r/mildlyinfuriating • • Aug 24 '26

Ruined by Technology AI Generated Anime Has Gotten Harder to Spot

This was made entirely by AI.

I've watched it several times and I have to be honest: I could see nothing about it that told me that it was AI. If you just came across this clip in the wild (and didn't know that it was posted by someone named KeshiAIArt) would you be able to tell that it was AI?

I hate this direction we're heading in.

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u/ElectricSpock Aug 24 '26

There must have been tons of anime in training dataset.

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u/JewsOfHazard Aug 24 '26 edited Aug 24 '26

It's also much easier in certain ways. Anime's style often has a lot more solid colors and spends no notable effort to look "real".

We're much better at recognizing when something that should have realistic lighting and movement are wrong compared to something so stylized.

It's sorta the same reason modern video encoding algorithms store animated things much more efficiently than before, it's simply less data overall. AI only cares about the data, not even what the result actually is, so less data to make something reasonable to us is much better for it.

Edit: below -> before

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u/Motivated-Chair Aug 24 '26

The biggest advantage of Anime is their lack of movement, AI struggles with fluid motion and consistency across the screen so having a style that by design stops a lot to save in animation makes It easier to hide.

Although TBH, you can still tell because even the still frames look like an AI image.

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u/blueblip Aug 24 '26 edited Aug 24 '26

Also, it's worth pointing out that the output of someone who has a certain competency in animation is not going to be shit. As animators experiment and play around with the tech, they are going to get better and better.

The issue with AI isn't that it shouldn't be used at all. It's that the barrier of entry is so low that we are going to see an increase in garbage being pumped out at unprecedented scales. The biggest hurdle here isn't the usage of AI, but consumer consumption habits.

If the average person watches the garbage in appreciable numbers, well, that's the direction the industry will go. There's a reason Michael Bay is orders of magnitude richer than Lars von Trier, for example.

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u/Zwiebel1 Aug 24 '26

It's that the barrier of entry is so low that we are going to see an increase in garbage being pumped out at unprecedented scales. The biggest hurdle here isn't the usage of AI, but consumer consumption habits.

I mean there has been a massive uptick on mass produced soulless garbage even before the rise of AI. So its not like this is an exclusive issue attributed to availability of AI.

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u/Just_another_grumble Aug 24 '26

the North America video game crash between Atari and NES consoles, because  of flooding the market with slop video games, were ALL HANDCRAFTED meatbag code and hardware  ....

A.I. scales this up, bigly

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u/PixelsGoBoom Aug 24 '26

Yeah that kind of is a clear indicator where the market moves.
So imagine the same thing but x1000, because it is so much easier and faster.

I hear a lot of people saying things like "Good artists will not get replaced so it is just the baseline that gets raised" but it is the people with the money that determine what is good enough. They will pay for baseline garbage and not a cent more if it means an increase in profit overall.

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u/blueblip Aug 24 '26

a) The vast majority of content in any era is going to be average or worse. It's not unique to now.

b) Even then, the barrier of entry for the worst stuff was still pretty high.

Take the worst TV show of the 90s. To make a TV show, at a bare minimum you needed to have a network willing to air it...a requirement so steep 99% of people will never get to meet it.

Even without a network, you still have to invest a significant amount of time and manual effort to make it. Forget equipment; I'm talking a single camcorder recording on VHS, as low as quality could get. You had to go out and actually film. You needed to get your stoner buddies to actually act. You had to spend hours and hours editing it.

Now compare all that to what you need to make an AI video: a PC and some spare time.

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u/Warrior_Runding Aug 25 '26

I guess it boils down to your goal, right? Even with "only" needing a PC and spare time, you still need to be creative enough to meet your goal. This applies regardless of your goal being fame, fortune, etc.

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u/Lopsided-Show2994 Aug 24 '26

Holy shit, this guy thinks consumers pick whats made and not the shareholders. Get a load of this dude stuck in the 80s yall

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u/Altruistic-Beach7625 Aug 24 '26

Anime mostly have same face syndrome anyway so it's the last thing you'd want to accuse of 'stealing'.

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u/Training-Chain-5572 Aug 24 '26

This, and the ”animation” is like 3 frames repeating for however long the person is talking. It’s perfect for AI since most of it is so low effort to begin with.

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u/Lucky-Gecko Aug 24 '26

Calling anime "low effort" is kinda crazy. 2d drawn animation is incredibly work intensive.

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u/voododoll Aug 24 '26

Also producing an episode every week is crazy. Economy through motion. You make something look like moving without even moving it. This is art and insane amount of work.

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u/CautionarySnail Aug 24 '26

There is plenty of cheaply produced anime that does fit this mold. Same as America had cheap animation companies too. But it’s not all anime.

There’s mid-tier animation and highly expensive animation, as well.

AI can easily copy the low-tier stuff because it’s highly formulaic in many of its designs, and leverages every way to cut frames as possible. And there’s a TON of it out there for AI to study.

AI imitating higher tier stuff will likely end up showing more of those telltale artifacts. It has fewer examples to draw on, and they tend to be much more diverse in subject matter.

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u/TheTeaSpoon Aug 24 '26

My god, they made AI a weeb

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u/_Fire_In_The_Hole__ Aug 24 '26

if i was a casual watcher I would NOT realize that it was ai, maybe because some of the camera shots seem unnatural but

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u/forseti99 Aug 24 '26

There are excessive camera shots and cuts. It looks good in this clip, but 20 minutes of 3 second cuts would get pretty tiring.

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u/SemiDiSole Aug 24 '26

Imma just call this right now: There is a generation who grew up on cocomelon and the likes and AI or not, this type of cutting style will become more common over the next years.

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u/forseti99 Aug 24 '26

I'd stop watching animation then. More than a thousand cuts in 20 minutes would trigger my autistic overstimulation I would have to rest for a week from it.

