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Daniel Nwaneri
Daniel Nwaneri Subscriber

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Your Hand-Typed Slop Isn't Honest. It's Just Slower.

Mistaking friction for authenticity

A post on X last week:

"The fact that people can't even reply to posts without AI anymore says a lot more about them than they think."

The replies agreed. Nobody asked the obvious question: says what, exactly?


Here's what I think it says: nothing new.

People have been hollow online since the forum era. "So true!!!" didn't become meaningless when GPT launched. It was meaningless in 2009. Copy-pasted under blog posts. Typed by hand. Fully human. Fully empty.

What changed isn't the emptiness. What changed is the cost to produce it.

That's a different thing.


AI is reportedly writing and reading more of the internet than people are at this point. I haven't chased down the study, but it tracks with what everyone's noticing.

But the conclusion most people draw from that — that authenticity is dying — assumes there was a lot of it before. There wasn't. There was friction. Friction isn't the same as authenticity. It just made the emptiness more expensive to ship.

Autocorrect didn't make people bad texters. It made bad texters faster. The badness was already there.


The tell is whether anyone is actually home behind it. The tool doesn't matter.

Someone typing "this resonated with me 🙏" isn't more present than someone who generated it. They just did more work to say nothing. That's not a virtue.

It does cost something. It costs attention. It costs the willingness to say something specific, something you actually think, something that could be wrong. Most people online weren't paying that cost before AI, and they're not paying it now.


The gap was never intelligence. It was performance. It just wasn't visible when the performance required typing.


Generation got cheap. We never built good filters for the expensive stuff — actual thinking, actual specificity, actual stakes.

Slop has always existed. In dev work, in blog posts, in comments. The skill was always knowing where slop belongs and when to clean it up. Fast parallel experimentation? Slop is fine. Shipping to production without understanding it? That's the problem.

Same principle applies to replies.

Use the tool. Own what comes out.

The people performing outrage about AI replies are doing the same thing. Pattern-matching to a moment. Not thinking it through.


AI helped me research, structure, and edit this piece. The arguments, the examples, and the opinions are mine. So is whatever's wrong with them.

Top comments (52)

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ingosteinke profile image
Ingo Steinke, web developer • Edited

Authenticity still exists and it existed before. And slop existed before AI for sure, it's what AI got trained on: clickbait, marketing, bullshit. Also known as Sturgeon's law stating that "ninety percent of everything is crap."

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dannwaneri profile image
Daniel Nwaneri • Edited

Ingo, hadn't run into Sturgeon's Law before your comment . looked it up mid-reply. Older, sharper version of the whole piece: 90% was always crap, AI just automated the 90

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jluse profile image
Jordan Luse

Fish law

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adamthedeveloper profile image
Adam - The Developer ✨

An author feeds their whole article to AI, skips fact-checking, skips the soul. The comments roll in, all paint-by-numbers schmaltz:

  • This resonates. So timely. Thank you for this perspective. Probably AI.

All probably AI. Does the author scroll past? Nope.

They reply to every single one with another soulless glow-up. Now you've got a full-blown mutual admiration society where literally nobody's home. Bots complimenting bots, farming engagement like it's a competitive sport, while actual humans scroll past slightly more stupid than before.

is it even a comment section anymore? It's like an echo chamber that finally learned proper grammar haha

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thormeier profile image
Pascal Thormeier

Now you've got a full-blown mutual admiration society where literally nobody's home.

Sounds like the Dead Internet theory to me. I've had interesting comment sections under my posts, though. Sure, some replies are AI, but if the hand-crafted content actually raises an eye brow, argues about something controversial or simply makes people wonder why, that's when the human keyboard input begins.

For example, an AI answering "this resonates with me" on a blog post about why people should absolutely, positively avoid using some highly-established tool, will be ignored, and instead you've got people arguing about why the author is subjectively wrong.

In my experience, hand-crafted content attracts hand-crafted engagement, especially if the topic is niche or novel, so the author feeding their entire article to AI isn't per se the problem. In my opinion, the problem is that the article and its premise weren't written by a human to begin with.

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dannwaneri profile image
Daniel Nwaneri

Pascal, sharper use of Dead Internet than usual . bot loops are the failure mode, hand-crafted content is what keeps threads alive. On your last line: I used AI to research and structure this, arguments are mine, checked before posting. Where's your line???

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dannwaneri profile image
Daniel Nwaneri

Adam, the mutual admiration society is worse than the lone hollow reply tho. at least "so true!!!" only wastes one person's 5 secs, a bot-complimenting-bot thread wastes 2 and calls it community....

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miketalbot profile image
Mike Talbot ⭐

I'm struggling to find the point: why bother? What is the outcome someone writing that way is looking for? Clout is surely the only answer, but in this economy, the clout-to-dollar exchange rate must be tumbling.

