this post was submitted on 16 May 2026
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In my opinion, AI Slop is content made with AI that is low effort. People feel and know the quality of something, and if it feels like slop, it feels like slop.

AI being used is not a deal breaker for me as long as the product is good. AI isn’t magic and it takes skills and knowledge to use it and to judge what the model outputs.

You may see it differently however, some might believe that the use of any AI tools whatsoever turns any app into slop the moment the first commit with AI code in it is made.

What do you think, what does AI Slop mean to you?

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[–] i_stole_ur_taco@lemmy.ca 3 points 8 hours ago

I call it slop when it was generated by AI and not carefully reviewed (and probably tweaked) by a human that understands the output.

Code written not by a software developer? Slop.

Code written by a software developer that just shipped it without understanding it? Slop.

Code written by a software developer that went through subsequent review, testing, and adjustment? “AI-assisted”, maybe?

Replace code with any other industry and the same principle applies.

I generally equate slop with human laziness, even though the actual “quality” of the slop still varies.

[–] callyral@pawb.social 8 points 10 hours ago (1 children)

anything made with AI, specially if it's undisclosed. i give an exception for AI narration (text to speech AI) but i still don't like it if it's not disclosed as AI generated, i'd rather hear a person.

[–] Rhynoplaz@lemmy.world 4 points 10 hours ago (1 children)

I think the AI narration gives me the most unreasonably negative feelings. Especially since it's usually the same couple voices used over and over, I just cringe when I hear them, and automatically assume that none of what they are saying can be trusted.

[–] PunnyName@lemmy.world 4 points 8 hours ago

Narration for the blind or visually impaired is always a good idea. A.I. narration can help with that. Most of the A.I. narration slop is also A.I. writing, which is why they have terrible grammar and sentence structure.

[–] audaxdreik@pawb.social 36 points 15 hours ago (2 children)

AI slop is the output of all generative AI, full stop.

Slop itself is anything produced for the sake of being produced. Something without feeling or soul, just more content for the content machine.

Like, yes it does take some level of skill to "prompt engineer" the AI and get it to show you the thing you want, but it's still not a distinctive style, it's still not your style. If you say, "sloth astronaut" I can imagine that in my head in my own way, there's no value in producing an AI image. As far as I'm concerned, an AI image narrows down all the possibilities of my own imagination into the specific piece of slop from the slop machine. If I wanted to see it, the point would be to see an interpretation in someone's style.

I can't remember where I saw this argument recently, it was something coming out of Capcom saying they'd use AI for background details and people citing specific examples from Pragmata maybe? Things like vending machines and environmental details that could be streamlined with the help of AI. But even these small details are places for environmental artists to shine. Show off their skills, hide small details and world building, and little in jokes. It may not be much but it adds to the overall texture and flavor of the product. It does matter.

AI is slop, is slop, is slop. There's absolutely no reforming it and if I detect even a whiff of it, I'm out.

[–] moondoggie@lemmy.world 2 points 9 hours ago

*slothstronaut

[–] lime@feddit.nu -1 points 13 hours ago (2 children)

i agree with you, but i'll give you a counterexample.

i generate ai images for me. i use only local models and i never share it publically because the output is not really the point, the process is. here is my process:

i come up with a concept, usually a person or a scene. i then take random images from the internet, cut out the parts i think fit together, and add them as layers in a client called "invoke ai". if needed i color match the parts in krita first. then i describe the scene i've made in a prompt, adding the normal positive and negative keywords to steer generation. i also pull the "blur image" ratio down to 40%.

the model then makes an image with my digital scrapbook as a base, melting together disjunct elements into a scene. invoke then allows me to move all the elements around and regenerate the scene, or select a few specific elements to regenerate, or paint on top of the scene and generate something new from that, or select part of the scene and change the prompt for that area. it's a fun little game, and it feels like collaborating with people who know lighting and perspective better than i do.

most time i've spent doing this is half a day, just iterating and tweaking and filling in details. i'm in no way an artist, i'm playing around. it's basically as resource intensive as playing a video game, and i'm not one to share gameplay footage either.

[–] soratoyuki@piefed.social 2 points 8 hours ago (1 children)

Your local chat bot is still trained on data stolen at an astronomical scale, and, even if we accept your use case as 'less' bad, it still drives demand for 'worse' chat bots owned by oligarchs that want to destroy the world.

The tool is evil even if it has interesting niche applications.