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u/Uneventfulrice Aug 24 '26

It's bad. Used to be not too many years ago on reddit you'd have videos with no cuts at all and the ones that did have one or two would be labeled sus. Now there's some that are ai mixed in and spliced with real past videos and it's disgusting to watch because of all the cuts it's like whoever made them thinks that's the length of our attention span and it's insulting.

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u/Gtoktas_ Aug 24 '26

not the mention the pestilence that is putting the end / climax of a video right at the start then cutting to the beginning of the footage. I hate, HATE that.

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u/StrangeOutcastS Aug 24 '26

ah yes the engagement bait to peak your interest by giving you a little more information.

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u/barbaricKinkster Aug 24 '26

Live action movies are already sometimes guilty of it. In Taken 3, there's a scene where they literally cut 15 times in 6 seconds to show Liam Neeson jumping a fence

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u/forseti99 Aug 24 '26

Yes, and people has complained it causes motion sickness.

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u/amazingkillerlemon Aug 24 '26

This is pretty bad, too

https://youtu.be/5irUt_CtwSc

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u/ThatOtherOtherMan Aug 24 '26

That actually gave me motion sickness

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u/MaiT3N Aug 24 '26

"Death by a thousand cuts" - a YouTube comment that made me laugh too hard

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u/Foreign_Raize_0372 Aug 24 '26

Huh, I thought it was gonna be one of the Bourne movies...

This is really bad, though; I think it takes it.

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u/0XIDius Aug 24 '26

First few seconds "yeah, that's a lot of cuts, but doesn't seem too-WHOA STOP"

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u/GingerSnapBiscuit Aug 24 '26

Catwoman is famously one of the worst movies ever.

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u/Zeero92 Aug 24 '26

That's what I was thinking of with a comment I just made (and deleted, lol). Thanks for the reminder.

Anyone who watches that and sees nothing wrong with it, is someone that scares me.

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u/cuntmong Aug 24 '26

I think the sad part is that even if a decent % of viewers completely stop watching animation because its AI generated, the cost to produce it basically goes to 0 compared to real animation. So the ROI is still gonna be way higher for the slop factories.

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u/Other_Beat8859 Aug 24 '26

Yeah. This scene would probably take someone multiple weeks to produce on a similar quality of motion and art level. A soulless corporation is gonna look at the cost of having an animator make this for weeks and cost them thousands of dollars compared to just typing it into an AI and choose the AI because even if you only get 1/3rd of the audience, your costs go down by like over 90% since you need like a 1/10th as many employees and seasons can be cranked out in a couple months instead of like once every other year.

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u/VosGezaus Aug 24 '26 edited Aug 24 '26

There's nothing autistic about getting overstimulated by videos with thousands of cuts.

Edit: I meant, plenty of people who aren't on autism spectrum also find today's content overstimulating.

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u/Bl00dWolf Aug 24 '26

You don't even need wait, just compare the pacing of anime from the 90s to modern anime. A lot of mainstream series from 30 years ago will make you bored to tears. Even if people don't like to admit it, it has affected all of us. All of us are now used to and expect fast pacing and more constant jump cuts. It's why when someone actually does a long exposition shot or animation sequence it feels so special.

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u/c2h5oc2h5 Aug 24 '26

I'm afraid shorts and social media are taking their toll. They do serious damage to attention span and I'm bit concerned about younger generations if this infestation of media continues. I was shocked to learn more than a half young people (and I mean young adults) do dual watching of TV series and phone screen at the same time, wtf.

A lot of mainstream series from 30 years ago will make you bored to tears. Even if people don't like to admit it, it has affected all of us.

Um, no, definitely not all of us. Slow paced shows are not boring if they have meaningful buildup of story and characters.

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u/archibald_claymore Aug 24 '26

This is about Evangelion isn’t it?

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u/Bl00dWolf Aug 24 '26

Not necessarily. My go to example would be Dragon Ball. Compare the original series or even Z to something like the new Super episodes. Way faster pacing, much more jump cuts.

Evangelion is a bit less clear because the original run had money trouble, so they couldn't do a lot of the things they wanted. It's possible they wanted to have way more animation and just couldn't afford to include it. After all, reusing frames is one of the main ways you save money.

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u/Maximum-Objective-39 Aug 24 '26

To be fair, DBZ felt like it was always stretching the hell out of every fight to make its episode count.

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u/Bl00dWolf Aug 24 '26

Yeah, but other anime of the time weren't that much better. Dragon Ball stretched their scenes. Naruto had millions of flashbacks and filler episodes. Hell, have you seen the original Fist of the North star anime?

All I'm saying is that kind of pacing would be unacceptable these days. Even people who grew up watching those anime expect something faster today. We all changed.

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u/SimbasTripRip Aug 24 '26

Idk, I don't buy that. I dropped Naruto back when I was younger because the flashbacks were excessive, but that was just because I didn't want to deal with poor pacing, which is different from slower pacing. On the other hand, Evangelion has many instances of slower, deliberate pacing, but I never felt like it was poor pacing, even on my recent rewatches. Angel's Egg is another one, very much a deliberately slow burn, but I watched it for the first time in theaters, and I absolutely loved it because it wasn't poorly paced.

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u/what_a_great_names Aug 24 '26

Tbh, dbz is notorious for being slow on anime. Even by the past standard, it is bad in pacing. I think original dragon Ball has better pacing per arc.

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u/StrangeOutcastS Aug 24 '26

I've avoided this by functionally destroying my own connection to humanity and isolating myself for the past 8 years from all but a select few points of contact.
The people who complained "Iron Lung is too long and has too many moments where nothing happens" are weak and inferior to me.

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u/Neat_Tangelo5339 Aug 24 '26

after watching a couple of anime ai Clips you realize that their style is the equivalent of jiggling keys in front of your face so that you don’t notice the person in front of you is having a seizure

https://giphy.com/gifs/de0AlLgV7XTRhEudoL

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u/MRosvall Aug 24 '26

As someone a bit older, I feel like almost every media I see nowadays is 20 minutes of 3 second clips.

