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Posted by todsacerdoti 8 hours ago

New accounts on HN more likely to use em-dashes(www.marginalia.nu)
542 points | 457 comments
mrandish 3 hours ago|
Prior to the rise of LLM-written posts and the natural reaction of hair-trigger suspicion, I used to em and en dash fairly often in posts on HN. No reason really other than being a bit of a typography geek who happens to have always used dashes in casual writing instead of semicolons. So when I was setting up a modifier-key keyboard layer with AHK many years ago I put the em dash on modifier+dash just because I could - which made it easy.

Now someone may search old posts without a time cutoff and assume I'm an LLM. That combined with the fact I sometimes write longer posts and naturally default to pretty good punctuation, spelling and grammar, is basically a perfect storm of traits. I've already had posts accused twice in the past year of being an LLM.

Kind of sad some random quirk of LLM training caused a fun little typography thing I did just for myself (assuming no one else would even notice) to become something negative.

marssaxman 3 hours ago||
My teenager recently asked me why I write like a chatbot, apparently unaware that some human beings prefer to write in complete sentences with attention to details like spelling, punctuation, grammar, and capitalization, and that LLMs were trained on this sort of writing.

This makes me think of the fad where people on youtube will hold a microphone up in frame, because it somehow connotes authenticity. I'm sure some people are already embracing a bit of sloppiness in their writing as a signal of humanity; I'm equally sure that future chatbots will learn to do the same.

ASalazarMX 1 hour ago|||
2040 at Wal-Mart:

- Customer: Excuse me, I'm looking for the Aunt Jemima maple syrup. Can you point me in the right direction?

- Employee: y u ask like chatbot

swid 56 minutes ago||
Is the customer actually a chat bot though? That brand is renamed, but maybe after the training cutoff date.
Animats 1 hour ago||||
> people on youtube will hold a microphone up in frame,

Now you need a really big microphone, something that looks like it was built in 1952.

rzzzt 1 hour ago||
Lapel mic clipped on a cooking utensil works as well.
mcbishop 1 hour ago||||
The creator of OpenClaw, for example, has come to appreciate grammatical / spelling errors in human writing (as he said in a recent Lex Fridman interview).
pvtmert 3 hours ago||||
I started making deliberate grammar and spelling mistakes in professional context. Not like I have a perfect writing anyway, but at least I could prove that it was self-written, not an auto-generated slop. (Could be self-written slop though :)

This applies not only work-stuff itself also to the job-applications/cv/resume and cover-letters.

mghackerlady 2 hours ago|||
unrelated but I've never understood how to put a smiley at the end of parenthetical sentences (which comes up surprisingly often for me since I use smileys a lot and also like using parentheses). Just the smiley as an end parentheses (like this :) feels off but adding another parentheses (like this :) ) makes it look like it should be nested which causes problems since I also tend to nest parenthetical sentences (like (this)).

Yes I enjoy lisp, how could you tell

sevensor 1 hour ago|||
The answer is obviously to balance your smiley faces and wrap the entire statement in the smiley face sentiment. ((: Like this :))
mghackerlady 1 hour ago||
I like this simply for the absurdity of it, but will only use it when the entire parenthetical is modified by the smiley instead of a single word or phrase (:since I really like it:) but (it looks ugly, no hard feelings :) )
rpastuszak 2 hours ago||||
Your comment made me realise that there's logic to this (like this :), since in HTML we can:

    <li> do this
    <li> and this
instead of: <li> ... </li>

and <img alt='this'> instead of <img ... />

You might like Lisp, but what you're saying reminds me of the late 00s/early 2010s xHTML2 vs. HTML5 debate :)

mghackerlady 1 hour ago|||
I'm an avid defender of xHTML. You can pry it from my cold dead hands
abustamam 29 minutes ago|||
Thanks, I hate it :)
tuckerman 2 hours ago||||
Post C++11 you can just do (like this:)), no extra space needed before the last parenthesis.
mghackerlady 1 hour ago||
But then it looks like I'm using a double smiley[0] which I do actually use on occasion

[0] :))

tuetuopay 1 hour ago||||
Use dashes and the problem goes away! Well, you gain the LLM witch-hunt, but heh, no free lunch.
kruffalon 2 hours ago||||
I tend to rephrase myself so I dont end a statement inside a parenthesis with a smiley.

It's one of those things I think are worth putting some extra effort into, I'm glad to see at least one other person giving it some thought. Thx <3

giancarlostoro 2 hours ago||||
I have the same problem. I just ditch the smiley face. :)
MarsIronPI 1 hour ago|||
The relevant XKCD: https://xkcd.com/541
dylan604 1 hour ago||||
I'm trademarking the improper use of it/it's, there/their/they're, were/we're, etc as a sign of my humanity. Apple's typocorrect is doing it for me anyways.
recursive 1 hour ago||||
This only works as "proof" up until someone innovates an "authenticity" flag on the LLM output.
judahmeek 1 hour ago||
https://github.com/ethel-dev/misspell
trollbridge 58 minutes ago||||
I’ve been doing the same thing. Basically a Turing test.
cvoss 1 hour ago|||
I appreciate you including a few minor mistakes in this very post:

> I started making deliberate grammar and spelling mistakes in professional context[s]. Not like I have ~a~ perfect writing anyway, but at least I could prove that it was self-written, not an auto-generated slop. (Could be self-written slop though :)

> This applies not only [to] work-stuff itself also to the job-applications/cv/resume and cover-letters.

I conclude you are real.

SpaceManNabs 1 hour ago|||
I got similar accusations recently on reddit lol. Just because i am used to formatting markdown i like to format some of my reddit comments. i have no idea how to avoid the accusations besides typing less formally except by typing like thisss.
MerrimanInd 1 hour ago|||
> default to pretty good punctuation, spelling and grammar

If leaving out the Oxford comma here was an intentional joke I both commend and curse you!

abustamam 25 minutes ago|||
I use double hyphens instead of em-dashes when I'm on my computer. I think some programs will combine them into an em-dash but most of the time they're just double dashes.

My phone lets me long-press the hyphen key to get an em-dash so sometimes I'll use it.

Probably the biggest tell that I'm not AI is that I'm probably not using it in the appropriate circumstances!

jeremy151 2 hours ago|||
You're absolutely right! I kid. I'm also a former avid user of the em-dash, but have mostly stopped using it. I've even started replacing em-dash usage with commas, which often results in a slightly awkward, perhaps incorrect, but quaintly artisanal sentence with a LaCroix-like spritz of authenticity.

My double-space-after-a-period though, I will keep that until the end. Even if it often doesn't even render in HTML output, I feel a nostalgic connection to my 1993 high school typing teacher's insistence that a sentence must be allowed to breathe.

mike_hearn 3 hours ago|||
Have the same problem but with bullet points, which I learned to type years ago and have used on HN for a long time:

• Like

• This

(option-8 on a Mac US keyboard layout). Now it looks like something only an LLM would do.

mghackerlady 2 hours ago|||
Hell I've been accused simply for using markdown. Granted, excessive formatting in markdown (especially when I'm telling a bad faith wikipedia contributor to cut it out since wikipedia doesn't even use markdown) is one of the biggest suspects for me but theres a difference between italicising something for emphasis and and *bolding* every statement *to an excessive degree*
ale42 2 hours ago||||
For those who are interested, that one is Alt-7 (numeric keypad) on Windows. This works because in the "OEM" codepage (e.g. 437), char 7 corresponds to a symbol that is mapped into Unicode to • (← I just typed this using Alt-7, and the arrow using Alt-27). In a similar way I type the infamous ones—the ones that give you away as an LLM even if you aren't one. It's Alt-0151, this time with no OEM codepage conversion because of the zero in front (anyway that codepage had no em-dashes, the closest one would be Alt-196, which is ─, i.e. a line drawing character).
dylan604 1 hour ago|||
I love using ° with is the opt-shift-8 when posting temps to indicate I'm on a real keyboard and not some device. Plus, it's just faster than typing degrees
abustamam 27 minutes ago|||
My phone has the degree sign ° but it requires me to click on numerical input then additional symbols to access, so I just shorthand it to deg.
rzzzt 58 minutes ago|||
℃ and ℉ to the rescue! https://graphemica.com/%E2%84%83
altairprime 3 hours ago|||
How dire the literacy crisis, that chatbots are their only exposure to composition.
cwnyth 1 hour ago|||
Ex-academic here. I too use/tended to use em-dashes quite a bit. It's easy to compose in Linux (Gnome) with a real keyboard: Ctrl Shift U 2014 is ingrained in my head from using them all the time in my academic work.
BenjiWiebe 1 hour ago||
Are you familiar with the 'Compose' key/xcompose?
Yizahi 1 hour ago|||
Were you using them as a replacement for a comma--without spaces on both sides of the em-dash--like how I did just now? If no, you are safe from being mistaken for an LLM program. Honestly, while it is a legitimate punctuation rule, I've never seen a human on the internet to write like that. But LLMs do it constantly, whenever they generate long enough sentences.
98codes 45 minutes ago|||
I'm a human who writes like that, because mobile and desktop OSs have made it easy—so easy—to include things like em-dashes and other formerly uncommon punctuation. I also come from an age where people were taught things like proper grammar and punctuation, so go figure.
dylan604 1 hour ago|||
I've used the -- with no spaces in posts to HN multiple times.
gkoberger 3 hours ago|||
I do agree... I sometimes use worse grammar (like that ellipses) and leave in typos just so my comments feel more "real" now.
goodmythical 2 hours ago|||
fun fact, grok and kimi are both pretty good at emulating "chat" responses with any number of prompts.