[–] lime@feddit.nu 1 points 2 hours ago* (last edited 2 hours ago)

correct. though stable diffusion was initially trained on LAION5, which is a free and open dataset compiled for scientific research which in itself had copyrighted material in it. that didn't come out until after the model was out there because it didn't matter to anyone before. scientists had used it for deep learning tasks for years at that point.

and the source images i take i also do without payment or copyright acknowledgement. as is the shows i watch on my jellyfin server, and some of the computer games i play, and the music i used to record off of the radio onto cassettes, and the comic characters i used to cut out of magazines as a child to make my own comics with.

i'm not saying those things are all equivalent. i'm saying that this problem isn't new. i'll stand up and defend small artists against big corporations any day, and i'll gladly pay people for their time. my patreon bill alone is proof of that. i've canceled netflix and spotify over their unfair treatment of artists. i've written to my members of parliament, both local and in the eu, about how the copyright system is broken, how the slogan "information wants to be free" doesn't automatically mean that meta can leech eighty terabytes of copyrighted material or that the us government can use any work they want in their propaganda material without paying. i've driven discussion about rightsholders and the unfairness of payouts to the little guy both at work and during my off time. i've voted against corporate control of media for years. i've voted pirate. i've voted socialist. i've voted green.

but sometimes i just want to dick around.

believe you me i've thought about this.

[–] SarahValentine@lemmy.blahaj.zone 10 points 13 hours ago (2 children)

That sounds like plagiarism with extra steps, and it all starts here:

i then take random images from the internet

[–] funkless_eck@sh.itjust.works 0 points 11 hours ago (1 children)

plagiarism implies a benefit to the plunderer, though. It's perfectly legal to take images from the internet for your own use - e.g. a sonic the hedgehog themed birthday party for a kid.

[–] SarahValentine@lemmy.blahaj.zone 1 points 11 hours ago (1 children)

If that is truly the case, then it wouldn't matter what anyone else thinks is or isn't slop.

[–] funkless_eck@sh.itjust.works 1 points 8 hours ago (2 children)

I mildly disagree. I think its an interesting discussion.

[–] lime@feddit.nu 1 points 2 hours ago

i also think that. and i love having that discussion with people. like, remember the google robot that drew dogs on every picture you fed it? deepdream, i think it was called? was that evil? because it's the same tech, just trained on... dogs.

[–] SarahValentine@lemmy.blahaj.zone 1 points 3 hours ago (1 children)

That's okay, you can disagree if you like. It's not like you're responsible for the creation, upkeep, and various abuses resulting from, this modern pseudo-AI stupidity. You're just a useful idiot to them.

[–] lime@feddit.nu 1 points 2 hours ago (1 children)

i don't think you should start calling third parties useful idiots, i'm the one who started this.

[–] SarahValentine@lemmy.blahaj.zone 1 points 2 hours ago (1 children)

I'm not calling them anything. That's just how the techbros view anyone who uses and defends their slopmachine scam.

[–] lime@feddit.nu 1 points 2 hours ago (1 children)

surely a useful idiot is one who furthers the message and aids in its spreading?

[–] SarahValentine@lemmy.blahaj.zone 1 points 2 hours ago (1 children)

Correct. If you "mildly disagree" that using the mass-plagiarism-powered so-called "AI" is plagiarism from the getgo, you're being an idiot and advancing the techbro oligarch agenda. I will not respect it. I will not have an overtly polite conversation about it. They are fucking destroying the environment and our living spaces with this shit. Stop using it. Stop defending it. If you disagree, I don't want to hear from you. There's nothing to discuss.

[–] lime@feddit.nu 1 points 2 hours ago

i mean i agree about all the stuff about plagiarism, concentration of power, usage of limited electricity and water and land, mental effects etc. i've expressed as much before. the thing i think is interesting to discuss is that, given that there's already a generation of old pre-trained models, and that there's no fossil fuel generation in my country, and that i'm doing this rather than playing a game, which uses the same amount of power, and that i'm not sharing results, just making personal scrapbook stuff... is that more immoral than just pirating movies or music?

that's not supposed to be a trick question, i genuinely don't know. i've always been of the opinion that media empires shouldn't make money from me but artists absolutely should, and that's why i generally pay indie artists but not big labels. here, i use three- or four-year-old model files which i've not paid for, on my own hardware that's completely offline so no data is provided to the big companies. i always recommend against using online commercial models and i refuse to do it myself because of the things you mentioned, but... is what i do the same?

[–] lime@feddit.nu 0 points 12 hours ago (1 children)

well yeah, sure. not denying that. but i don't do it for people to see it. i think of it a bit like cutting stuff out of magazines and gluing it together. it's remix culture.

i'm not a creator in any way, i'm a consumer. i just like blending things together.

[–] bright_side_@piefed.world 0 points 12 hours ago (1 children)

I would argue that it is some sort of creation

[–] lime@feddit.nu 1 points 12 hours ago* (last edited 12 hours ago) (1 children)

i don't really want to class it as such in the current climate.

[–] bright_side_@piefed.world 1 points 10 hours ago

yeah I can see that, there's a lot of connotation

[–] melsaskca@lemmy.ca 7 points 11 hours ago

Paying $15,000.00 for an internet connected math calculator that may, or may not, give you the correct answer. Where a $20.00 math calculator is right every single time, and needs no connectivity.