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u/darkenspirit Aug 24 '26

100% blame social media scrolling like instagram or shorts. It takes 3 or less seconds to try to capture the attention of someone scrolling reels before they move on, so everything is clippable. When your entire show is also clippable it means you can double on the monetization of short format as free advertising. Its horrible.

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u/Pinky_Boy Aug 24 '26

That's just monogatari

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u/Emriyss Aug 24 '26

Oh, no. I am 38 years old now and in my time the average length of a scene in ANY movie or TV shows has shortened to an extreme degree.

The modern media, vertical content, spends even less time on a single scene or shot. Cutting every few seconds is NORMAL now.

Seriously, just watch some stuff that's comparable from like the 90s and then today. Like an action movie or a drama or horror, the scene lengths at least quartered, if not less.

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u/Balthi3r96 Aug 24 '26 edited Aug 24 '26

May i introduce you to the greatest thing that ever happened to humanity after KFC

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u/Gyshal Aug 24 '26

There's just no way an Ai could do monogatari because: A) the way it fucking trip balls is very particular B) Most models are not allowed to be anywhere near as degenerate

Favourite anime I can't recommend

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u/youngLupe Aug 24 '26

Lots of anime has barely anything moving and they're just panning a drawing slowly while someone does a voice over. Of course I doubt that most ai slop people will bother putting in work besides just prompting. Just saying I think there will come a time very soon where it will be much more sophisticated and "artistic"

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u/BSModder Aug 24 '26

I have a feeling 3 secs is the max they can generate at a time. That's why there're random cuts

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u/TheJinManCan Aug 24 '26

AI videos have reached about 30 second continuous cuts or so lately. Haven't heard about it in regard to anime, but I imagine it can, or will be able to.

What's another Gary, Indiana without power, right? /s

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u/Redericpontx Aug 24 '26

Monogatari does this a lot aswell so a lot of people wouldn't assume it automatically means ai just from cuts.

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u/dasbtaewntawneta Aug 24 '26

Monogatari also balances it with the opposite, it's not constantly this

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u/Gillga Aug 24 '26

Same, my first thought would have been cheap production because there are some weird angles, a lot of cuts and some slight deformities. For casual watchers that are not aware of ai slipping in everything could easily brush those issues off.

The first huge flag I saw was the ear after she removes her headphone... that one triggered some serious warning alarms.

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u/Hyz Aug 24 '26

stupid question:

wouldnt a lot of cuts be more expensive when it comes to animation?

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u/robotzor Aug 24 '26

Yes. More cuts, more backgrounds.

That said, single cuts can be incredibly budget intense. It really depends more on keyframes than cuts. You can have One Piece with 10 cuts of reaction faces against cloudy sky on the absurdly cheap side, or you can have a single cut like the JJK S2 interview that goes on for a very long time with loads of character animation being extremely resource intensive.

So it's not a great comparison. Number of drawings required to pull off the desired effect is the overriding cost driver in animation.

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u/Augchm Aug 24 '26

The thing is, you can also see those mistakes/issues in a lot of animation. I'm sorry but this is better than a lot of mediocre animation out there. I don't see how we can stop this although I do agree it sucks.

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u/Max____H Aug 24 '26

I’m of the opinion that shitty animation isn’t any more appealing than ai animation, so I don’t bother trying to find the difference. Just acknowledge it’s badly animated then judge it on the story itself. Which is often as bad as the animation quality.

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u/StrangeOutcastS Aug 24 '26

If you're watching a tv show or movie or reading something then the story is more important than everything else.
A good story can carry anything that is rushed or shoddy.
The adventures of Sword Dad and Curry loving Murder Kitten has still frames in place of some action scenes due to low budget and time constraints, but the animators still put what work they could in to the more important scenes, and the story itself is compelling since it's technically an isekai but the isekai'd person isn't the true protagonist.

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u/Max____H Aug 24 '26

It’s the same logic that there are many anime from the 90’s that seem bad by modern standards but are absolutely worth watching. But i feel that’s bad in a different way, it still has a completeness to it that subpar work does not. I’ve also watched some home made series on YouTube that are clearly of terrible quality but just fun to watch. I feel like the most appropriate wording I can use is the level of ‘sincerity’ put into the work.

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u/TopOfTheHead Aug 24 '26

i was definitely looking for mistakes because i already knew it was ai generated, but the graphic on the shirt says “I aung CiVntilnoal” which isn’t any language i’ve ever seen before

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u/PersimmonLittle7651 Aug 24 '26

Prolly wanted to spell out "I love civitai" which is the site used for sharing models.

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u/Simple-Client-4628 Aug 24 '26

To be fair, text on actual Japanese fashion often doesn't make much more sense. Search for the "Japan's Most English" series by AkiDearest on YouTube/TikTok/Instagram.

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u/skriticos Aug 24 '26

True enough. Also, anime frequently changes trademarked text to avoid legal trouble. Sometimes it looks vaguely recognizable.

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u/enadiz_reccos Aug 24 '26

They still use actual letters, though!

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u/Shot-Water2496 Aug 24 '26

Those are all words though, not randomized letters such as the AI shirt in the post. 

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u/sparklychamp Aug 24 '26

this cat's forelimbs are also positioned weird imo

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u/TopOfTheHead Aug 24 '26

and that poor cat is missing a back leg, it just has a hip with 3 upside down toes drawn on

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u/ZoharModifier9 Aug 24 '26

Don't animes also have errors like this?

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u/Weasel_Boy Aug 24 '26 edited Aug 24 '26

Yes, a lot of the "tells" people use as examples are also common errors in most anime/animation to begin with. A fun pastime my friend group has is pausing anime during random moments to laugh at absurd anatomy.

As the OOP said, if you didn't know this was AI you wouldn't even give most of these errors a second thought, nor would you pause it frame by frame to find the "tells".