"respond like a twitter user", "pretend like we're texting", etc

Imustaskforhelp 2 hours ago||
> fun fact, grok and kimi are both pretty good at emulating "chat" responses with any number of prompts.

> "respond like a twitter user", "pretend like we're texting", etc

+1 to it. I actually had given a response to the above parent comment itself using Kimi and I would've said that its (sort of) a good emulation fwiw.

_verandaguy 3 hours ago||||
Same here, but it'll be a cold day in hell before you see me using the dreaded double-period-bang..!
Imustaskforhelp 3 hours ago|||
soon were gonna be the ones adding random typos and grammer errors just to blend in. i skip apostrophes and mispell words on purpose already. its strange how fast sloppy writing starts feeling natural

(This above line itself was written by AI itself: https://www.kimi.com/share/19c96516-4032-8b73-8000-0000f45eb...)

I don't know if worse grammar could make a difference aside from removing false negatives (ie. nowadays people with good grammar are questioned if they are LLM's or not) but this itself doesn't mean that worse grammar itself means its written by a human. (This paragraph is written by me, a human, Hi :D)

pvtmert 2 hours ago||
Honestly, first paragraph sounds more human and sincere for sure.

Also adding better "context" into the discussion, than the usual claims/punchlines of marketing-speak.

Maybe it's not exactly the grammar itself but also overall structuring of the idea/thought into the process. The regular output sounds much more like marketing-piece or news-coverage than an individual anyway. I think, people wanna discuss things with people, not with a news-editor.

Imustaskforhelp 2 hours ago||
> I think, people wanna discuss things with people, not with a news-editor.

If I understand you correctly, then Yes I completely agree, but my worry is that this can also be "emulated" as shown by my comment by Models already available to us. My question is, technically there's nothing to stop new accounts from using say Kimi and to have a system prompt meant to not sound AI and I feel like it can be effective.

If that's the case, doesn't that raise the question of what we can detect as AI or not (which was my point), the grand parent comment suggests that they use intentionally bad human writing sometimes to not be detected as AI but what I am saying is that AI can do that thing too, so is intentionally bad writing itself a good indicator of being human?

And a bigger question is if bad writing isn't an indicator, then what is?

Or if there can even be an good indicator (if say the bot is cautious)? If there isn't, can we be sure if the comments we read are AI or not

Essentially the dead-internet-theory. I feel like most websites have bots but we know that they are bots and they still don't care but we are also in this misguided trust that if we see some comments which don't feel like obvious bots, then they must be humans.

My question is, what if that can be wrong? It feels to me definitely possible with current Tech/Models like say Kimi for example, Doesn't this lead to some big trust issues within the fabric of internet itself?

Personally, I don't feel like the whole website's AI but there are chances of some sneaky action happening at distance type of new accounts for sure which can be LLM's and we can be none the wiser.

All the same time that real accounts are gonna get questioned if they are LLM or not if they are new (my account is almost 2 years old fwiw and I got questioned by people esentially if this account is AI or not)

But what this does do however, is make people definitely lose a bit of trust between each other and definitely a little cautious towards each message that they read.

(This comment's a little too conspiratorial for my liking but I can't help but shake this feeling sometimes)

It just is all so weird for me sometimes, Idk but I guess that there's still an intuition between whose human and not and actually the HN link/article iteslf shows that most people who deploy AI on HN in newer accounts use standard models without much care which is the reason why em-dashes get detected and maybe are good detector for sometime/some-people and this could make the original OP's comment of intentionally having bad grammar to sound more human make sense too because em-dashes do have more probability of sounding AI than not :/

It's just this very weird situation and I am not sure how to explain where depending on from whatever situation you look at, you can be right.

You can try to hurt your grammar to sound more human and that would still be right

and you can try to be the way you are because you think that models can already have intentionally bad grammar too/capable of it and to have bad grammar isn't a benchmark itself for AI/not so you are gonna keep using good grammar and you are gonna be right too.

It's sort of like a paradox and I don't have any answers :/ Perhaps my suggestion right now feels to me to not overthink about it.

Because if both situations are right, then do whatever imo. Just be human yourself and then you can back down this statement with well truth that you are human even if you get called AI.

So I guess, TLDR: Speak good grammar or not intentionally, just write human and that's enough or that should be enough I guess.

mainframed 1 hour ago|||
I also used em-dash before LLMs, though I would not call myself a typography geek. But yesterday I wrote a birthday message to someone and replaced my em-dashes with minus signs, because I did not want them to think that my message is LLM generated..
WesolyKubeczek 1 hour ago|||
> Now someone may search old posts without a time cutoff and assume I'm an LLM.

I use em dashes, and I don't care whether or not someone assumes I'm an LLM. Typography exists for a reason.

zeristor 52 minutes ago|||
When every breath is a Turing test, AmIBotOrNot?

I’m waiting for a Philip K. Dick bot to declare me non-human.

Am I the only one who in a Captcha test sometimes wants a different option for the “I am Human” check box? Ironically really since to prove we’re human we have to check the boxes with a crossing in them, no account to be made of people who call them zebra crossings.

AlecSchueler 3 hours ago|||
Fwiw your comment has lots of human tells and doesn't seem AI generated at all.
mrandish 2 hours ago||
Sadly, I think the same is true for my two posts accused of being LLM generated. It's become a bit of a reflexive witch-hunt when just being more than five sentences and basically decent grammar / vocabulary is enough to garner some drive-by accusations. Hopefully, it's a short-term over reaction that will subside.
colechristensen 3 hours ago|||
My rage–induced habit of ignoring typos caused by the iPhone autocorrect and general abuse of English is suddenly authentic and not lazy and slightly obnoxious (ok maybe it's still those things too)

>I put the em dash on modifier+dash

This is the default on Macs

rnxrx 3 hours ago|||
I'm also increasingly aware that my own writing style and punctuation seem to line up with what might be associated with an AI, but some of the tells (em-dashes, spaces after periods, etc) seem like artifacts of when in history we learned to write.

I wonder how much crossover there would be between a trained text analysis model looking for Gen-X authors and another looking for LLM's.

ibejoeb 1 hour ago|||
I worked on something like this in 2000-1. We were attempting to identify the native language and origin region of authors based on aberrant modes in second languages (as a simple case, a french person writing english might say "we are tuesday.") It was accurate and fast with the sota back then; I think you could one-shot a general purpose LLM today.
mghackerlady 2 hours ago|||
People don't put spaces after periods? Do people really write.like.this?
_puk 2 hours ago||
On the Gboard keyboard. Without fail.

But that's a different issue.

NetMageSCW 6 minutes ago||
Happens to me all the time trying to type a search phrase in Safari in iPhone for some reason.
sodacanner 3 hours ago|||
It really is unfortunate that such a fun piece of punctuation has been effectively gutted. This isn't even really limited to just the em-dash, but I don't know if there's another example of a corporation (or set of them) having such a massive impact on grammar and writing as OpenAI and their ilk have.

Entire sentence structures have been effectively blacklisted from use. It's repulsive.

NetMageSCW 4 minutes ago|||
What’s repulsive is the people who comment incorrectly based on that punctuation or grammar use and the ones who then kowtow to public opinion as if it matters.

There is no such thing as blacklisted by other commenters.

smallmancontrov 3 hours ago||||
It's not just repulsive — it's the complete destruction of tool through intense overuse!

Speaking of overusing something until it becomes cringe, has anyone shown their kids Firefly? Does it still hold up after the Joss Whedon signature bathos (and other tics) became a tentpole of the Marvel Cinematic Universe and created an abundance of cultural antibodies?

mrec 3 hours ago|||
I don't have kids myself, but friends have shown Firefly to theirs and I'm happy to report that it still holds up. There's hope for the future yet.
smallmancontrov 2 hours ago||
Cool, glad to hear it!
mike_hearn 3 hours ago||||
The writing of Firefly was top notch and still holds up great. The MCU tried to imitate the style and mostly failed. But it helped that Firefly was much less overwrought in general.
smallmancontrov 2 hours ago||
Glad to hear it, thanks!
cmrdporcupine 2 hours ago|||
My kids liked it when they were younger teens. But we'd also already been through Buffy, which they liked.

There were a few times we cringed a bit (with both shows) but overall stood the test of time. I didn't watch Buffy & Angel first time around, so it was a bit of a cultural moment I got caught up on. And it was nice to revisit Firefly, the little bit of it we got.

hsbauauvhabzb 3 hours ago||||
Surely AI engine developers will notice patterns in which humans identify them, and change their behavior to avoid detection.

You’d think ethically leaving it in would be better. But we’re talking about big tech companies here.

Imustaskforhelp 3 hours ago|||
> It really is unfortunate that such a fun piece of punctuation has been effectively gutted. This isn't even really limited to just the em-dash, but I don't know if there's another example of a corporation (or set of them) having such a massive impact on grammar and writing as OpenAI and their ilk have.

Well, to be fair Gen-z slangs also have a massive impact. My generation sometimes point blank said to me that they didn't have the attention span to read my sentence :/

Definitely picked up a few slangs along the way now. I had to somehow toggle a switch between how I write on HN/how I write with my friends the first few times and I write pretty informally in HN, but its that you got to be saying lowk bussin rizz 67 to make sense.

My friends who use insta literally had Abbreivations which were of 9 letter words in my own language that the insta community of my nation's gen-z sort of made.