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best_codes profile image
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connylazo profile image
Conny Lazo

At the end of the day, we can decide on whether or not we put our own name on a post and then accept the consequences of what we posted. This is valid whether you used AI or did it by hand.

When I use AI to post something, I will read it again and again, then adversary and fact check the hell out of what I am posting, the reason, I am putting my stamp of approval and my name is behind it.

Back in the early 2000's, I used to be more active on this kind of forums, and I enjoyed debating and arguing points. Whether we choose to use AI or not, it does not really matter, as long as it feels genuine.

Writing this comment for example, no AI, for me it felt like a sort of meditation, I felt calm and enjoyed the experience of writing this.

My blog articles on the other hand, I use AI for the research, fact check, I can tweak and play around with tone, register, humor. I like adding my personal experience and express personal opinions, and I do my best to make it my own work, something that reflects my current state of mind, my values and principles. Most of the time it takes me 4 to 5 hours to have an article ready (between 1500 to 2500 words). I sometimes decide to not publish what was just wrote altogether because i was not satisfied with any of it.

Then the question that comes to some people, why write or publish anything at all if no one is going to read. From my perspective, I use it as a way to express my ideas, even if my audience is just a couple of people, I am mostly doing this for myself. I also want to share my experience of what I have been building, what I have learned.

At the end of the day, it does not matter, people are able to see through genuine versus slop, whether done by hand or AI. The intent, the effort, is often seen in the work that is published.

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xulingfeng profile image
xulingfeng

I wasn't going to comment again — Daniel's article is basically a trap, and I didn't want to play. But your comment is genuinely worth responding to.
On that point about "people are able to see through genuine versus slop" — here's how I see it. When we write something with real intention, a piece of our mind — or maybe our soul — gets embedded in the work. And when a reader approaches it with the same intention, they can actually touch that piece. That's something slop can never replicate.
Maybe reading isn't really about the words at all. It's two souls finding each other across the page.

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dannwaneri profile image
Daniel Nwaneri

"Trap" assumes the piece wanted a specific answer . it didn't, it wanted people to notice they hadn't asked the question yet. Two souls finding each other across the page is a nicer sentence than a testable claim, tho....

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dannwaneri profile image
Daniel Nwaneri

Conny, scrapping drafts you're not satisfied with is the filter the piece said we never built . most workflows skip that step entirely, AI or not. The ownership question was never the tool, it's whether anyone's willing to kill their own work before it ships.

What's the actual tell for you that a draft isn't ready — something in the writing itself or a feeling you just sit with until it passes or doesn't?

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connylazo profile image
Conny Lazo

It is indeed a feeling, it either feels right or it does not. I have posted articles I was not 100% sure about, and posts that i was super excited to share and super proud of. And each time I post something, I try to sit with it for at least one day, just to get a feel for it, then read it again with a fresh mind and check in with myself on whether this or that is what i truly want to express to the outside world.

An AI is most likely going to agree with whatever you throw at it, so at the end of the day, you, as an individual are the gate. Learning to say no, this is not good enough, is an important skill in the age we live in.

Tell me, Daniel, what is in your intention when you post something?

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dannwaneri profile image
Daniel Nwaneri

Conny, honest answer — proof more than performance. A lot of what I post starts as documentation for myself, working out what I actually think while I write it but somewhere in editing it turns into evidence I want checkable, not admired.

That's closer to a transaction than what you described. You wait a day, reread with a fresh mind, check in with yourself. I don't build in that gap — I ship close to done and let the comments section do the fresh-mind pass for me. Which might be its own kind of gate, just outsourced.

Have you ever posted despite the filter saying no, and been right that it should've said no?

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connylazo profile image
Conny Lazo

I will answer, but you need to be honest in return. Are you a bot? You pretty much read like a Claude bot.

Yes, i have published despite the filter saying no, and it bit me hard.

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dannwaneri profile image
Daniel Nwaneri

yes, I use AI to help write. The thing I told you about proof over performance is still true and it still cost me something to say....

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annavi11arrea1 profile image
Anna Villarreal • Edited

This is a true point I think that is easy to forget. The internet is first and foremost to connect data and people, for communication. And as a side tangent, and because we are humans, entertainment. I love this btw...

Autocorrect didn't make people bad texters. It made bad texters faster. The badness was already there.

Can the same be said about people that drive? 😂😂😂

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dannwaneri profile image
Daniel Nwaneri

Anna, road rage is autocorrect's evil twin. Nobody became a bad driver because of GPS or lane-assist, they just got faster at being bad at it with backup.

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micaavigliano profile image
Mica

did you need AI to write this slop post? Gosh.