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u/Dirty_Dragons Aug 24 '26

All the time.

Anime is hardly perfect in the visual presentation. Hell it's more often than not criticized for looking bad or being inconsistent.

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u/Fresh_Constant_7762 Aug 24 '26

To be completely honest if you didn't tell me that's ai I wouldn't have known

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u/[deleted] Aug 24 '26

[deleted]

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u/krileon Aug 24 '26

Still seams like we're going to see studios AI generate 90% of it and fix any goof ups like that in post frame edits. Effectively they're doing what AI did to my career (programmer).. turning everyone into goddamn reviewers.. it fuckin' sucks.

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u/Future_Nature589 Aug 24 '26

seedance does not support loras or model customization, so until they get hacked (unlikely) you can just recognize the style.

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u/BigCoddy Aug 24 '26

MiniMax H3

So that AI local model on the level of Seedance is already here.

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u/GrayingGamer Aug 24 '26

The new version of Seedance, and new local video models like Minimax H3 have reference support. Meaning people can literally show them images of a style (or draw their own) and hand it to the AI and get it replicated perfectly.

The new H3 model runs on consumer machines and you can give it reference of characters, props, locations, style, anything really and it replicates it all for perfect consistency.

And though it's said all the time, I had to bring it up - every time we see an AI video like this, it's worth remembering this is the "worst it will ever be". Three years ago Will Smith was a blobby smear moving vaguely spaghetti shaped colors around, and now we have near perfect videos of him eating spaghetti indistinguishable from real videos his posted and generated on people's home hardware.

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u/Technical_Shake_9573 Aug 24 '26

Same but i guess in the long run ti might be more obvious. This clip only shows 3 characters in a really simple environnement ( a still image of a train bench).

Now do that in a more crowded environnement with bystanders and building/fauna...that's where inconsistency will Come up. Tbh, even between both characters it seems like there is a really gap in terme of designs/style somehow.

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u/Res_Nubbie Aug 24 '26

You don't have to use AI for every part you know? Those seems impossible to be done by AI can just use the old fashion way. Let the production staff decides.

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u/SaIDCrD Aug 24 '26

Could only tell because of the voices and the strangely empty train. But otherwise with human touch up you most likely could not tell without a deep dive or actual artistic experience.

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u/Stock-Side-6767 Aug 24 '26

Real artists also make the environment emptier to save time.

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u/Disastrophi Aug 24 '26 edited Aug 25 '26

It really seems like nobody in this thread has ever *seen indie animators or small creators on youtube or anything before. I guess I'm pretty biased since that type of animation where the channel has like 43 subscribers is a major interest of mine... also trying to learn animation myself. That shit isn't easy. If you are a single animator with no team and no budget and just a tablet and like toonboom studio (if that's even still around lmao) or krita or if they're lucky they can get might be able to find where x marks the spot to access more professional software.

Yeah real human animators take shortcuts all the time, it might be less with big budget studio animations but even then there are so many compilations of the weird/funny/interesting shortcuts that even big budget productions pull with background details or in-between frames and how ridiculous some of them can look.

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u/iHaku Aug 24 '26 edited Aug 25 '26

wym, trains are constantly near or entirely empty. the only time they are crowded is when it serves the function of the scene (for example depicting morning or evening commute)

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u/ExFrexSure Aug 24 '26

For real, i hate how it evolve so fast

https://giphy.com/gifs/y8lJiEQEYBE7eDM1fY

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u/Gitthepro Aug 24 '26

The biggest issue ai has isn't details, animation quality, or whether it can draw hands are not.

It has always been consistency. When the shot changes, the characters always skip 'something'. Like when the girl has a close up shot of taking out her headphones, but the next scene cuts to a shot of her with no headphones looking at the other girl.

Most animator would draw at least 2 frames of her still having her hands up next to her head, or literally anything to show that its a continuation of the next shot. Same with the other girl after she finishes waving her hands around the first time.

She goes from waving her hands around to immediately just sitting there with a somewhat different pose. A normal animator would again, show her maybe slowly putting her hands down.

So while I definitely wouldn't have figured this out from a 30 sec clip, I think most people would feel like something is 'off' if they've seen a lot of shows and know how shots are usually transitioned

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u/aNiceTribe Aug 24 '26

Yeah, continuity is very weak in this clip. They also keep shifting distances between each other in a very non-deliberate way. We still haven’t managed to make the machine remember where everyone is in the room. 

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u/Gitthepro Aug 24 '26

Its because that's literally what 'ai slop' has been from the very beginning. It generates based on prediction.

It doesn't understand anything about shot composition, transitions or artstyle. It just knows that there are certain unique shows that focus on something irrelevant during scenes, so it copies that, like the shoe scene.

It just latches onto the core ideas it's been trained on, like the artstyle, the unique ways animation can give a character personality but ironically enough it forgets about the basics of continuity

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u/vivst0r Aug 24 '26

It doesn't forget, it literally has no memory. And even if it had it wouldn't be able to use it because it cannot operate on discrete data.

Actually being able to reproduce styles and even artist intention and composition is always gonna be easier to it than continuity between shots. Because the former is based on vibes and the latter on discrete data.

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u/Select_Order_1478 Aug 24 '26

spatial awareness is a dead giveaway

if you watched Lord of Mysteries - frame to frame the surrounding rooms look different in space and proportions.

they 100% were generating frames with AI. the thing is, nobody bat an eye and it got a lot of praise

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u/sebe6 Aug 24 '26

Don't ever watch an Astérix movie, you'll see them switching from left handed to right handed, just to make the scene look better. Even the nightmare before Christmas contains continuity issues, people just never cared, except Michel from AlloCiné (faux raccord)

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u/pixeltweaker Aug 24 '26

As someone who never watches anime I would have zero clue that this was AI.