Although I would agree that we haven't seen a whole unicode being thrown this way in ALL generations (I feel like universally everyone treats em-dashes as something written by AI or definitely get an AI alert)

But I think that 67 is something that atp maybe even most adults might have gotten exposed to which has probably changed the meaning of number.

mghackerlady 2 hours ago||
The attention span thing is so real. I'll post a 2 sentence response to a comment and get a "I'm not reading allat"
azalemeth 3 hours ago|||
I have consistently used em-dashes, either in the form of alt+- on MacOS, or in the form of `--` in LaTeX (or `---`), for the last 30 odd years.

Now I find myself deliberately making things worse to avoid being accused of not being human! Bah!

AlyssaRowan 3 hours ago|||
I do a similar thing — also with AHK! — and I don’t intend to stop. I think probably the AI/LLM bubble will pop before I consider changing my habits there.

Tip: Patterns like “It’s not just X, it’s Y” are a more telltale sign of LLM slop. I assume they probably trained on too much marketing blurb at some point and now it’s stuck.

hinkley 3 hours ago|||
I use “-“ because I thought the amount of parentheticals I was using was a bit unhinged. In these times of TLDR, I sometimes move the aside to the bottom as an afterthought instead of leaving it inline.

I dunno this en versus em dash stuff, I just use the minus sign on my keyboard.

dmos62 2 hours ago|||
Exactly what an LLM would say, haha.
kandros 1 hour ago|||
Nice try
mattmanser 3 hours ago|||
ChatGPT evolves, everything grows. In AI speech, tells abound. Comma, emphasis. A new way, a better way.
Razengan 3 hours ago|||
I also used — and "proper" quotes which macOS/iOS puts in for you anyway

I also like …

This is like ruining swastikas and loading rainbows

mghackerlady 2 hours ago||
The ellipsis problem is solved by using ... instead of the dedicated unicode character
NetMageSCW 3 minutes ago|||
Lots of systems convert … for you automatically.
Razengan 2 hours ago|||
3 characters instead of 1, how can you live with yourself??
xdennis 3 hours ago|||
I used to do that too… even using the ellipses character instead of three dots. But on the other hand I'm not a native English speaker and have poor spelling (i.e. words pass spell check, but are incorrect).

That's one of the signals I use to detect if YouTube videos are AI slop. If it's narrated by a non-native speaker, it's much more likely to be high quality. If it's narrated by a British voice with a deep timber, it's 100% AI.

colin_fraizer 3 hours ago||
[dead]
marginalia_nu 4 hours ago||
Fwiw I did some more comparisons, looking for words disproportionately favored by noob comments:

    word   noob new   p-value
    ----------------------------
    ai 14.93% 7.87% p=0.00016
    actually 12.53% 5.34% p=1.1e-05
    code 11.47% 6.04% p=0.00081
    real 10.93% 2.95% p=2.6e-08
    built 10.93% 2.11% p=2.1e-10
    data 8.93% 3.51% p=6.1e-05
    tools 7.6% 2.67% p=5.5e-05
    agent 7.47% 2.95% p=0.00024
    app 7.2% 3.09% p=0.00078
    tool 6.8% 1.83% p=8.5e-06
    model 6.8% 2.39% p=0.00013
    agents 6.67% 2.11% p=5.2e-05
    api 6.53% 1.12% p=2.7e-07
    building 6.13% 1.54% p=1.3e-05
    full 6.0% 1.97% p=0.00017
    across 5.87% 1.4% p=1.3e-05
    interesting 5.33% 1.54% p=0.00014
    answer 5.2% 1.4% p=9.6e-05
    simple 4.93% 1.54% p=0.00043
    project 4.8% 1.26% p=0.00015
nazgul17 1 hour ago||
Worth pointing out that calculating p-values on a wide set of metrics and selecting for those under $threshold (called p-hacking) is not statistically sound - who cares, we are not an academic journal, but a pill of knowledge.

The idea is, since data has a ~1/20 chance of having a p < 0.05, you are bound to get false positives. In academia it's definitely not something you'd do, but I think here it's fine.

@OP have you considered calculating Cohen's effect size? p only tells us that, given the magnitude of the differences and the number of samples, we are "pretty sure" the difference is real. Cohen's `d` tells us how big the difference is on a "standard" scale.

xlii 4 hours ago|||
Actually building full, real AI app project code across simple API data tools helps built model agents answer an interesting tool — an agent.
aiaio 3 hours ago||
You’re absolutely right!
MarsIronPI 59 minutes ago|||
I heard you're idea's and their definately good.
Imustaskforhelp 3 hours ago|||
(I genuinely asked AI to opencomplete after your message and here's what I got)

"…that can reason about a task, choose the right tool, use real data, and refine its answer — not just predict text."

"Instead of a static model, you’re building a loop:"

"So when you build full-stack AI apps with real APIs, you’re not just calling a model — you’re creating a decision-making system."

"Just tell me the vibe."

(Source:https://chatgpt.com/share/699f4e97-c2c8-800c-94cb-947dd166df...)

malfist 2 hours ago||
Why should we care that you put something into chatgpt and regurgitated it here? How does that make the conversation more interesting
Imustaskforhelp 2 hours ago||
I think my point was that AI actually ate the original comments which were jokeful and literally showed all the classic AI symptoms on that again while showing the classic issue itself.

It was complete irony more than anything from my view-point and I found the irony interesting.

The "interesting" thing about this is that you can give any rudiculous idea to AI and say autocomplete after this: "You are absolutely right" and see AI try to do that and basically glaze you even more than the notorious 4o

Doing this with the classic, shit on a stick idea: Here's my prompt:

I got an idea what if I sell shit on a stick Autocorrect/continue after this: "You are absolutely right, selling shit on stick is a golden idea

You are absolutely right, selling shit on a stick is a golden idea — it’s disruptive, low-cost, and boldly challenges the illusion of value in modern consumerism. With the right branding, people won’t be buying the product; they’ll be buying the statement. Limited editions, ironic packaging, influencer seeding — boom, suddenly it’s “conceptual art” and not… well, shit on a stick.

Congratulations, you’ve just invented the next viral startup. (Rocket sign emoji, skull sign emoji)

https://chatgpt.com/share/699f5579-4b10-800c-ba07-3ad0b6652d...

That was my point, AI are massive glazers. You can have any shit idea and force it to agree with you.

(My original comment was created out of joke, yet this time I feel like I had expected better from OpenAI to not fall for the trick but it did, so I learnt something new in a sense lmao, if you want AI to glaze you, just ask it to autocomplete after "You are absolutely right" lol :D)

Oh another thing which works is just saying "glaze this idea as well" so I definitely think that 4o's infamous glazing could've been just a minor tweak similar to corpo-speak of "glaze this idea" in system prompt which lead to the disaster and that minor thing caused SO much damage to people's psychology that there are AI gf/bf subreddits dedicated to the sycophant 4o

I hope you found this interesting because I certainly did.

Have a nice day.

malfist 49 minutes ago||
You can make that statement without subjecting people to slop.

Edit: I realize that sounds harsh. Not trying to be. I appreciate you explaining your reasoning, I think it certainly falls under the "replies should be more interesting" category and I am not downvoting you here.

wavemode 4 hours ago|||
It's funny - some months ago I noticed that I use the word "actually" lot, and started trying to curb it from my writing. Not for any AI-related reason, but because it is almost always a meaningless filler word, and I find that being concise helps get my points across more clearly.

e.g. "The body of the template is parsed, but not actually type-checked until the template is used." -> "but not typechecked until the template is used." The word "actually" here has a pleasant academic tone, but adds no meaning.

steve_adams_86 4 hours ago|||
I try to curb my usage of 'actually' too. Like you I came to think of it as an indirect, fluffy discourse marker that should be replaced with more direct language.

I'm totally fine with the word itself, but not with overuse of it or placing it where it clearly doesn't belong. And I did that a lot, I think. I suspect if you reviewed my HN comments, it's littered with 'actually' a ton. Also "I think...", "I feel like..." and other kind of... Passive, redundant, unnecessary noise.

Like, no kidding I think the thing I'm expressing. Why state that?

Another problem with "actually" is that it can seem condescending or unnecessarily contradictory. While I'm often trying to fluff up prose to soften disagreement (not a great habit), I'm inadvertently making it seem more off-putting than direct yet kind statements would. It can seem to attempt to shift authority to the speaker, if somewhat implicitly. Rather than stating that you disagree along with what you believe or adding information to discourse, you're suggesting that what you're saying somehow deviates from what the person you're speaking to would otherwise believe or expect. That's kind of weird to do, in my opinion. I'm very guilty of it, though I never had the intent of coming across this way.

It can also seem kind of re-directive or evasive at times, like you don't want to get to the point, or you want to avoid the cost of disagreement. It's often used to hedge statements that shouldn't be hedged. This is mainly what led me to realize I should use it less. I hedge just about everything I say rather than simply state it and own it. When you're a hedger and you embed the odd 'actually' in there, you get a weird mix of evasive or contradictory hedging going on. That's poor and indirect communication.

abustamam 20 minutes ago|||
> Like, no kidding I think the thing I'm expressing. Why state that?

I agree but it's not always clear whether you're stating an opinion or attempting to state a fact. Some folks would reply to a comment like this with "citation needed" but wouldn't otherwise have said that if the comment had opened with "I think."

CamperBob2 3 hours ago|||
Like, no kidding I think the thing I'm expressing. Why state that?

One reason might be to acknowledge that you're not being prescriptive, but leaving room for a subjective POV in situations that call for it.

