YouTube’s system for suppressing low-quality AI content mistakenly targeted Kurzgesagt, leaving the channel with its worst-performing upload since 2013.
At the same time YouTube offers a prompt to generate more AI content.
No, this is just a stunt to claim that it is difficult to detect AI slop, when in reality they want that content as it is more addictive, especially to kids.
Yet YouTube Music is absolutely rife with AI bullshit. So much fake-ass viking, cowboy, or other ‘badass’ AI generated slop.
Or “just discovered” 1970s Berlin krautrock space stuff… it’s all nonsense
thats why im always hitting the report button. be part of the solution. not passively part of the problem.
As someone who likes Tyr, Hulkoff, Skald, and Danheim I swear to fuck I want to beat someone’s head in with my musket stock. Seriously the quality just drops and I can only block so many channels, half tempted to just to download all their music and make a fucked up mega playlist on my phone.
Anyone know a good way to download YouTube music on Linux, preferably a program and not a website.
Up until a few months ago, I would normally use spotDL, a tool you gave a Spotify url and it’d search the same songs on multiple sites and download them, while tagging it with spotify’s metadata, which is quite clean. Absolutely amazing piece of software helped me build a good music library, but Spotify changed their api auth because of Anna’s archive scraping, requiring you to have premium just to have a useful api key, breaking spotdl for pretty much everyone.
I currently use just yt-dlp to pull from yt music, SoundCloud and bandcamp. It’s alright, metadata is bad tho, yt-dlp doesn’t tag very well out of the box. I’ve tried torrenting and soulseek, you can get some good quality (and big!) files, but can be hard to find niche artists (Argentinian hardbass sure is niche as hell)
I’d too be interested in a tool like that if anyone knows one.
i mean this tell you everything that you need to know: as soon as the animation quality of a channel is good enough, it gets accused of being AI. what does this tell us about the quality of AI output?
It sounds like your argument here is that AI animation is so legitimately great that it is on par with talented animators. Quite frankly, fuck that, no matter how visually polished AI animations may look, they are generally quite soulless and flat.
The real issue is that people are so reflexively anti-AI that they accuse anything that registers any doubt at all of legitimacy of being AI, even without evidence. This has hurt many legitimate artists who were forced to reveal more than they wanted to about their creative process just to prove to detractors that they didn’t use AI. While hatred of AI “art” is very defensible, directing that hate any anyone you have a mere suspicion of is just making things worse for real artists.
And yeah, the visual clues that something is slop are getting more and more subtle, and that does pose a problem for our ability to quickly differentiate, but that absolutely does not mean than that the slop has equal value to human-created works. Anyone arguing otherwise is just telling the world that they are anti-Human. I which case, I recommend taking a look in the mirror and considering that maybe not all humans inferior to a GPU, just you.
look i know that this gets a lot of hate but the current trajectory of “you need to prove your worth to the world to have a legitimate reason to exist” is just not sustainable. fuck all that “we support that artist”, we should be supporting the person, whether they output art or not.
the current rage against AI is 90% driven by the idea that humans need to produce output sothat we can donate to them and give them money sothat they can live. and frankly, that’s a dystopian idea in my eyes.
You gotta work on your communication, I have zero clue what you’re trying to say. You start off heavily implying at AI is of a high quality, saying nothing else, and then go on about being pro-working class/pro person(I think?), but do it in a way that has holes in just the weirdest places.
the current rage against AI is 90% driven by the idea that humans need to produce output sothat we can donate to them and give them money sothat they can live.
What an absolutely insane straw man
Despite them being a little out of wack and a terrible communicator, they do have a point. AI’s main selling point is centered around how it can make everyone more productive as if we actually need even more productivity. We’re all more than productive enough, AI is giving us nothing but unemployment(as those left are told to work harder), more climate destabilization, and reduced quality of life for every single living thing nearby a data centre.
Their first comment was also just plain bad, not gunna defend that at all. They seem kinda loopy.
That a lot of people are trying to imitate Kurzgesagt’s signature style?
yeah exactly.
I was recently accused on Lemmy of using AI to write up a post (laced with links to appropriate Wikipedia articles).
I’m still not sure how I feel about it.
Oh you used a big word, AI phony!
Nah dude, I just . . . know how to write?
real human intelligence seems utterly alien in this world
It really doesn’t help that in the US there’s a major literacy crisis.