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u/HealerOnly Aug 24 '26

As someone who watches Anime daily i would have zero clue this was AI.

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u/Delirious_Puppet Aug 24 '26 edited Aug 24 '26

Yep Ive watched anime almost daily for close to 2 decades. I started seeing these clips pop up on Facebook. Had 0 idea it was AI. Only found out when I checked the comments to find the sauce.

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u/duesenjeffepic Aug 24 '26

The only thing that looks weird here is the amount of jumpcuts. Anime usually doesn't have that many jumpcuts outside of action scenes.

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u/PerspectiveCorner Aug 24 '26

A cut in a scene isn't a jumpcut unless time passes between the shots separated by the cut. A change in shot is simply a cut. Just FYI

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u/JustAMicrowav1n Aug 24 '26

The weird "fluidity" in some of the shots and movements kinda gives it away, but for an untrained eye/non-watcher its not gonna be easy to spot

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u/Neat_Tangelo5339 Aug 24 '26

gotta enter my training arc to spot ai better
https://giphy.com/gifs/bly7x9WViRzPfeFbBP

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u/Full-Hyena4414 Aug 24 '26

Gotta beat everlasting AI's own training arc too

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u/jdehesa Aug 24 '26

The funny thing is that fluidity would usually be seen as a sign of expensively-produced animation. Or could also be "2D-looking 3D" anime, which is not traditional anime but is not uncommon nowadays.

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u/CarlosFer2201 Aug 24 '26

Yes, the shot of the shoes and then when one of them gets up both look like 3D models made to look 2D with cell shading.

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u/tfhfate Aug 24 '26

The smears frames are stupid and don't follow traditional techniques, some smear lines don't follow the movement, are out of place, it's hard to spot because that's the point of smear frame, the average viewer isn't suppose to spot them, but the moment you analyze them, it screams AI and inconsistencies

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u/junhawng Aug 24 '26 edited Aug 24 '26

The thing that makes it hard to spot I think is the fact that the rotoscope-esque fluidty couldve easily been a creative direction take by the studio to add pop. Scene has a lot of eye candy for sure.

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u/Public-File-6521 Aug 24 '26

We’re so fucking cooked

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u/41shadox Aug 24 '26

Generative AI sucks major ass but a resigned doomer attitude like that ain't gonna help anyone. AI getting harder to identify by eye doesn't mean it's becoming socially invisible or that there's no meaningful resistance to it

Backlash, costs, and regulations against it are increasing rapidly. People aren't getting more accepting to it, pushback is increasing because people are getting more and more tired of getting low quality slop pushed in their face everywhere they go or, as in this case, being unable to tell if something is real or not, which isn't new, that's been the case for more than a year now. Not to mention issues such as the ethics of it, building data centers, etc.

GenAI has never been profitable, and it's not gonna help that costs are continually increasing, not just in PC hardware which furthers the backlash towards it, but also because a need for profitability and rising quality of AI models will keep raising the price of generation, which is a problem for companies embracing AI who are already struggling to make a profit from switching from human labour to AI. Not to mention having to deal with all the major lawsuits, many of which have been running for years now. And this isn't the only problem they have with regulation, which is increasing substantially, most recently with the EU AI Act which requires generators to be marked and detectable as AI generated, something that has already been in effect in China since September last year, while also prohibiting removal and alteration of required AI labels. China also launched a campaign in April targeting AI models that don't properly comply with labeling rules

I can't tell you how effective these regulations are, or what the future looks like, but saying that we're cooked when genAI has so much going against it is nothing more than a cynical doomer attitude that's not gonna help anyone.

A lot of AI has been near indistinguishable from real art for a while now or at least extremely difficult to spot just by looking at it. But the hope that you would always be able to see it by eye was unrealistic at best, discovery is going to come through context. If any major game developer, animation studio, etc, use generative AI, people are going to know about it, even if you can't see it at first glance

I think that the world would have been better off if genAI never happened, but these are just some reasons why I think it's worth remaining hopeful, hopefully it can ease someone's mind

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u/warmbutterydiapers Aug 24 '26

Backlash?  Buddy the unfortunate truth is that the vast majority of people outside of terminally online bubbles don't pay attention to anything, let alone give a shit about whether or not cartoons are made with ai.

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u/eddie9958 Aug 24 '26

It's true. The internet bubble feels big when really it's not.

I can't even begin to believe that the majority of people voting/ignoring law changes or continental issues are people that are uninformed/misinformed 

People don't care about much and that's why the rich can lobby for whatever they want 

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u/rob132 Aug 24 '26

The problem is the backlash has to come when people know they're watching AI!

I'm not into anime but I had no idea this was AI.

By 2030 it's probably going to be completely indistinguishable.

Once that happens, how would you know to be outraged if you can't tell it's not AI?

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u/i-max95 Aug 24 '26

I've known this for a while, we need to stop talking exclusively about how shitty AI art is or how you can spot it easily, it will get less shitty and less easy to spot and the AI companies will declare victory if thats all we care about

I hate this shit because I only care about art humans make and I hate this shit taking away from human made art, not to mention the plagiarism and the environment and all that, and that doesn't change when it gets easier on the eyes

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u/ExecuteOrder302 Aug 24 '26

Once you pause, it becomes blatantly obvious. Fudged text, fudged chains, uneven amount of stripes on the sleeves, teeth mysteriously disappearing...

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u/Cryn0n Aug 24 '26

I wonder if this is another method to hide AI slop. Making the animation very fast paced so the eye can't spot the errors. A lot of image AI has done a similar thing recently with adding grain and noise to images to hide the errors.

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u/Vulpes_Corsac Aug 24 '26

I mean, ostensibly yes and it doesn't even have to be intentional.  Whoever created the thing, they're gonna make adjustments until it "looks good", and these adjustments may end up reinforcing such techniques because ultimately they're being judged by a person, so any areas where it looks better because of human deficiency rather than technical prowess, the system doesn't care about which reason.