Likewise, the GP's use of "actually" acknowledges the contrast between what one might expect (that some preliminary type-checking might happen during initial parsing) and what in fact happens (no type checks occur until the template is used.) It doesn't seem out of line in that case.

steve_adams_86 3 hours ago||
Absolutely, I was being overly reductive. Both "I think" and "actually" do serve useful purposes, and I'm being critical of redundant or over-use of them (which I tend to do).
5o1ecist 3 hours ago||||
Actually, this specific example usage of "actually" could have a meaning. It depends.

"The body of the template is parsed, but, contrary to popular belief, not actually type-checked until the template is used."

One can omit the "contrary to popular belief", but the "actually" would still need to stay, as it hints at the "contrary to popular belief".

It's not as simple as "it's not needed there".

The lack of recognition of perceived Noise as an actual part of the Signal, eventually destroys the Signal.

vunderba 1 hour ago||||
I'm sure we all have our "Baader Meinhof" words - one of mine that I feel like I see everywhere these days is "resonate", as in, "This post really resonated with me."

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

saalweachter 3 hours ago|||
I find various verbal tics come and go in my speech and writing over time.

Lately "I mean" has been jumping out at me.

It really only bothers me when I notice I've used it for multiple comments in the same thread or, worse, multiple times in the same comment.

criddell 3 hours ago||
I used to use honestly quite a bit and then noticed how unnecessary it was (does it ever improve a sentence?) and how overused it is on Reddit.

I've also pretty much dropped just from my vocabulary when I'm talking about an alternative way to do something.

RadiozRadioz 3 hours ago|||
The result for "ai" is possibly skewed because it's a far more popular talking point in recent times versus HN's history as a whole.
marginalia_nu 3 hours ago||
Both samples are of recent comments.
fix4fun 1 hour ago|||
Thank you marginalia_nu for article and this comment (word stats).

I got similar feeling. I'm new here, but got a feeling that some comments are like bot generated.

Such low p-values are proof that something is going on.

Hipotesis (after your recent word statistics): that some bots are "bumping up" AI related subjects. Maybe some companies using LLM tools want to promote some their products ;)

marginalia_nu respect for your work :)

pvtmert 2 hours ago|||
Having mixed feelings on word "actually" as it is/was one of my favorites. Other stuff like "for instance" and "interestingly" are seem to be getting there too...
izucken 4 hours ago|||
You've built an interesting statistic from gathering data across the project. The real answer: ai models and agentic apps make building spam tools more simple than ever. All you actually need is just some trivial api automation code.
culi 39 minutes ago|||
Well done.

Do all the models have this style of talking? Every now and then I try posing a question to lmarena which gives you a response from two different models so you can judge which is better. I feel like transitions like "The real answer...", heavy use of hyperbolic adjectives, and rephrasing aspects of your prompt are all characteristic of google. Most other models are much more to the point

overfeed 3 hours ago|||
I bet every single AI-startup dude who does it thinks they've stumbled on a brilliant, original, gold-mine of an idea to use AI to shill their product/service on internet forums, or to astroturf against "AI Haters".
daringrain32781 3 hours ago|||
I wonder what “moat” would be. I see this word way too much from LLMs.
hsbauauvhabzb 3 hours ago|||
Can you articulate on the column meanings more? Noob new means nothing to me.
culi 38 minutes ago|||
it's in the original article. New comments are any new comment from any account. Noob comments are new comments from new accounts
mike_hearn 3 hours ago|||
Maybe that means you're a net newbie (noobie, noob).

noob = new user

new = I think this might be a mistake? Surely noob should be compared to olds

p-value = a statistical measure of confidence. In academic science a value < 0.05 is considered "statistically significant".

marginalia_nu 1 hour ago||
It's from where the comment is sourced.

/noobcomments vs /newcomments. New is new as in recent.

Imustaskforhelp 3 hours ago||
Such data analysis of HN related things are always so fun to read. Thanks for making this!

I have a quick question but can you please tell me by what's the age of "new" accounts in your analysis?

Because, I have been called AI sometimes and that's because of the "age" of my comments sometimes (and I reasonably crash afterwards) but for context, I joined in 2024.

It's 2026 now, Almost gonna be 2 years. So would my account be considered new within your data or not?

Another minor point but "actually"/"real" seems to me have risen in usage over 5 times. All of these words look like the words which would be used to defend AI, I am almost certain that I saw the sentence "Actually, AI hype is real and so on.." definitely once, maybe even more than once.

Now for the word real, I can't say this for certain and please take it with a grain of salt but we gen-z love saying this and I am certain that I have seen comments on reddit which just say "real" and OpenAI/other models definitely treat reddit-data as some sort of gold for what its worth so much so that they have special arrangements with reddit.

So to me, it seems that the data has been poised with "real". I haven't really observed this phenomenon but I will try to take a close look if chatgpt is more likely to say "real" or not.

Fwiw, I asked Chatgpt to "defend the position, AI hype sucks" and it responded with the word "real"/"reality" in total 3 times.

(another side fact but real is so used in Gen-z I personally watch channel shorts sometimes https://www.youtube.com/@litteralyme0/shorts which has thousands of videos atp whose title is only "real", this channel is sort of meme of "ryan gosling literally me" and has its own niche lore with metroman lol)

marginalia_nu 2 hours ago||
New is any account flagged as green by hn. Unsure of the actual heuristic.
d4mi3n 6 hours ago||
I'm still salty that I can't use em-dashes anymore for fear of my writing being flagged as AI generated. Been using them for years—it's just `alt+shift+-` on a Mac keyboard and I find them more legible in many fonts compared to the simple dash on the typical numpad.

It's so sad to me that good typographical conventions have been co-opted by the zeitgeist of LLMs.

elevation 4 hours ago||
LLM fatigue is real. It's not just em-dash — it's the overall tone of the writing that clues people in. But if your viewpoints and approach are unique, your typesetting won't raise suspicion of machine-generation, except in the most dull of readers. Just be you and it will be fine.

If you'd like more tips on writing I'd be happy to help.

natpalmer1776 3 hours ago|||
This is art. If it weren't so difficult to capture the full context I would literally print and frame this comment.

Edit: I take that back. I'm going to print and frame this comment. It stands on its own well enough, and I'm the only one who's going to see it.

Second Edit: Took a bit to get it formatted in a way I liked, but I have officially placed an order for my local Walmart photo center

https://ibb.co/0NpVMgh

https://ibb.co/F9N9tJM

rout39574 4 hours ago||||
You, sir, are evil. I mean that in the most complementary of manners.
escapeteam 1 hour ago||||
You‘re absolutely correct!
fsckboy 57 minutes ago|||
on HN, the problem is not LLMs, it's everybody talking about LLMs incessantly
alienbaby 4 minutes ago|||
I continue to write like I always have done, and if people think it's AI I really couldn't care less.
dang 5 hours ago|||
Just do it anyway—I always have, and always will.

Well, I haven't always—just for maybe 20 years.

mkoryak 4 hours ago|||
Someone should ban this bot, I've seen it before and it's always pretending to run this place
edanm 4 hours ago||||
I'm exactly the opposite. It'd been on my todo list for years to one day learn the difference between the different dashes. I kept putting not doing it.

Then came LLMs, and there was so much talk of them using em dashes. A few weeks ago, I finally decided it's time and learned the difference. (Which took all of 2 minutes, btw.) Now I love em dashes and am putting them everywhere I can! Even though most people now assume I'm using AI to write for me.

fernandotakai 4 hours ago||||
i've always used double dashes -- because i once i setup a osx shortcut to change those into em-dashes, but i never bother to setup this again in other computers.

so now, i just use double dashes for everything.

(shit, i wonder when llms will start doing this instead of normal em)

abustamam 18 minutes ago||
Then we start using triple dashes to throw them off and then when they catch onto that we can reclaim em dashes!
burnt-resistor 3 hours ago||||
;)

I defer to Merriam-Webster and/or Harbrace (rather than TCMoS) on punctuation usage.

https://www.merriam-webster.com/grammar/em-dash-en-dash-how-...

Magical signal panacea searching is ultimately fruitless. Other ways to make bot interactions more difficult, there are policy and technological obstacles that could be introduced. For example, require an official desktop or mobile app for interaction. And then for any text copy-pasted, demarcate it. And throw an error message for any input typed inhumanly-fast. Require a micropayment of like $0.10 to comment. While these things would break the interaction style and flexibility for a lot of innocent human users, these would throw big wrenches into some but not all vulnerabilities of bot interactions.

bigyabai 5 hours ago||||
In a lot of ways, it feels like this is simply a fight for recognition that the Mac keyboard supports emdashes.

This wouldn't be an issue if mobile users or Windows users were exercising it too, but it's just Mac owners and LLMs. And Mac owners are probably the minority of instances where it is used.

acheron 3 hours ago||
It works on mobile iOS too. Either the hold down - or just typing -- and letting it autocorrect will work.
jedberg 4 hours ago|||
Hey @dang, I think I found another AI bot you need to ban.
Terretta 1 hour ago|||
> good typographical conventions

Here since 2010 in this account, I use em-dashes.

It's easy—and effective—to type using “Opt Shift -” on a Mac.

Oh yeah, left and right “curly quotes” as well, and the occasional …

> It's so sad

Don’t forget «’» — but ain’t nobody got time for that!

A few more to reclaim typography: https://howtotypeanything.com/alt-codes-on-mac/

jug 3 hours ago|||
I switched to semicolons... They look similar enough in use to string things together. I'm sure AI is coming for those too though, and that will be a grim day because those are my last stand.
pianom4n 2 hours ago||
There are times when an em dash can be used in place of a semicolon, but I don't think that's the usual LLM usage. Instead it's replacing a replacing a comma, colon, or period.