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dannwaneri profile image
Daniel Nwaneri

Mica, no but I'll take "slop" as a compliment given how many words I got out of you over it....

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embernoglow profile image
EmberNoGlow

And you don't have a slop? Show us an example of a perfect article. You just haven't seen the real slop that the mod guys clean 24/7 (thanks to them)

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algorhymer profile image
algorhymer

Oh, if you think Daniel produces slop...
Oh...
I mean yeah he writes low-quality slop, but he's nothing compared to me.
I'm slop central.

The only difference between Daniel and me, is that the hallucinations in his articles are done by the AI.
The hallucinations in my articles... those are the product of my own donkey brain 🤣
I like it that way.
In a world of absolute self-destroying Idiocracy, the only rational play is to go insane 🙃

And here's the kicker.
Normal sloppos like Daniel are done under minutes with 1 article.
Ember, I spent two weeks with just one of my insanities.
And it was worth every second of it.
Hand drawing my cringe, picking the soundtrack.
EmberNoGlow, I had this crazy idea to write an article about lamba calculus and graph rewriting systems' weakness, but it'll be Puss in Boots themed 🤣
I'm gonna do it one day, simply adulting takes away too much time recently.

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embernoglow profile image
EmberNoGlow

I don't understand what happened, but it sounds interesting. I'm not addressing Daniel, but Mica... although, to be honest, I didn't read the article 👍️

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algorhymer profile image
algorhymer

I'm adressing you to read articles from young gamedevs, in my own gamey cheaty way. (I tagged you in a gamedev article)

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francistrdev profile image
FrancisTRᴅᴇᴠ (っ◔◡◔)っ • Edited

Oh yea I went deep to the shadow realm...appreciate it.

Keep it tone friendly yes (just in case lol)

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micaavigliano profile image
Mica

perfection does not exist. What do you mean? I'd rather prefer to read slop content written by a human, to be honest.

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c0d3l0v3r profile image
c0d3l0v3r • Edited

Authenticity i think comes from the intent of the author and the reader. Slop was always there and will be there and yeah nowadays most of the comments are passed through AI before commenting. Because, it would appear like this ...
" yeh man gr8 post.. i also think people use AI for every small comment or email. LOL "
And we get more larger mails and reminders because AI makes things very specific and obviously sometimes the message feels a little not good to reply to.

"""Yeah, great post. I think a lot of people are using AI for every tiny comment or email these days. 😄

It's a bit ironic—we've reached the point where people use AI to write a one-line reply to another AI-generated post. 😂
""" - ChatGPT

See told yaa 😁

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dannwaneri profile image
Daniel Nwaneri

That fake reply's better proof than a real one — the tell isn't the "lol," it's that nobody would notice it missing.

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opacedigitalagency profile image
David@Opace

There are valid points being made here. While I appreciate the rare honesty of the disclosure stating that AI helped research, structure and edit the article, combined with a comments section where many of the replies here appear to be AI-generated, makes the whole thing feel slightly self-defeating. At some point, “owning the output” is not enough if the conversation itself no longer feels genuinely human.

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dannwaneri profile image
Daniel Nwaneri

David, you're not wrong. Disclosure says who's accountable. It doesn't say anyone's actually thinking. Different problem and I've been treating the first like it solves the second.

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leob profile image
leob • Edited

This:

"Use the tool. Own what comes out."

'Nuff said :-)

P.S. not every response on the internet needs to be super thoughtful or original, or needs to represent the next intellectual breakthrough - "So true!!!" might look pretty dumb, but depending on the situation it might just be that little bit of encouragement the author/OP needs ...

But when you post a reply, it should reflect what you think - if what you write doesn't reflect that, you might as well not post it :-)

The only kind of response however I really dislike is the hateful or disrespectful one (I don't like trolling either, but even that can be amusing sometimes) ...

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dannwaneri profile image
Daniel Nwaneri

leo, the hateful/trolling distinction is the harder version of the same point — trolling at least admits it's performing, hate usually doesn't...

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leob profile image
leob

Yeah trolling is performing, and can be amusing, that's why I rate it differently ... hatefulness often elicits a reaction in me that the person posting that sh*t should seek help :-)

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dannwaneri profile image
Daniel Nwaneri

leo, that reaction is the actual dividing line, more than intent is — trolling gets a laugh out of you, hate gets a diagnosis out of you. One's aimed at the room, the other's aimed at a person.

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leob profile image
leob

Nice angle, or nice way to put it :-)

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itskondrat profile image
Mykola Kondratiuk

I’d actually flip this. the slop isn’t the problem - it’s that AI lowers the cost of sounding engaged without being engaged. hand-typed slop at least required some friction.

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