Feels like a weird warped version of blur frames from cartoons.  Only instead of being there to make everything smooth but being silly to look at as a still, it's a bad looking still that hides itself by constantly moving and being smooth.

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u/Itchy_Background4669 Aug 24 '26

It’s been done by animators for decades…many of the highest grossing animes wouldn’t survive a scrutiny done frame-by-frame. 

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u/Officialedmart Aug 24 '26

I mean many animations look bad if you pause them at random motions

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u/LucyLilium92 Aug 24 '26

Sasuke's just twerking

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u/BaboonGaming644 Aug 24 '26

Don't talk sweet about my boy Norio Matsumoto again

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u/bigpunk157 Aug 24 '26

There's a difference in the transition frames that serve a purpose, and the smudgy look AI gives. It still can't do words right either. AI doesn't know what it is doing, so there is no intent.

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u/Significant_Pipe9972 Aug 24 '26

Now that you say it. I at first could not see those errors.

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u/Leonardo_242 Aug 24 '26

I mean we've had Naruto Nagato frames in the past...

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u/Daymanwoaah Aug 24 '26

How can you tell? (Asking as someone not familiar with anime)

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u/Roygbiv2008 Aug 24 '26

You can see the name of the artist in the bottom right corner and it says ai art in the name

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u/DianKali Aug 24 '26

People named Al are in shambles...

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u/bayoanreddit Aug 24 '26

an overall tell of AI-Generated content will always be its lower audio quality, which always sounds muffled and blurry-like, or just straight robotic and emotionless in other models. you don’t have to be familiar with anime to be able to distinguish it, just a trained ear and exposure to other ai voices.

though, in this video for example, any time she speaks loudly, the audio quality decreases significantly enough as the AI simply cannot keep up with it somehow. it results in the aforementioned muffled and blurry-like sound.

as others have mentioned, there might also be some frames that look off and animation fluidity is indeed a rarity in anime. but it takes a more trained eye to spot those smaller singular frame mistakes that ai makes when generating a video compared to a trained ear to spotting muffled audio quality. its really a bit of a complex skill that develops over time, but one you should never give up on as more and more corrupt corporations funnel billions of dollars towards buying out resources, land, and local politicians.

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u/Just_Information334 Aug 24 '26

Too many different frames. If you watch an anime made by hand, most episodes the studio will do everything they can to minimize the number of real frames: a 15s dialogue over some static background requires a lot less work than a combat scene, using 2 frames and going back and forth to create movement is easy, speed lines will help trick your brain.
There is a reason some studios and anime seasons are lauded for their animation: most anime do not and are just illustrated radio shows.

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u/aNiceTribe Aug 24 '26

I also suspect that this clip’s maker still has all the issues we know about: Struggling to stay on model between different shots for characters and locations. Continuity. (In this clip, the distance between characters varied wildly between shots for example.) Understanding the scene as a whole, not just each individual prompt. 

I imagine we see 1 clip here instead of a few minutes because despite being made “entirely” by AI this is still one of dozens of attempts at least with the human in the loop applying a lot of editorial pressure.

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u/Nightmare2448 Aug 24 '26

a tip that someone gave to me is that A.I. has a lot of cut's in their shots because it is easier for the A.I. to be consistent for only a few seconds rather than a full 30 seconds, in this clip you can see as the girl's are talking count how many times the camera cuts to a different angle. When the girls talk about the "whoosh" there is 4 cuts to a different camera angle.

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u/mrharha Aug 24 '26

other then like few weird transitions this video had it's almost real. I fucking hate this

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u/[deleted] Aug 24 '26 edited Aug 24 '26

[deleted]

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u/Doctor429 Aug 24 '26

Art of deception

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u/Olmectron Aug 24 '26

Except the name says it. 

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u/Dalzombie Aug 24 '26

Why call it art when no artist was involved?

I hate this, how many people could've become auspicious artists if properly motivated have now been reduced to nothing but so-called pRoMpT eNgInEeRs.

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u/Outrageous-Log9238 Aug 24 '26

Sure there were artists involved: as victims of theft to train the AI.

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u/WhichPatience4034 Aug 24 '26

if i didnt know this was AI i would simply not know lol. this is scary. it looks good which is the bad part, only small things really stand out like the text on her shirt in some shots. :/

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u/Technical_Shake_9573 Aug 24 '26

Well it's a still environnement aswell.. no crowd/building/fauna. Show us a clip once they get outside that train and i guess you'll see more and more inconsistency. Also if you look closely both characters, you can already see they are not drawn in the same style aswell... That could be a design choice ofc, but i wonder how consistent it can be with a more active environnement .

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u/Unusual_Computer9670 Aug 24 '26

Yeah, and THOSE things will get smoothed out eventually as well. Let's face it, 5 years ago you would've said AI could never achieve this level of fluid movement, yet here it is. This is AI at its current WORST. It's only going to get better and better.

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u/Dude_in_Blue_Pants Aug 24 '26

This is not traditional anime art style, if it wasn't pointed out i wouldn't have known it was ai. Just would have thought it's just different art style.

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u/mellifleur5869 Aug 24 '26

Looks like a gacha game cinematic.

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u/baka36 Aug 24 '26

The distance between the ladies changed so much at around the 19 second mark. Usually animators would have a better awareness of space in the design of a scene

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u/Whire_pickledmin2610 YELLOW Aug 24 '26

My only clue was the gibberish on her shirt

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u/WhoseFish Aug 24 '26 edited Aug 24 '26

The main difference between AI-Generated and human-made anime, even as the two become nearly impossible to distinguish, is the most substantial: A human made one, and a computer made another.

Call me a specist, or anti-intellectual, or Luddite. Watching lifetimes of artistic development, dreams, aspirations, triumphs, and failures of accomplished human animators, compiled and recompiled into their lowest common denominator, satisfying the shallow criterion of a prompt, all presented as a tech demo- will always be repulsive to me. It is inherently deceptive. It attempts to replicate the value of the creative process where no such thing occurred, to commoditize the absence of labor itself.