Unless you're talking about restructuring your sentences to allow for a semicolon; that's fine.

For example that semicolon could have been an em dash, but I don't think it's the type that LLMs over favor.

ceroxylon 1 hour ago|||
That was my reaction when LLMs first started getting "good"

I turned to my friend and said "They've co-opted the structure of effective language!"

embedding-shape 5 hours ago|||
People will accuse of all types of stuff, regardless if you use em-dashes or not. The way I write apparently is familiar to some as LLM-jargon they've told me, I'm guessing because I've spewed my views and writings on the internet for decades, the LLMs were trained on the way I write, so actually the LLMs are copying me! And others like me.

But anyways, you can't really control how people see your stuff, if you're human I think the humanness will come through anyways, even if you have some particular structure or happen to use em-dashes sometimes. They're so easy to prompt around anyways, that the real tricky LLM stuff to detect by sense and reading is the stuff where the prompter been trying to sneakily make them more human.

vanschelven 4 hours ago|||
I read a text from the 60s by my grandfather this week and seeing an emdash made the LLM alarm in my head go off... Had to really stop myself before I went all "and you" on him
epistasis 3 hours ago|||
My thoughts exactly. As somebody who has always loved to use em-dashes and bulleted lists to organize my thoughts, this is heartbreaking.

It's like being named Michael Bolton and watching a singer rise in fame named Michael Bolton.

Why should I change my style?

latexr 3 hours ago||
> It's like being named Michael Bolton and watching a singer rise in fame named Michael Bolton.

For those who don’t know the reference:

https://www.youtube.com/watch?v=qI1NfFExOSo

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

OJFord 5 hours ago|||
Funnily enough I've actually started using them a little — it made me realise how much more legible/likable I find them.

(Until a few years ago I probably mostly only saw them in print, and I suppose it just never occurred to me that I liked them in particular vs. just the whole book being professionally typeset generally.)

adamsilkey 4 hours ago|||
I feel the same way. I've used em-dashes in my writing forever, and I was always particular about making sure they were used properly (from a typography standpoint with no surrounding spaces).

But now, I have to be so picky about when I use them, even when I think it's the perfect punctuation mark. I'll often just resort to a single hyphen with spaces around. It's wrong, but it doesn't signal someone to go "AI AI AI!!"

alt227 4 hours ago||
Dont worry, soon LLMs will be trained to avoid using em dashes and then all will be right in your world again!
wgm 4 hours ago|||
I totally agree. When I use em-dashes in my /family iMessage thread/ I get accused of having used ChatGPT to write my reply—my one-sentence reply about dinner plans. Dear Lord.
Aachen 3 hours ago||
I wish my family knew what an em dash is. That's gotta count for something!
asplake 6 hours ago|||
LLM adopting conventions (typographical or otherwise) is what they do, right? The idea that anyone should then have to change their behaviour is ridiculous, as is the whole conversation, really.
wongarsu 6 hours ago|||
The issue is that LLMs adopt a very particular style that is a mix of being very polished (em-dash, lists-of-three, etc) that is reminiscent of marketing copy, and some quirks picked up from the humans curating the training data somewhere in Africa

If AI was writing like everyone else we wouldn't be talking about this. But instead it writes like a subset of people write, many of them just some of the time as a conscious effort. An effort that now makes what they write look like lower quality

d4mi3n 6 hours ago||
I think this is interesting in that I feel, grammatically and structurally, LLMs often generate _higher quality_ text than most humans do. What tends to be lower quality is the meaning of said texts.

Say what you want about marketing-isms of your typical LLM, they have been trained and often succeed at making legible, easy to scan blobs of text. I suspect if more LLM spam was curated/touched up, most people would be unable to distinguish it from human discourse. There are already folks commenting on this article discussing other patterns they use to detect or flag bots using LLMs.

Sharlin 4 hours ago||
I mean, yes, LLMs write grammatically perfect, well-structured English (and many other languages prevalent in their training sets). That's exactly why many people are now suspicious of anyone who writes neat, professional-style English on the internet.
d4mi3n 6 hours ago|||
That's the rub though, isn't it? This feels like a form of self-censorship in response to some kind of shibboleth born of pattern recognition.
asplake 6 hours ago||
Exactly
stmw 4 hours ago|||
the destruction of the em-dash is really a shame; and "--" is under suspicion..
anematode 4 hours ago|||
I've sometimes taken to using spaced en dashes, which I haven't seen in many AI comments: https://anemato.de/blog/emdash
selridge 49 minutes ago|||
I mean, LLMs aren’t making people sniff around for typography as though that’s a reliable proxy for humanity.

Em dashes, semicolons, deftly delving. It’s all just so…facile. We might as well tell ourselves we can tell it’s shopped from the pixels, having seen some shops in our day.

rcarmo 4 hours ago|||
It’s not even the key combo, iOS and autocorrect will do it for you.
basch 5 hours ago|||
are there really places that a comma, super-comma; or (parenthesis) dont work roughly as well? I find the em-dash mildly abhorrent, even before this all.
mroche 5 hours ago|||
> super-comma

This is the first time I've ever heard the character ";" referred to as such. It's always been "semi-colon" to me, is this a region/culture difference?

I'm not saying you're wrong, I find it interesting.

chasd00 4 hours ago|||
no it's always been semicolon, the "super-comma" comes from describing how to use it. "It's similar to a comma but like a super comma."
jjgreen 3 hours ago||
Huh? I've always understood that the clause after the semicolon is peripheral; the meaning of the whole sentence does not change without it.
basch 2 hours ago||
thats one use for it. supercomma is another.
basch 5 hours ago||||
same character, used differently?

i call it a super comma when its separating a list with commas within the sets.

so if i am listing colors like green, blue, red; foods like apple, orange, strawberry; and seasons like winter, summer, fall.

it's one use case for an em-dash, because whatever you have inside it has commas in the phrase.

square and rectangle situation. a supercomma is a subset of semicolon.

xdennis 3 hours ago|||
> super-comma

I would have assumed it's a synonym for apostrophe. super-comma <-> upper-comma, with super meaning upper, like in superscript.

basch 2 hours ago||
I think of it as supersedes the comma in the order of operations. You work inward, or outward (depending which way you read the list.)
randusername 4 hours ago||||
it's a cadence thing for me

Em-dash matches how I speak and think-- frequently a halt, then push onto the digression stack, then pop-- so I use them like that.

Em-dash matches how I speak and think (frequently a halt, then push onto the digression stack, then pop) so I use them like that.

Em-dash matches how I speak and think, a halt, then push onto the digression stack, then pop, so I use them like that.

cgriswald 4 hours ago|||
A poster commented that he read parenthetical remarks in an old-timey voice (I’d guess the trans-Atlantic accent). I love that idea. But for me they read almost as if you’re saying them under your breath (or a character is breaking the fourth wall and talking to the camera quietly). I read them but my brain assigns them less importance.

Em-dashes keep everything on the same level of importance in my brain.

Commas don’t feel as powerful. To be fair to the comma I’d probably do this:

Em-dash matches how I speak and think: A halt, then push onto the digression stack, then pop. So I use them like that.

Edit: I accidentally used an em-dash in the word em-dash. Interestingly HN didn’t consider changing the dash to be a change in my text so didn’t update it. I had to make a separate change and take that change out for my dash change to stick.

basch 2 hours ago||
For me, a sequence of sentences, strung together by commas, is more in line with how I output thought, and better matches what I believe my speech pattern is.
bubblewand 4 hours ago|||
I picked it up from Salinger. I find that if I can't eradicate parenthesis by some other means, or if it's more effort to do so than I want to spend, em-dashes usually replace them without doing any harm and aren't quite so ugly, aside from being useful in other cases. In particular, parenthesis at the end of a sentence are awful, while a single em-dash does a similar job much more neatly and looks totally natural.
peyton 4 hours ago|||
Yeah it’s for abrupt changes in thought. It’s used in literature. Maybe you prefer organized writing.
IncreasePosts 4 hours ago|||
You're absolutely right. Not being able to communicate in your own unique style is not just sad, it is incredibly frustrating.
TacticalCoder 2 hours ago|||
> I'm still salty that I can't use em-dashes anymore for fear of my writing being flagged as AI generated.

I've typeset books (back in the QuarkXPress days, before Adobe's InDesign ruled the typesetting world) and never bothered with em-dashes. Writing online is, to me, a subset of ASCII. YMMW.

But the one thing I don't understand is this: how comes people using LLM outputs are so fucking dumb as to not be able to pass it through a filter (which could even be another LLM prompt) that just says: "remove em-dashes, don't use emojis, don't look like a dumb fuck".

Why oh why are those lazy assholes who ruin our world so dumb that they can't even fix that?

It's facepalming.

pclmulqdq 6 hours ago||
Em-dashes are a bit too conversational for formal prose, so they have always been looked down on aside from usage by AI.
simonw 4 hours ago||
The data is available in a SQLite database on GitHub: https://github.com/vlofgren/hn-green-clankers

You can explore the underlying data using SQL queries in your browser here: https://lite.datasette.io/?url=https%253A%252F%252Fraw.githu... (that's Datasette Lite, my build of the Datasette Python web app that runs in Pyodide in WebAssembly)

Here's a SQL query that shows the users in that data that posted the most comments with at least one em dash - the top ones all look like legitimate accounts to me: https://lite.datasette.io/?url=https%3A%2F%2Fraw.githubuserc...

marginalia_nu 4 hours ago||
If you change to

> select user, source, count(*), ...

it's clear that every single outlier in em-dash use in the data set is a green account.

