 11-month-old opens up some sort of AI-powered Google "assistant" on my phone when she finger-mashes it.
Use GrapheneOS / disable Gemini
> LLM-generated summaries are present in most search engines and turned on by default
I can share my uBlock Origin list with you if you want
> lots of the hits are LLM-SEO'd bullshit full of lies. If I want to find answers to perfectly normal questions I've got to wade through these and hope I can spot the real info amongst all the slop.
So was bullshit SEO and content farm stuff before AI, Google Search was enshittified before AI, we know this because it came up in the 2019 Google anti-trust case that Google was purposefully making search worse to get people to search more and boost ad revenue
> Cherry on top: human & bots are submitting slop to human-curated spaces like open-source projects and writing/art contests. They've effectively DDoS'd several, and behave badly when simply told "please don't submit LLM/GAN-generated content here." (Oh right, that's what this thread was about in the first place!)
Curate your content, idk what do say, use RSS, follow bloggers that choose not to use AI.
> So please don't try to act like this stuff is opt-in or we're choosing to see it. It is very literally being thrust into our attention often against our explicit wishes.
So are ads, so is data harvesting, you can complain about it not being right, or do something about it, but you absolutely CAN do something about it.
@budududuroiu how have LLMs been pushed on us when we don't want them??
You're joking, right? This is a joke. Surely. 🫠
RE: https://kolektiva.social/@tiotasram/116193822725041391
please read this post and explain yourself....
https://mastodon.social/@tiotasram@kolektiva.social/116193822836695131
@[email protected] > my 11-month-old opens up some sort of AI-powered Google "assistant" on my phone when she finger-mashes it. Use GrapheneOS / disable Gemini > LLM-generated summaries are present in most search engines and turned on by default I can share my uBlock Origin list with you if you want > lots of the hits are LLM-SEO'd bullshit full of lies. If I want to find answers to perfectly normal questions I've got to wade through these and hope I can spot the real info amongst all the slop. So was bullshit SEO and content farm stuff before AI, Google Search was enshittified before AI, we know this because it came up in the 2019 Google anti-trust case that Google was purposefully making search worse to get people to search more and boost ad revenue > Cherry on top: human & bots are submitting slop to human-curated spaces like open-source projects and writing/art contests. They've effectively DDoS'd several, and behave badly when simply told "please don't submit LLM/GAN-generated content here." (Oh right, that's what this thread was about in the first place!) Curate your content, idk what do say, use RSS, follow bloggers that choose not to use AI. > So please don't try to act like this stuff is opt-in or we're choosing to see it. It is very literally being thrust into our attention often against our explicit wishes. So are ads, so is data harvesting, you can complain about it not being right, or do something about it, but you absolutely CAN do something about it.
@WeirdWriter @KFears @tiotasram @marjolica
This is a good post about it as well
https://brennan.day/an-open-letter-to-cory-doctorow-ollama-is-part-of-the-enshittification/

A response to Cory Doctorow's defense of generative AI, examining the contradictions in supporting Ollama while championing open source principles, and an examination about what purity culture and hypocrisy really means.
@WeirdWriter @KFears @tiotasram @marjolica
This is Doctorows Post
https://pluralistic.net/2026/02/19/now-we-are-six/
"Doubtless some of you are affronted by my modest use of an LLM. You think that LLMs are "fruits of the poisoned tree" and must be eschewed because they are saturated with the sin of their origins. I think this is a very bad take, the kind of rathole that purity culture always ends up in."
Which as I explained elsewhere was a little bit of a dog whistle, it was also the wrong definition.
@WeirdWriter @KFears @tiotasram @marjolica As survivors of religious cults have pointed out "Purity Culture" is rife in evangelical spaces and they need that term to explain the abuse they escaped.
As has been pointed out elsewhere in this thread by @benjamineskola Cory wanted the attention.
It was badly done.
@onepict @WeirdWriter @tiotasram @marjolica @benjamineskola Mhm, all the right-wing dog whistles present. "Purity culture", "witch hunt", "cancel culture", whatever fucking else. Just meaningless word soup to paraphrase "cmon it's not that bad, you're overreacting". Disgusting bully behavior.
Thank you for the links, saved them all, will read and share. People deserve to know.
@marjolica @WeirdWriter @onepict are you using an iPhone? Android? Your keyboard uses transformers and attention (the core architecture of general pre-trained transformers (GPTs).
By your definition, you're wasting your phone resources.