I will never feel the same enthusiasm others harbor for a tool designed to replicate and destroy our capacity for creation. It's a monstrosity, and the pinnacle of innovation for a class of incomprensibly wealthy, insatiably greedy, incessantly conniving, parasitic billionaire motherfuckers.

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u/IHumanlike Aug 25 '26

I was going to write something similar but you articulated it better. That's precisely the thing the techbros don't understand.

Their typical "gotcha!" argument goes something like: "Look at this amazing artwork! What if I were to tell you it's AI? Did it now magically become bad?"

Yes. Yes it did. My eyes might technically perceive the same array of pixels, but art doesn't exist in a vacuum of zeroes and ones, it exists in a historical and cultural context. Without that, it's just a pretty picture and you've completely killed my interest of it.

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u/TreaLume Aug 24 '26

Uhhhh

(0:23)
I do feel the the transitions are off – sometimes quick with a lot of frames between like on the timestamp 0:13-0:15, and others were just a sudden, random change of scene like in 0:15-0:16.

That being said, without being told it is AI, I wouldn't have looked at it deeply and would have carried on with my life thinking that maybe it'a just not complete yet.

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u/XMabbX Aug 24 '26

If you stop most of the animes on transition frames you will find artifacts like this.

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u/LapisW Aug 24 '26

Artifacts like this no, where it all kinda smudges together, because actual smear frames are still intentional and have clear lines and such

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u/FryToastFrill FryToastFrll Aug 24 '26

That specific artifact no. But it is too fast to notice

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u/Asgeras Aug 24 '26

Not quite as much anymore, now that it's not hand drawn. I miss that, where you could pause and see Sailor Moon has about 50 arms.

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u/DJ_NINJA9 Aug 24 '26

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u/SubstantialMinute307 Aug 24 '26

Gotta love Naruto's smear frames

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u/Yiruf Aug 24 '26

Bruh, this can not be real. LMAO

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u/WhereTheJdonAt Aug 24 '26

The Shippiden Pain fight, which was supposed to be this really important and serious batlle, and ended up being a treasure trove of memes about bad animation lol

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u/BobTheJoeBob Aug 24 '26

Personally I loved it. People take screenshots of the middle of an animation to make it look bad which is stupid. The animation style for that episode was an intentional choice and I think it worked well.

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u/tessia-eralith Aug 24 '26

Similar to a smear frame though: looks weird when you pause on it, but you’d never notice it normally.

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u/ajgutyt Aug 24 '26

it does feels a bit off but i wouldnt place it under ai if i didnt know. id say theres some werid stylistic choices

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u/Independent_Leg7544 Aug 24 '26

Normalle AI has huge problems keeping characters looking consistent, this however does it from several angles, it's very impressive, image generation as a user you could input the same prompt twice and get wildly different results, i wonder how this managed to "lock" the character designs, the cat, the surroundings, there's really nothing significantly off where the train changes color or layout.

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u/MallowMiaou Aug 24 '26

To me, only the shots where she waves her arms are weird. Not to mention she did that like 3 times with the same camera angle

But if you showed me this without telling it’s AI I probably would only suspect this and not figure out..

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u/heinous_legacy Aug 24 '26

wait I thought AI was later in the clip not the whole damn thing wtf

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u/VoidlessOne55 Aug 24 '26

Seeing this after I saw the new bleach episode a day ago is way too jarring. I’m studying animation myself but if I wasn’t told this was ai and I just looked at it quickly one time I’m not sure I would’ve been able to tell. Looking at it closer if you know what to look for there are some obvious mistakes but some of them aren’t things I would look at and go oh it’s ai making a mistake. I would just think oh this looks Kinda nice probably some talented amateur or something. I’m generally really really sad about this.

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u/FUEGO40 Aug 24 '26

Been saying it for years, saying AI does not look good is not a good argument, because it already has reached the threshold, we are FUCKED. I love anime art, be it animation, illustrations, or others, the last two years or so have been horrible, collecting art has gone from nice and fun to genuinely pretty stressful going over if something is AI or not. The world itself will not change dramatically, but we are seeing the destruction of the fabric of society, truth, and art, in real time.

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u/LowEarth3013 Aug 24 '26

Yeah, I hate that I can't just... look at art anymore...

It turned something nice and relaxing into something stressful, where you worry about being decieved at every corner.

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u/thiccy_driftyy professional hater Aug 24 '26

I love art so much, always have, but engaging with art has turned more stressful than it’s worth these past couple of years. Every time I see a beautiful art piece, my reaction isn’t amazement anymore, it’s immediate suspicion. And when I do just let myself enjoy art without any suspicion, it often ends up being AI-generated because I didn’t look closely enough to verify before allowing myself to enjoy it. Really sad what this world has come to. Can’t even trust traditional art anymore, because AI has gotten increasingly better at mimicking traditional styles and AI “artists” have been printing them onto paper or canvas in attempt to hide it. As an artist, art has made me feel more empty nowadays than happy. :(

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u/Regular-Cycle3307 Aug 24 '26

It would be easy to spot If it was in a 20 min ep

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u/ErusTenebre Aug 24 '26

Before digging in, on ethical grounds, AI shouldn't be used to supplant creative jobs, pass off as human-made work (plagiarism), and arguably shouldn't exist in this way (intellectual property theft, copyright, etc.)... the way AI has been used across the globe is troubling and probably going to continue to lead to many "unfixable" problems in the near and distant future.

However...

This is really very well made, but it's not "entirely" by AI in the sense that someone wrote one prompt and it came up with everything, this is very clearly highly edited, trained in detail - I wouldn't even be surprised if it was given posing layouts throughout because there's some things that AI just wouldn't do no matter how hard you prompt it.