[–] hexagonwin@lemmy.today 2 points 8 hours ago

something made with "ai" that's shitty enough to make me notice and cringe

[–] HubertManne@piefed.social 1 points 7 hours ago

Yeah. Basically ai has made things easy enough to do crappily that a lot of crap is created. People who would have to think for a while and spend time writing a paragraph can get one written from a one sentence prompt. they can create a story from a paragpraph. similarly if they had no art talent they might try some stuff but even to make a crappy thing it would take time and effort. Honestly like I got sick of memes because they are low effort so I stay away from them. That was because photoshop made it easy to make these simple little cartoon type things. ai creations are like that. someone using llms in their work is no different from using google search when they work on something but if someone took the first link from the first search and copy and pasted it like it was some great thing it would be quite annoying.

[–] marighost@piefed.social 4 points 10 hours ago

content made with AI that is low effort.

That's the funny part. It's all low effort!

[–] kboos1@lemmy.world 3 points 10 hours ago

If it does something helpful to me at low risk and doesn't soften my skills, then it's just another tool. If some trys to sell me or give me AI content, then I can't trust them and they are the enemy.

[–] Rhynoplaz@lemmy.world 3 points 10 hours ago

I have less hate for AI than the general population of Lemmy but I'm certainly not a fan.

To me, AI slop is a random schmuck typing in "make an image of two people laughing together" and then takes the first result (riddled with errors) and posts it to their blog, article, or social media to supplement whatever story they are telling or point they are trying to make.

If the image has purpose, or a good concept, then I might give it some credit. If they creator has a great idea or joke, and they do not have the ability to draw it themselves, I'm not opposed to them using AI to help create their vision.

For example, my dad really enjoyed Far Side comics and often he would come up with his own, but he can't draw, so he would just have to explain to us what the picture would look like and what the caption would be. If he used AI to create these visions of his, It's probably the only way that he could share his jokes with the world. And it's not like he's taking money from an artist who needs work, because he'd never pay to have them professionally created. If he can't share them, they will die with him.

If it's a tool to help you effectively tell your story, I'm ok with it. But if you're just cranking out fake doorbell videos and implying they are real, for hits on social, GTFO.

Content (images, audio, text...) generated by GenAI. It's slop not quality-wise, but because it's mass-produced (as opposed to artisanal creations).

Not all slop is AI-generated, though - we had mass-produced content before GenAI, too. GenAI is just turning it up to eleven.

[–] Deestan@lemmy.world 9 points 14 hours ago

Slop is anything made by people who don't know what they are doing and why anyone would want it. The people who necessitate laws that "chocolate" products need to contain X% amount of cocoa. Because to them it is "brown fatty thing" so they add brown to fat and ask someone to make a compelling packaging.

These people believe generative AI works because they can't tell. If you gave them hot mud and called it coffee, they would think it was coffee.

People who can tell butter from lard, do not think generative AI works at all.

So yeah genAI can only make slop. Some people believe it is useful and I hate them.

[–] Soulifix@piefed.world 2 points 10 hours ago

I think the word 'slop' has really been overused at this point. It's dead to me.

[–] Pamasich@kbin.earth 11 points 15 hours ago

AI slop is AI + slop.

Slop is low effort garbage with zero quality assurance put into it.

[–] yesman@lemmy.world 2 points 12 hours ago

AI slop is content geared toward metrics in an algorithm. AI is helpless and must produce content averaged out by the metrics of whatever company designed the thing. But humans are perfectly capable of producing slop.

For example, a director working for Apple wanted to nerd out on the opening sequence to pay tribute to an obscure movie he liked. Apple said no. Their data showed that audiences needed to be captivated in the first 30seconds or they'd switch off. So how about a drone-shot over a European city with a song that cost a fortune to licence, and with a voice over explaining everything? All the slop, none of the AI.

[–] Doubleohdonut@lemmy.ca 2 points 12 hours ago

Trivago ads

[–] slazer2au@lemmy.world 5 points 16 hours ago

If it's something a semi skilled person can see is incorrect then it is slop.

An incorrect number of appendages is the simplest one.

[–] PunnyName@lemmy.world 0 points 8 hours ago

Fruit A.I.sland

[–] akunohana@piefed.blahaj.zone 1 points 14 hours ago* (last edited 13 hours ago)

When it is in any way (as of now, mostly linguistically, visually or audibly) obvious that the creation of a certain piece of content was automatized and there is subjectively perceivable noise in the content and the content is presented to a wider audience by an entity that is more or less influential and the vast majority of its recipients seemingly consume the noise-riddled content with more or less satisfaction without apparent afterthought or meditation on the lack of factual or artistic authenticity, integrity and craftsmanship. Noise, here, is the subjectively perceivable shortcomings of the content, such as unintended repetitiveness, disfiguration, distortion, simplification, loss of detail and resolution and the likes. This is slop and this is degeneration.