This is the shit state of the world now. Everything gets accused of being AI by someone. The AI tech bros have well and truly won. They’ve poisoned everything.
This is exactly why I hold anti-AI folk in low regard, because they have yet to demonstrate their “detection” abilities to discern between human and generated creations. They are basically psychics and ghost whisperers.
As AI gets better this is increasingly true too. Back when it was irregular fingers it was a lot easier. And tbh, there is plenty of AI content I don’t really mind.
Its often ok. It doesn’t have to be great if there is little to no high quality human made content to compare it to in the same niche. I don’t think any human artists have made an album about the Isstvan massacre.
YouTube’s bullshit is having some interesting effects for sure. Have you noticed how more and more channels are now including short clips of them doing the actual voiceover? It’s usually not even that long, like a second or two or sometimes even less. But apparently that’s now needed to prove that there’s an actual human behind the channel.
I do find it a bit distracting, but I’d rather not lose those channels either…
Even that doesn’t always work. There is one channel I know of that got auto banned despite using live shots of everyone doing live introductions of their stories.
This shit reminds me of that helicopter gunner scene in Full Metal Jacket:
“Everyone who doesn’t show their face is an AI. Everyone who does show their face is a well-disciplined AI.”
Problem is that most people and automated systems are downright terrible at figuring out what’s actually AI. Even AI itself can’t always tell if it’s AI.
I’ve had people accuse my posts on social media as AI, just because I can write more than two sentences without spelling errors. Since they can’t, they think nobody can…
So now I tend to leave the occasional delibarete spelling mistake just so people don’t think this was written by ChatGPT. Unless I put that in my prompt, obviously 😂
we need an option to report obvious AI use in videos. currently there is no option to report ai
AI slopt censoring AI slopt
Using AI to detect AI has, time and time again, proven to be a broken idea. Here is Google with a genius idea: use AI to detect AI, to prevent AI videos.
Keep in mind folks, this is a global top-three company in terms of revenue.
This is also a company pushing AI
…while offering video making AI tools.
When all you have is a hammer, and you’ve bought all the hammers in the entire world, through the end of next year,
I have no words.
Not sure it’s possible to fight machine generated slop on the big platforms now. People who invest a lot of time and effort are being squeezed out. Businesses that don’t give a fuck about quality upload multiple low effort videos a week across multiple channels getting massive views, probably most from gaming the system.
Sad for the people who spend months researching, writing and producing videos but this might be the end of the ride as far as making videos as a day job. The platform doesn’t value them or their loyal viewers.
The creators facing burnout who don’t leave out of disgust will join the slop machine and start championing it. Starting to see it already.
Looks like more content creators will migrate to Nebula. Or people’s Patreon will get flooded with more donations.
In this economy?
Such a shame because I wish people gave PeerTube a chance. Now, it’s apparently overrun by absolute loons.
Now that you mentioned it, there aren’t enough traffic and new content in PeerTube which dissuaded me from checking back.
Some transit channels have uploaded mirrors to PeerTube but the numbers are minuscule compared to their Youtube channels.
Yea…weird how that happened… -looks around the Lemmy landscape-
Wonder why….
Youtube’s system sucks, but I don’t feel bad for many of these channels. They used to be great. You could learn a lot while eating, or just entertain yourself without brainrot.
For a few years now, however, increasing numbers of their videos have been sponsored by billionaires (or their chains of companies or foundations), either in part or in full. Some extreme cases are just plain propaganda.
That’s the youtube dream. Pretend to be genuine long enough to attract an audience that will attract a dark money suger daddy sponsorship gravy train and it’s all daisies from there on out.
Literally the same as a politician.
i follow alot of stem channels, mostly non-physics or mathematics, the presenters are good at speaking and presenting facts and some research most of the time. its the regular influencers and right wing that are brainrot.
Examples?
I’d love to have a small list for class.
A perfect example is Veritasium’s now deleted video about self driving cars. Entirely sponsored by Waymo, featuring exlusively data provided by Waymo (which coincidentally contradicted all other available data), and the guy acts like the video being fully sponsored means nothing.
Once people called him out, he started acting like a victim targeted by everyone for no reason. Just read his comments under videos on the topic. It’s just pathetic.