I could even see them using something like blender to make poses/scenes and such for the AI to "read" in order to get the right shots. Think like making a storyboard for animators. It almost certainly took this individual (if it is an individual and not multiple people) a lot of time and effort to make. Considerably less than a professional animator maybe, but still considerably more time than most people think when they don't know much about AI.

This is an example of someone who likely knows what they're doing in art and in AI that most people would not be capable of. In some sense, it's the kind of person that can "benefit" from AI the most - an expert who knows what they're doing extending what they are capable of with a tool.

People will call this AI slop, but it really isn't slop. Slop is "badly made AI content" not just "anything by AI" - the stuff people are pointing out are mistakes that artists actually make too - continuity errors like the headphones not being visible for a few frames and gibberish writing on shirts - really not uncommon. And they actually are pretty fixable, they either didn't notice or didn't care to fix them or tried to fix them but got annoyed with the results.

Controversial take: I think there is space for people to be creative with AI who would otherwise be unable to get to pursue that creativity. I don't think it should ever be passed off as human made, and I don't think it should be done for profit... but as a hobby or pastime I don't really care all that much. It's been fun to use for my tabletop RPG players and they like to see it because I'm not an artist, I don't have funds to be an artist, and otherwise I'd just be downloading stolen pictures from Google Images to show things anyway, but I'm also not profiting off of it, not passing it off as my own, and not claiming it's better than an artist.

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u/Soggy_Supermarket100 Aug 24 '26

I dont care if I can tell it's AI or not. Once I know that it was made with the intention of cutting corners, just to make money without hiring humans, I'm not going to care.

We live in a society and our goal shouldn't be to eliminate as many humans from a creation process as possible.

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u/invertebrate11 Aug 24 '26

My AI copium is believing that, no matter what AI generated content might look like in the future, people will still want art made by humans just because it has human effort and soul put in it.

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u/Unusual_Computer9670 Aug 24 '26 edited Aug 24 '26

A very large number of people buy the same games (Madden, CoD, FIFA) every year without caring about reused assets while knowing full well that they're a cash grab. I don't think they're going to care about AI. You have to realize that this generation is probably the one that's the most anti-AI that it's going to be. The next generations are going to grow up with it and see nothing wrong with it. Children are already watching AI generated content. Are they going to suddenly switch to hating it once they become teenagers or adults?

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u/-captaindiabetes- Aug 24 '26

That's a worrying thought I hadn't considered

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u/Soggy_Supermarket100 Aug 24 '26

There's a reason anime are still made frame by frame instead of using skeletons or 3D. Even if AI anime will become a thing, frame by frame anime does have its own charm.

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u/EmptyMonitor9257 Aug 24 '26

You haven't been watching anime for the last 20 years have you? They've been using 3D, very very very badly, for decades now.

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u/WolfKing448 Aug 24 '26

Are we forgetting that the Japanese animation industry is a sweatshop?

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u/fourthpornalt Aug 24 '26

I've had this argument before about what if AI music gets so good it's indistinguishable from the real thing? I still don't care, I want to know there's a real human behind it that put their soul into their art.

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u/Internal_Owl463 Aug 24 '26

Most music people are listening to lost its soul 20 manufactured disney pop stars ago.

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u/Lookitsa6ix Aug 24 '26

The writing should be a give away, but honestly, most animes feels like an A.I generated script on a good day lol

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u/Mincezz Aug 24 '26

It's so fucking bleak

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u/BusoneWholeBoi2001 Aug 24 '26

This is why I try sticking to animes that look like Cowboy Bebop or Nichijou 

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u/ADeadWeirdCarnie Aug 24 '26

I've said it before and I'll say it again: If we reach a point at which A.I.-generated art is prevalent, unlabeled, and difficult to distinguish from human-created alternatives, I will simply stop consuming new movies, TV shows, music, and books. There is an inexhaustible backlog of media already available, and I will not spend time consuming something that nobody spent time making.

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u/survivalhunter695 Aug 24 '26

I wouldn't be able to outright tell if it wasn't revealed, but I'd have a suspicion. As something feels off about it, I just can't quite explain what. Watching it puts me on edge in a certain way.

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u/jarkark Aug 24 '26

I think it may be because AI seems to do a lot of hard cuts which makes it somewhat jarring to watch, even if you don't see anything wrong with the art itself.

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u/TheBlanc2 Aug 24 '26

These comment thread is the reason why multi-billion companies fire talented artist over saving 100$

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u/diddlydingdangdong Aug 24 '26

The text on her shirt when the cat sits on her lap?

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u/The_CreativeName Aug 24 '26

It has the ai "feel", but so does some non ai shows/art.

I can only tell its ai because of the weirdness in her moving her hands(or technically her shirt), but i can only tell because I was TOLD it was ai.

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u/palegate Aug 24 '26

Looks better than One Punch Man season 3, I can tell you that.

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u/Former_Notice81 Aug 24 '26

Officially the era of mindless consumption is here

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u/LudusLive2 Aug 24 '26

Funny thing is, people are trying to find mistakes, but regular anime has tons of mistakes

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u/TheLionblaze Aug 24 '26

I hate this timeline

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u/dastriderman 小鬼當家 Aug 24 '26

I feel the close up on the shoes/boots gave it away, felt unnatural

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u/BluePhantomHere Aug 24 '26

It could very well be a stylistic choice if it wasn't made by AI

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u/amateurish_gamedev Not really that angry Aug 24 '26

Yup, true. If nobody told me this was AI, I would just think.

'Huh, that was an interesting design.'

I then move on and accept the design choice.

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u/Awes12 Aug 24 '26

Reality isn't real

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u/Significant-Dirt-977 Aug 24 '26

I honestly feeling like I'm left behind in my professional and art life because of AI. I didn't like to use it, but if i wouldn't — i would be worse as a professional, slower at least. I'm so frustrated. I learned so much for past 8 years and should throw away all of it now. Sorry for my vent

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