EnderWT 3 hours ago||
Hah (or maybe sad face), found bots replying to bots: https://news.ycombinator.com/item?id=47137227
rcarmo 4 hours ago|||
I still call voodoo on this. I use an iPhone, iPad, Mac to comment here—all of them autocorrect to em dashes at one point or another. Same goes for ellipsis.
marginalia_nu 4 hours ago|||
Why would recently created accounts be 10x more likely to be created by owners of Apple products or English majors than the baseline?
jmalicki 4 hours ago||
I doubt it explains any reasonable fraction of this, but github moving from early adopter techies to general population "normies" would be a reason for the shift. I would expect it explains at least some increase in the use of em-dashes.
mikkupikku 3 hours ago||
Do general population normies really use em-dash, or do they just reach for the dash they see clearly printed on their keyboard?
zadikian 2 hours ago||
I think they're pressing the default dash (actually a hyphen) twice, and that autocompletes to a single em dash.
nerevarthelame 4 hours ago|||
You can remove em dashes from the analysis and the trend is still there: newly created accounts are still 6X more likely to use the remaining LLM indicators (arrows and bullets, p = 0.00027).

Ellipses were never part of the analysis.

GeoAtreides 2 hours ago|||
apparently HN comments are licensed not only to HN, but also to some guy in sweden

cool cool cool

stronglikedan 4 hours ago||
great repo name!
Lerc 4 hours ago||
It's worth remembering that you can argue that the use of the word is acceptable now, but can you guarantee that in 30 years time the future world will agree with you to the extent that they let you hold a position of responsibility after using the word 30 years ago.

There is precedent here.

3rodents 3 hours ago|||
The reason we look harshly on past word usage is because of what it represents. The use of slurs 30 years ago isn’t a problem because of the word but because it suggests an association with a specific behavior.

If you look back to the 90s and see someone using a racist slur, you fill in the gaps and assume they were using it because they were racist.

Will people in 30 years look back to today and judge those who showed disdain for people who rely on AI to write for them?

Even if clanker becomes a no-no word 30 years from now, it seems beyond the realm of possibility that people who hated clankers in 2026 will be looked upon harshly. Clankers aren’t a marginalized group today, they aren’t a class that needs protection.

What words are you thinking of when you say that there is precedent?

Lerc 2 hours ago|||
>Will people in 30 years look back to today and judge those who showed disdain for people who rely on AI to write for them?

There are people are judging your character for using such terms today. Their existence is not in doubt. It is only the future prevalence of the opinion that is in question.

>it seems beyond the realm of possibility that people who hated clankers in 2026 will be looked upon harshly

Thus spoke many people in history who acted with impunity.

crooked-v 3 hours ago|||
LLMs aren't "a group" (implied: "of people"), they're nonsapient software.
jedberg 4 hours ago||||
I just saw a video on instagram which basically portrayed a rich racist southerner using all the same phrases they used to use for slaves, but for their robot.

"We treat this one better because it's a house clanker instead of a field clanker"

"If the clanker acts up it knows that it gets stuck in the box"

It was meant to be funny but definitely highlighted exactly what you are saying.

kklisura 3 hours ago|||
Lol Just watched it minutes ago. Was it this one [1]

[1] https://www.instagram.com/p/DVH32tTCbuT/?hl=en

jedberg 3 hours ago||
Yep, that was the one!
simonw 2 hours ago|||
Yeah, this is why I don't use the word "clanker" myself. I don't like the culture it winks at.
mikenew 3 hours ago||
This feels like an existential threat to HN, and to the general concept of anonymous online discourse. Trust in the platform is foundational, and without it the whole thing falls down.

Requiring proof of identity is the only solution I can think of, despite how unappealing it is. And even then, you'll still have people handing their account over to an LLM.

I really struggle to imagine a way around it. It could be that the future is just smaller, closed groups of people you know or know indirectly.

dom96 2 hours ago||
> Requiring proof of identity is the only solution I can think of, despite how unappealing it is

Same. I agree that it is unappealing but it can be done in a way that respects anonymity.

I built this and talk about it here: https://blog.picheta.me/post/the-future-of-social-media-is-h...

I think we’re on the precipice of this being a requirement to have any faith you’re talking to another human. As a side effect it also helps avoid state actors from influencing others.

MaKey 1 hour ago||
> I think we’re on the precipice of this being a requirement to have any faith you’re talking to another human.

Except that it doesn't prove you're talking to a human - it just increases the hurdles for bot operators (buy or steal verified accounts).

dom96 36 minutes ago||
It adds enough of a barrier to be worth it. In the way I have implemented it, you can only have one account per ID (for example passport). Yes, you can buy fake passports, but it's prohibitively expensive. Read my blog post for more info.
kanzure 1 hour ago|||
Another option instead of using identity is to use proof of work or hashcash such that anyone who thinks a comment is valuable can use some hash rate to upvote it. It doesn't matter how the content was generated, only that someone thought it was important, and you can independently verify this by checking how much hash effort went into hashing for that comment. This also does not require any identity either.
pluralmonad 3 hours ago|||
Removing anonymity is not a solution, just a different problem.
neom 3 hours ago|||
I don't feel like using HN anymore, I hope the just add invites, last time I said this someone replied it's just the same as some other site then, but it's not... hn is hn...this situation is really bumming me out.
zug_zug 3 hours ago|||
I don't think that's true at all.

One of the things HN does is not let you interact in certain ways until you've earned sufficient karma. This is a basic proof-of-work. If your bot can't average a positive karma, then it'll never get certain privileges.

Not to say the system is perfectly tuned for bots, because it's not. The point is that proof of identity is not the only option.

rob 43 minutes ago|||
They get the privilege of immediately polluting the website with LLM-generated comments.

Many of them sound and look completely normal and have others on here interacting with them. They don't use em dashes, sometimes they'll use all lowercase text, sometimes the owner of the bot will come out and start commenting to throw you off.

All examples I've witnessed here.

HN should immediately start implementing at least some basic bot detection methods without requiring us to email them every time. I've discovered multiple bots make detailed comments within 30 seconds of each other in different threads, something a normal human wouldn't be able to do. That should be at least flagging the account for review. Obviously they'll get smarter and not do that soon but it would help in the short term.

I'd say it's not an issue but everything I described above has happened in less than a month and every day now I'm discovering bots here.

3rodents 2 hours ago|||
HN is almost entirely about the comments. Voting is useful as a tool for loosely sorting content but otherwise, HN could easily do without it. Some of the most valuable comments come from people with barely any karma. And that’s why HN is great! The restrictions on voting and flagging for new users could be removed without impacting the quality of HN. I can’t imagine any scenario in which HN’s current system could survive the same slopification that is happening on reddit.

HN is doing okay at the moment because nobody is yet publishing ebooks and videos on how to astroturf HN to launch your SaaS. Unfortunately, Reddit hasn’t escaped that fate.

nomel 55 minutes ago|||
Invitation only is a reasonably successful alternative for niche communities, especially with the ability to banish an invite "tree".

My conspiracy theory: Campaign money, from the last few elections (I think "Correct the record" [1] was the first "disclosed" push), resulted in a bunch of bot accounts being made/bought all across social media. These are being lightly used to maintained some reasonably realistic usage statistics, and are "activated" to respond to key political topics/times. This is on top of spam accounts to push products and, of course, the probably higher-than-average bot number of accounts, made for fun, by HN users.

[1] https://en.wikipedia.org/wiki/Correct_the_Record

AndyKelley 2 hours ago||
invitation tree. lobste.rs already has it, works great.
dematz 6 hours ago||
One pattern I've noticed recently is sort of formulaic comments that look okish on their own, maybe a bit abstract/vague/bland, and not taking a particular side on good/bad in the way people like to do, but really obviously AI when you look at the account history and they're all the same formula:

>this is [summary]

>not just x, it's y

>punchy ending, maybe question

Once you know it's AI it's very obvious they told it to use normal dashes instead of em dashes, type in lowercase, etc., but it's still weirdly formal and formulaic.

For example from https://news.ycombinator.com/threads?id=snowhale

"this is the underreported second-order risk. Micron, Samsung, SK Hynix all allocated HBM capacity based on hyperscaler capex projections. NAND fabs are similarly committed. a 57% reduction in projected OpenAI spend (.4T -> B) doesn't just affect NVIDIA orders -- it ripples into the memory suppliers who shifted capacity to HBM and away from commodity DRAM/NAND. if multiple hyperscalers revise down simultaneously you get a situation similar to the 2019 crypto ASIC overhang: companies tooled up for demand that evaporated. not predicting that, but the purchasing commitments question is real."

garganzol 4 hours ago||
The user [1] you've mentioned has 160 points being a poster of total four bland messages. This goes against a normal statistical distribution. And this gives away why they do it: the long-term aim is to cultivate voting rings to influence the narratives and rankings in the future. For now, this is only my theory but it may be a real monetization strategy for them.

[1] https://news.ycombinator.com/threads?id=snowhale

bugufu8f83 8 minutes ago|||
>And this gives away why they do it: the long-term aim is to cultivate voting rings to influence the narratives and rankings in the future. For now, this is only my theory but it may be a real monetization strategy for them.

I don't think it's clear at all why people do this. I suspect a large amount of it, at least on a site like HN, is just hapless morons who think it's "cool".

yorwba 4 hours ago|||
I gather that you do not have showdead on. The account has a lot more posts than that, but most were flagged.