Many other channels, like Kurzgesagt, completely source their data from billionaire-sponsored websites like OurWorldInData. Sometimes the data matches other, more reliable and trustworthy sources, and other times it’s just plain made up.
In addition to portraying various subjects from only one perspective, which, suspiciously, always seems to be the one that makes billionaires look better.
YouTube videos about the two cases I mentioned:
Regarding the video about Kurzgesagt, if you look in the video description, you can find a Reddit post by Kurzgesagt where they respond to those accusations, which a lot of are refuted.
It’s important to be critical, but mindlessly blaming everone and everything to be billionare-controlled is just as dumb as being naive and believing everything u see on the Internet.
Personally I feel like that reddit post is terrible and nothing but PR. They did not ‘refute a lot of accusations’, as you claim. They cherry picked a grand total of two, one of which got twisted, and responded with largely irrelevant and misleading info.
Which is pretty much what The Hated One responded to them. Not to mention even the response to the two (out of what, 12?) points was full of holes and manipulative statements.
Naturally, no further comments were made by anyone from Kurzgesagt’s team. Just like corporate PR. Publish a meaningless statement that provides no new information whatsoever -> pretend it answers everything -> refuse to elaborate -> act like people are evil for asking questions.
Raycons? Established titles? Betterhelp? Not exactly what op said but theres plenty of examples of shitty YouTube selloutry. Here’s a whole dude who made his channel on calling out the shitty sponsors https://m.youtube.com/@Shane_McGillicuddy
That’s awesome. Thanks!
One of the largest slop-machines targeting one of the most vocal and popular anti-slop edutainment channels as slop feels like a targeted attack…
Yeah, of you go to their page to upload content, it now has prompt where you can generate one. It is just a stunt to fool people that they fighting and that it is hard, when in reality they want the slop as it is addictive to kids.
KZ feels a little sloppy at times, I stopped following it
They’ve admitted to using “AI” content editing tools. But, I’d bet most of those tools are using “AI” either due to exploiting hype, or due to being based on non-generative, “AI” ML classifiers.
I stopped when I found out that it’s just a propaganda arm of Microsoft lol.
Propaganda arm? All I could find was that they were contracted for a Gates Foundation video in 2015 and got a big grant from the foundation around that time.
Yeah.
The Bill Gates connection is there, but the level of influence is just a conspiracy as far as I can tell.
Microslop
I wonder if it could be that the AI trains on popular content, meaning AI slop sometimes looks like Kurzgesagt because it’s ripping it off, which means the slop filter learns to recognize the original content that got ripped off as slop…?
edutainment channels
*educationing channels
Educational entertainment, also referred to by the portmanteau edutainment
The word has been around since 1973 and is included in many dictionaries. If you want to correct someone, at least inform yourself beforehand.
I tried to make a joke. Looks like I failed.
I’m not even sure what that joke could’ve been

Yeah, it’s bad.
Non-watermarked slop is going to be impossible to detect going forward, and the false detections are going to get worse.
The fundamental issue is the monetization scheme. It’s just too lucrative for spammers. YouTube’s economics are broken, and getting worse.
…Hence, no matter what YouTube says, YouTube is going to double down on “detectors,” because Alphabet leadership couldn’t care less about destroying longstanding creators. Their only objective is to suppress just enough spam to keep ad buyers unconcerned next quarter, no matter the long term damage; that’s someone else’s problem.
We need a law that requires AI-generated videos to be watermarked and huge fines for the streaming companies that allow unmarked videos.
That won’t work for long. Generation can be hosted in a country outside the jurisdiction.
Current services do need such a law anyway, and many already are watermarked. But I’m just saying it wouldn’t even slow down spammers once they figure it out.
The best solution would be to turn away from detectors, which will always be a losing game, and return to crowdsourced curation through users likes and ratings.
But that would end up with too many of the corporate propaganda videos getting tanked with dislikes so YouTube will never go for that.
For every ten users who decry AI voices and animation, a thousand more will blindly click “Like” and “Subscribe”. The people have spoken, and they want to eat straight from the fertilizer pile.
People only click like and subscribe because their other options were taken from them. They got tired of the people speaking up so removed the options to do so.
I’ve run my own anecdotal and admittedly small blind trials on friends and family. Most people unfortunately preferred the A.I. slop to real human content. My theory is because it tends to be brought and shiny. The only actual study I could find online, told participants which is which, kind of defeating the purpose in my opinion.
