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 constitutes AI Slop?

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[–] i_stole_ur_taco@lemmy.ca 2 points 2 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.

[–] hexagonwin@lemmy.today 1 points 2 hours ago

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

[–] Rhynoplaz@lemmy.world 2 points 4 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.

[–] SkyNTP@lemmy.ml 4 points 5 hours ago

Remember clipart and wordart? It was colourful and flashy and easy, and everywhere in PowerPoint presentations and word documents and even online. For a few years. Then it vanished.

Turns out, easy and flashy doesn't have a lot of staying power because when something is easy, it is ubiquitous, and when it is ubiquitous it stops being impressive.

AI slop is easy and flashy, and will probably run its course as people become tired of it.

There will still exist AI content, but it will not resemble the slop we see today.

[–] melsaskca@lemmy.ca 4 points 5 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.

[–] callyral@pawb.social 2 points 5 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 3 points 4 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 3 points 3 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.

[–] kboos1@lemmy.world 1 points 4 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.

[–] audaxdreik@pawb.social 17 points 9 hours ago (1 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.

[–] lime@feddit.nu 0 points 8 hours ago (1 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.

[–] SarahValentine@lemmy.blahaj.zone 6 points 7 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 2 points 6 hours ago

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.

[–] lime@feddit.nu -1 points 7 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 7 hours ago (1 children)

I would argue that it is some sort of creation

[–] lime@feddit.nu 0 points 6 hours ago* (last edited 6 hours ago) (1 children)

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

[–] bright_side_@piefed.world 1 points 5 hours ago

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

[–] marighost@piefed.social 1 points 5 hours ago

content made with AI that is low effort.

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

[–] Deestan@lemmy.world 5 points 8 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.

[–] Pamasich@kbin.earth 8 points 10 hours ago

AI slop is AI + slop.

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

[–] Doubleohdonut@lemmy.ca 1 points 7 hours ago

Trivago ads

[–] Soulifix@piefed.world 0 points 5 hours ago

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

[–] akunohana@piefed.blahaj.zone 1 points 8 hours ago* (last edited 8 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.

[–] slazer2au@lemmy.world 2 points 10 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.

[–] yesman@lemmy.world 0 points 6 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.

[–] IWW4@lemmy.zip -2 points 6 hours ago

Something that lemmy users whine about.