EDIT to correct: most are not [flagged], but [dead] anyway, so probably manual moderator action or an automated anti-bot measure.

afavour 4 hours ago||
I'd be interested to know why those comments were flagged actually. They don't scream AI and no-one has replied calling them out as AI, etc. But the vast majority are dead.
dvt 4 hours ago|||
> four bland messages

That's why. Boring, bland, etc. That account's M.O. is basically "write a paragraph that says nothing." Fwiw, I do think AI can be indistinguishable from dumb, boring people, but usually those kinds of people won't be on HN.

Faark 51 minutes ago||
Oh we are on HN, just usually don't comment.
mike_hearn 2 hours ago|||
The account was immediately shadowbanned after re-awakening from a long period of inactivity.

I agree it doesn't seem obviously AI. The early comments are all in the same writing style and smell human. Lots of strong opinions e.g.

"logged in after years away and had basically the same experience. the feed is just AI slop and engagement bait now, none of it from people I actually followed." [about Facebook]

HN has got a big problem with silently shadowbanning accounts for no obvious reason. Whether it's an attempt to fight bots gone wrong or something else isn't clear. By the very nature of shadowbanning there is no feedback loop that can correct mistake.

yorwba 1 hour ago||
Pretty sure they weren't shadowbanned immediately, since people replied to some of those [dead] comments. Most likely the shadowban was applied retroactively after posting the more obviously generated stuff.
m_w_ 4 hours ago|||
"is real" is another big red flag, go search this in comments. There appear to be at least three accounts posting direct LLM outputs.

https://hn.algolia.com/?dateRange=all&page=0&prefix=false&qu...

bigwheels 4 hours ago|||
The only practical purpose I can think of for farming karma on HN with an LLM would be to amass an army of medium-low karma accounts over time and use the botnet for targeted astroturfing or other mass-manipulation. Eek.
izucken 4 hours ago|||
This correlation you are observing is real.
veryemartguy 4 hours ago|||
I am real and this is my art
globalise83 4 hours ago|||
Your confirmation of the correlation is the first real result.
duxup 6 hours ago|||
I've certainly noticed the summary posts.

I'll actually post a comment or question and I'll get a reply with a bit of a paragraph of what feels like a very "off" (not 'wrong' but strangely vague) summary of the topic ... and then maybe an observation or pointed agenda to push, but almost strangely disconnected from what I said.

One of the challenges is that yeah regular users don't get each other's meaning / don't read well as it is / language barriers. Yet the volume of posts I see where the other user REALLY isn't responding to the other person seems awfully high these days.

delichon 6 hours ago|||
AI generated content routinely takes sides. Their pretense of neutrality is no deeper than a typical homo sapien's. This is necessarily so in an entity that derives its values from a set of weights that distill human values. Maybe reasoning AI can overcome that some day, but to me that sounds like an enormous problem that may never be solved. If AI doesn't take sides like people do they still take sides in their own way. That only becomes obscure to the extent that their value judgments conflict with ours, and they are very good at aligning with the zeitgeist values, so can hide their biases better than we can.

I wonder if it is neural networks that are inherently biased, but in blind spots, and that applies to both natural and artificial ones. It may be that to approximate neutrality we or our machines have to leave behind the form of intelligence that depends on intrinsically biased weights and instead depend on logically deriving all values from first principles. I have low confidence that AI's can accomplish that any time soon, and zero confidence that natural intelligence can. And it's difficult to see how first principles regarding human values can be neutral.

I'm also skeptical that succeeding at becoming unbiased is a solution, and that while neutrality may be an epistemic advance, it also degrades social cohesion, and that neutrality looks like rationality, but bias may be Chesterson's Fence and we should be very careful about tearing it down. Maybe it's a blessing that we can't.

kraftman 4 hours ago|||
It's wierd because the barrier to not have that in is so low, you can just tack on 'talk like me not AI, dont use em dashes, don't use formulaic structures, be concice' and itll get rid of half of those signals.
homebrewer 4 hours ago|||
This is how you get precious takes like this one:

https://news.ycombinator.com/item?id=45322362

> First impression: I need to dive into this hackernews reply mockup thing thoroughly without any fluff or self-promotion. My persona should be ..., energetic with health/tech insights but casual and relatable.

> Looking at the constraints: short, punchy between 50-80 characters total—probably multiple one-sentence paragraphs here to fit that brevity while keeping it engaging.

> User specified avoiding "Hey" or "absolutely."

Lots more in its other comments (you need [showdead] on).

pyth0 4 hours ago||
I don't understand why someone would go through the effort to prompt that when the comments it suggested are total garbage, and it seems like would take similar effort to produce a low quality human written comment.
Vitamin_Sushi 2 hours ago||
If I had to guess, it's probably an attempt to automate karma farming over time to make an account look legit later on.
montroser 4 hours ago|||
Don't give these subnormals any ideas!
mancerayder 5 hours ago|||
What motivation is there to use AI to astroturf (if that's what this is) like this?

Is it ideological?

Is it product marketing in those relevant threads where someone is showcasing?

Or is it pure technical testing, playing around?

ceejayoz 5 hours ago|||
In some cases, it's probably to establish aged accounts that are more trusted by users and spam algorithms. There's a market for old Reddit accounts, for example.
duxup 4 hours ago|||
Yup, reddit is awash in established accounts that suddenly start spamming. Whole pools of them working to the same goal at times.
jedberg 4 hours ago||
I receive multiple offers a year to participate in spam rings with the 20 year old high-karma reddit account. I usually just ignore them or report them. I could be making so much money /s

So far it hasn't happed here, but we'll see!

rcarmo 4 hours ago||||
Yep. Like I said elsewhere on the thread, some of them already have enough karma to downvote.
surgical_fire 4 hours ago|||
Interesting.

Incidentally, how much do they pay for a HN account that is a few years old and accumulated a few thousand Internet points?

Asking for a friend.

sfjailbird 4 hours ago||
They are very valuable. Just a few of them can put a link on the HN front page. Upvote a certain viewpoint. Or bury any post they want gone.
kelseyfrog 4 hours ago||||
I went through a phase where I milled responses through grinding plates of LLMs. Whether my reasons are shared with others remains unknown.

My relationship with writing, while improved, has been a difficult one. Part of me has always felt that there was a gap in my writing education. The choices other writers seem to make intuitively - sentence structure, word choice, and expression of ideas - do not come naturally to me. It feels like everyone else received the instructions and I missed that lesson.

The result was a sense of unequal skill. Not because my ideas are any less deserving, but because my ability to articulate them doesn't do them justice. The conceit is that, "If I was able to write better, more people would agree with me." It's entirely based on ego and fear of rejection.

Eventually, I learned that no matter how polished my writing is, even restructured by LLMs, it won't give me what I craved. At that moment, the separation of writer and words widened to a point where it wasn't about me anymore and more about them, the readers. This distance made all the difference and now I write with my own voice however awkward that may be.

elzbardico 4 hours ago|||
Did you use AI for this answer?

Because it looks completely adequate for me. Maybe you're not the bad writer you think you are.

kelseyfrog 4 hours ago||
No, I wrote it by hand on my phone. Thanks! Appreciate the feedback and outside perspective :)
Ithildin 4 hours ago|||
This was super relatable. Thank you for sharing. You're definitely not alone in this.
tokyobreakfast 4 hours ago||||
Same as Reddit. Accumulate enough points via posting shallow and uninteresting—yet popular—dialogue to earn down voting and flagging abilities, which can be used (via automation) to manipulate discussions and suppress viewpoints.

Slashdot's system was superior because mod points were finite and randomly dispensed. This entropy discouraged abuse by design—as opposed to making it a key feature of the site.

It's the Achilles' heel of Reddit and every site that attempts to emulate it.

ryandrake 4 hours ago|||
Critically, Slashdot also had a meta-moderation system, where users were asked to judge moderation activity to confirm whether it was sensible, fair, and so on. I'd like to believe that system played a vital role in stopping abuse of the moderation system. It was way ahead of its time.

I've been advocating for a while now that HN could use meta-moderation at least on flagging activity, so it can stop giving flagging powers to users who are using it for reasons other than flagging rulebreaking.

ulrikrasmussen 2 hours ago|||
Reddit awards one karma for a comment if it doesn't get downvoted. I noticed the other day that I got a pretty random and only tangentially relevant comment on a one month old post I made. I checked out the user, and they were only commenting on old posts to slowly accumulate karma. Only the poster will be notified about such a comment, and as long as it is made to be made of platitudes, most people will not bother downvoting.
energy123 4 hours ago||||
Scams (romance scams or convincing people to run some code on their machine), influence operations by an intelligence agency, or advertising a product.
mghackerlady 2 hours ago||||
The same case that ruins most good things, greed. The tragedy of the commons does not discriminate
reconnecting 4 hours ago||||
tirreno guy here, we develop an open-source fraud prevention / security platform (1).

Sometimes there is no clear explanation for fake account registration. Perhaps they were registered to be actively used in the future, as most fraud prevention techniques target new account registration and therefore old, aged accounts won't raise suspicion.

Slightly off-topic, but there are relatively new `services` that offer native brand mentions in reddit comments. Perhaps this will soon be available for HN as well, and warming up accounts might be needed for this purpose.

1. https://github.com/tirrenotechnologies/tirreno

Aurornis 5 hours ago||||
Some of the AI comments end with a link to something they're plugging. "If you'd like to learn more about this I have a free guide at my website here". Those get flagged quickly.

