AI content is everywhere on social media, especially LinkedIn

mukmuk 210 points 182 comments July 09, 2026
www.pangram.com · View on Hacker News

Discussion Highlights (20 comments)

josefritzishere

the enslopification is pretty obnoxious.

kappar

Can confirm, this pushed me to delete the LinkedIn a few months ago and haven't looked back. It was at one time a professional portfolio, now I consider it a huge red flag if a company even questions why I do not have a LinkedIn. If you want references I will provide them. Social media is not a job requirement for any position I'm interested in.

mattas

It's like a burgoo [1]. A steaming cauldron of community slop. [1] https://en.wikipedia.org/wiki/Burgoo

coldtea

On LinkedIn it's the only place where AI slop will be a huge improvement over the previous content.

javier123454321

The question is not whether something is AI generated. That's the default state now. Question whether it is human, the economics are exceedingly in the favor of this new normal. https://javiergonzalez.io/blog/the-economics-of-slop/

hasteg

LinkedIn is basically unusable at this point. I actually did used to use it a fair amount before but I've since deleted it and just use email notifications to see any notifications from recruiters. What I don't get is how these people don't feel shame in their super obvious blatant use of LLMs for everything, even responding to posts. Maybe it's just me but when I'm attaching things to my name like that, I would absolutely not want everything to be obviously slop shit. Do they think people can't tell or something? I know at least every technical person I know can immediately tell (most of the time) when writing is LLM generated.

xutopia

I'm convinced that the internet is mostly dead at this point. Sites like reddit or this one don't ask people for their identity. Nothing on here could be real and we'd be none the wiser.

nlawalker

The LinkedIn feed was Moltbook before anyone had the idea for Moltbook.

whalesalad

Really no different than the content that is usually on LinkedIn. It's been a worthless dumpster fire for ten years at least.

Herring

Oh yeah I can't wait for the next election. Things get so toxic when money/power is involved.

ikesau

Beyond the OP's AI-written or AI assisted distinction, I'm also noticing people mimicking LLM's speech patterns. I've read blogs from people who I'm quite sure are above pasting AI output directly into their words who nevertheless are sounding more and more like AI as the sum of all their conversations with Claude begins to rub off on them (myself included, probably)

rstagi

Maybe I don't use LinkedIn that much, but I saw it especially on X and Reddit... Just today I was on a Reddit post and saw so many AI sloppish comments from people trying to farm karma

elicash

It amusing that Musk attempted to reverse his purchase of Twitter by citing the number of bots, and then research like this comes out alleging that now 29% of the X's long form articles are fully AI. It's not exactly the same thing, of course, but still interesting the extent to which this type of content is viewed as the business opportunity for him.

timpera

LinkedIn is definitely flooded with AI slop, but we also need to keep in mind that Pangram really doesn't work that well. I just tried it, wrote a few sentences about my day, and it was flagged as AI-generated (which doesn't surprise me since these tools are known to easily flag writing from people whose native language is not English [1]). I am really suspicious of the 0.1% false positive rate they claim to achieve. [1] https://hai.stanford.edu/news/ai-detectors-biased-against-no...

cs702

Also, in case you didn't already know, I saw a headline announcing that the sky is usually blue.

cynicalsecurity

AI generated article to promote some product. What a great meta proof.

volkk

Was just thinking today, -- happened to login to LinkedIn, open it up and the entire front page is just AI slop being applauded and liked with people seriously interacting with it as if it's somebody didn't just shit it out in 20s with zero effort. The whole thing needs to die so badly. On Instagram, I'll get fed "real" content, but you read the description and it's this giant 3-4 paragraph thing that I don't bother to read because I know with certainty that it's AI slop. Before AI, the descriptions of sports videos or meme videos were 2 sentences, now they're entire theses. The only people left reading this crap are people that still haven't caught up with the concept of AI slop

estetlinus

LinkedIn has become an AI-slopped wasteland. It’s like the opposite of when boomers found Facebook, which was the weirdest melting pot of zero-integrity posts and comments. Now we have these tech-savvy people generating worthless images and producing generic, emoji-infested takeaways.

scientifik

LinkedIn is totally useless at this point. - If you're a job seeker, most of the jobs are fake for pretend growth optics. - If you're a senior level or executive you're targeted non-stop by sales people telling you about "the conversations they're having ..." - If you're looking for actual thought leadership or interesting information, you're bombarded with random tik-tok style videos, totally contrived stories and "lessons" to how ordering at Starbucks is like managing cloud infrastructure It's turned into a completely artificial and useless community because Microsoft chased the same growth and engagement metrics as Facebook did, now no one considers it to be a place for serious discussion.

dvt

Pangram doesn't work, and I wish people would stop treating it as gospel (but the AI/anti-AI grift is real). Here's a fun paradox: I can literally tell ChatGPT: "Say X" and it will say "X"—so that's a case where content is both AI generated and not. What if it changes a few words? Moves some sentences around? Where does something go from human- to AI-generated? (This is the classic Sorites paradox.) Pangram tries to look for common patterns (rule of three, em dashes, etc.) but these are heuristic methods and not to be taken as gospel. There is no provable method to make a distinction between AI and human-generated other than the fact that AI-generated text tends to reek of pseudo-intellectual undergrad with a thesaurus.

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