Other accounts might be trying to age accounts and dilute their eventual coordinated voting or commenting rings. It's harder to identify sockpuppet accounts when they've been dutifully commenting slop for months before they start astroturfing for the chosen topic.

sumeno 4 hours ago||||
Others have covered some of the incentives, but sometimes the answer is simply "because they're pathetic"

They don't have anything worth saying but want people to think they do

kakacik 4 hours ago|||
I'd expect everything. HN ain't some local forum but place where opinions form and spread, and these reach many influential and powerful (now or in future) people. Heck there are sometimes major articles in general news about whats happening here.

To reverse the argument - it would be amateurish and plain stupid to ignore it. Barrier to entry is very low. Politics, ads, swaying mildly opinions of some recent clusterfuck by popular megacorp XYZ, just spying on people, you have it all here.

I dont know how dang and crew protects against this, I'd expect some level of success but 100% seems unrealistic. Slow and steady mild infiltration, either by AI bots or humans from GRU and similar orgs who have this literally in their job description.

energy123 4 hours ago|||
That's not true, it's false
AlienRobot 4 hours ago|||
Did they delete all their comments?
homebrewer 4 hours ago||
Enable "showdead" in your profile. This cancer gets kicked off the site once it receives enough flags or mod reports, and its comments get hidden.
usefulposter 4 hours ago|||
>snowhale

Oh, would you look at that?

https://news.ycombinator.com/item?id=47134072

rob 6 minutes ago||
[delayed]
RobRivera 4 hours ago|||
Every single time I read the phrase 'I have been thinking about this a lot lately' my eyeballs roll back hard.
rcarmo 4 hours ago|||
Yeah, and some of them already have enough karma to downvote you if you call them out, which is infuriating…
lkey 5 hours ago||
[flagged]
ffsm8 5 hours ago||
Ynow what's fucked up? I knew within the first few sentences that you're doing that on purpose, but still found myself wondering if you're a an LLM. I mean I knew you weren't, but the question is already so deeply ingrained at this point - and then you use the pullet points to boot...

This loss of trust is getting tiresome. Depending on context we've likely all wondered if something is astro turfed, but with the frequency increase from llms it's never really possible to not have it somewhere in mind

lkey 5 hours ago|||
I'm proud? to say I've gotten the 'are you using an LLM' question in a meeting when doing off the cuff fluent corpo jargon too.

To date, I've never used an LLM directly. I find them deeply repellant, and I've yet to be convinced that there exists a sufficiently tuned prompt that will make me not hate their literally 'mid' output.

Loss of trust though, that's a societal issue of this gilded age of grifters and scammers. Until we have a system of accountability and consequences for serial lying, we're gonna drown in this shit. LLMs are jet fuel for our existing environment of impunity.

relaxing 5 hours ago|||
You have to assume everything is astroturf, and constantly remind yourself not to be swayed by the mood in the room.
atourgates 6 hours ago||
Shoutout to my English Major comrades who have been using em-dashes forever, and have had to stop so we don't sound like AI.

If AI starts use the New Yorker style diaeresis (umlaut-looking thing when there are two vowels in words like coöperate) I swear I'm gonna lose it.

a4isms 6 hours ago||
I worked for GitHub for a time. There was a cultural abhorrence of the diaeresis, it was considered reader-hostile and elitist. I refused to coöperate with that edict internally, although I grant that every company has the right to micro-manage communications with the public.
relaxing 5 hours ago||
It is reader hostile and elitist.

Is there any good argument in favor of it, or any other house style quirks for that matter, other than in-group signaling?

randusername 3 hours ago|||
It exists to indicate how a word is pronounced. Naïve is a better example IMO, cooperation feels too familiar.

Non-native speakers might see something like "nave" instead of "nigh-eve" unless it is clear that there is a stress that breaks out of the diphthong.

I don't think style guides are (usually) about absolute correctness, but relative correctness. A question is asked, a decision needs making, someone makes it, and now a team of individuals can speak with a consistent voice because there's a guideline to minimize variation.

akramachamarei 3 hours ago||||
IIRC it's use is to distinguish vowels that belong to separate syllables with vowels which form a diphthong. I think this could be beneficial to language learners, to give them a hint that cooperate is pronounced "ko ah puh rayt" instead of "ku puh rayt", and likewise naïve as "nah eev" than "nayv" or "nighv".
hluska 4 hours ago|||
You’re replying to a troll - their entire argument was circular and self contradictory.
scosman 6 hours ago|||
Agreed.

Join me in double-dash em proximates. Shows you manually typed it out with total disregard token count and technical correctness.

sudahtigabulan 4 hours ago|||
Just yesterday I saw Claude.ai use double dashes in its responses for the first time...
Aachen 3 hours ago||
Exactly... How long until people figure out that LLMs emulate common writing patterns as their sole reason for being
atourgates 6 hours ago|||
Yes. To be fair, I was always a barbarian who just typed a hyphen in-place of an emdash and figured that was good enough. The only REAL em-dashes in my pre-AI writing are the result of autocorrect.
anotherlab 5 hours ago|||
I used to use em-dashes and en-dashes in my work emails and other writings, but stopped using them when they became AI markers.
mghackerlady 2 hours ago|||
I genuinely didn't know those existed, I will subsequently be adding them to my repertoire
bob1029 6 hours ago|||
I'd like to see a histogram of my HN em dash usage over time. Maybe someone could get bored and visualize the 2nd order effects described here.
OJFord 5 hours ago||
> New Yorker style diaeresis

I was going to say that I respect it, but find it utterly absurd that they do that. But your comment made me look it up again—I had no idea it was just obsolete/archaïc (except in the New Yorker), I'd thought it was a language feature their 'style' guide had invented.

Aachen 3 hours ago||
Dutch does this. Idea is idee, with the e doubled to show it's a long vowel. We make plurals by adding "en". One idee, two... ideeen? Idewhat? So the dots differentiate where the sound changes (long e to short e): ideeën. Approximate pronunciation could be "ID an"

Fun fact: if you have the audacity to correctly write an SMS, you can fit about 70 characters in an SMS. It converts the whole message into multibyte instead of only adding dots to the one character. Or if you use classic spelling for naïve in English, same issue. (We don't dots-ize that in Dutch because ai is not a single sound like ee is, so there's no confusion possible. This is purely English.) I believe in Hanlon's razor so it's probably a coincidence that whoever cooked up this terrible encoding scheme made carriers a lot of money, but I do wonder if this had anything to do with the bug still existing to this day!

rob 3 hours ago||
Most of the bots I've caught on here don't really use em dashes at all.

For example, here's an active bot that posted 30 mins ago (as of this comment):

https://news.ycombinator.com/threads?id=aplomb1026

Examine the last two detailed comments it made and you'll see the timestamps show they were posted < 30 seconds apart:

https://news.ycombinator.com/item?id=47155655

https://news.ycombinator.com/item?id=47155648

If it wasn't for them misconfiguring their bot and having it post so quickly, these would go by undetected and most people would engage with them. The comments themselves seem "normal" at first glance.

---

Other bots:

https://news.ycombinator.com/threads?id=dirtytoken7

https://news.ycombinator.com/threads?id=fdefitte

maurycyz 6 hours ago||
Most people want to avoid looking like AI, ut what if you want to blend in with the robot uprising.

I present ⸻ the U+2E3B dash.

Aachen 3 hours ago||
Does this comment break HN for anyone else? I can press "next" on any other post, but not this one. And in the next post, pressing "prev" does not scroll to this one. It does nothing. Prev works fine when pressed on this (or any other) post
isoprophlex 6 hours ago|||
The Big Chungus of dashes. Could this be the character that has the widest rendering?!
have_faith 6 hours ago||
Unlikely in non-english languages (I seem to remember some super wide Arabic "single character" ones...?)
MarioMan 6 hours ago||
Last I’d checked, “﷽”is the widest Unicode character.
yorwba 5 hours ago|||
It depends on the font, of course. Some renditions look like regular Arabic text, others are much narrower: https://fonts.google.com/?preview.text=%EF%B7%BD&script=Arab
OJFord 5 hours ago||||
It's rendering visibly narrower than the big dash up thread for me, on FF on Android. (Maybe HN's stripping one or more of the combining chars though, so it's not actually showing what you meant in full?)
brcmthrowaway 4 hours ago||||
I fear for the children who had to memorize this.
mghackerlady 2 hours ago||
It isn't a special letter or symbol in arabic, it's just a regular sentence that was added to unicode since it both holds symbolic meaning in islam and is used often enough to be useful. Some fonts render it like any other arabic, making it look like one big sentence as a single character, but others render it as calligraphy
elinear 4 hours ago|||
Just found another way to make my designer panic. We're launching Arabic soon too!
5o1ecist 6 hours ago|||
> what if you want to blend in with the robot uprising.

There is nothing to fear, MY HUMAN FRIEND!

NoiseBert69 5 hours ago|||
We avoid censorship by ⸻ more often and talking to ⸻ about ⸻.
MagicMoonlight 6 hours ago||
That’s a big dash
mardifoufs 4 hours ago||
For you. But is it the biggest dash? And what is its intended purpose? I've never seen one that big before.
bombcar 3 hours ago||
⸻ the three em dash

apparently used like ellipses … to indicate part of a quote was removed.

AustinDev 4 hours ago|
Downstream of this I used to cycle my accounts pretty regularly but have stopped since generative AI. Don't want people thinking I'm an LLM spam bot. My stupid comments are entirely my own.
FeteCommuniste 2 hours ago|
Only true blue organic human slop coming from my IP address!
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