There was recently a study using human short stories and LLM generated short stories prompted to write a similar story. The participants where told which stories were AI generated, but sometimes they were lied to, and told a human-written story was AI generated.
The study showed that people liked the AI stories more. It also showed that if someone has a negative bias against AI generated content, they’d claim the AI story was worse, even if it were actually the human story and they were just told it was AI.
Also, another test was performed where they provided a story and asked them if it was AI generated or human generated. The participants could only tell the AI written story 45% to 50% of the time. Essentially, they were guessing.
I think many people have taken a mental snapshot of the quality of AI generated content from a couple years ago and just assumed it hasn’t improved since then.
It’s engagement optimized, that’s why.
That’s the whole point of the spam; being engagement bait.
Same thing applies to any human made clickbait, and people have demonstrated they simply cannot help themselves, and click it.
nah, they are doing that because they are good taught consumers who know well how to follow orders obediently. It’s just so convenient to not think, just do what they tell them. aah have you seen that animation, and the sound effect?!
I feel It is less that AI content is difficult to detect and more that the AI technology Youtube is using to detect it is complete trash.
I respectfully disagree.
Have you seen what Minimax H3 can output, on a desktop? Even dirt-cheap AI video gen is basically undetectable now. I think all YouTube can filter is the absolute “bottom barrel” spammers still using some old model because they don’t know any better.
And if they train detectors on “stereotypical” AI output like Ghibli style or flat colors or whatever, they’re just going to nuke channels like Kurzgesagt while most AI slop spammers adapt to get through. There’s literally nothing for detectors to go on anymore.
…But also, YT doesn’t even care.
The filters make next quarter look better because they do catch the bottom barrel, and that’s all that matters.
If the slop videos get through, the average user won’t see the difference either, so why should they care?
There’s literally nothing for detectors to go on anymore.
It’s harder for users as well. Even youtubers I’ve followed for a while have started using the recipe of having a ridculous thumbnail such as “WHY YOU SHOULD NEVER BUY THIS” with an arrow pointing to something. After a couple of times of catching me because I own one of the things the arrow is pointing to (and then watching a 10:01 long video not talking about the item in question) I decided not to fall for it. I noticed that discovery of a new channel got hard. They’re all following the recipe now since I guess youtube mandates it, so it’s the same bas relief thumbnails that seem like they pose a question and a video that doesn’t answer it. We’ll end up with a new Betteridge’s Law and the resource youtube once was is lost forever and we’ll stand around making dumb faces thinking how we’re all getting ripped off…

I wish more people that oppose ai would actually keep up with it so they don’t regurgitate outdated information, or claims that nobody will use it when it stops being subsidized.
To be fair, people generally won’t keep up with something they aren’t interested in, much less something they are actively disinterested in. That’s reasonable.
I do have an irrational pet peeve of people making claims on something they know little about though, which is why I may have come on as hostile…
that’s extremely rational
Seems the same pattern at X, probably because they hired in an ex-YouTuber at the top. Moderation algorithms are universally very poorly written and don’t appear to have gotten better in the last 6-8 years when they began using them to replace human moderators. On X they seem to have a timer for new accounts that puts a fake label on accounts as if they’re spamming or a bot, when it’s just a real user with opinions the algorithm is trained to dislike. Same exact crap the old Twitter did. They put the source code on the web and it showed how if you posted or replied on any of a broad range of topics, your account was scored lower until you were deemed low quality and made invisible. It’s like they just wanted cat memes and recipes from elderly women, but not many of them on Twitter or X. Probably because they hired in people from companies where non-controversial topics were a much larger share of what was discussed there. 1 trick ponies who weren’t suitable for doing the same job at X.
There’s no way to boost ad views or MAU with that approach. I believe X will never be profitable due to those people running the show and Musk not ever hiring anyone a lot better to run X. Musk had a similarly bad experience with Solar city. Another company he didn’t know enough about to manage himself and the people he hired to do it weren’t good enough either.
Youtube and X is basically a private monopolies. They only care about the profit margins. Any and all extra expenditure to R&D or consumer satisfaction is just a cut to their profits today and since they don’t have any real competition, so why raise quality of service above the bare minimum? Their only real selling point is that everybody uses them, so everybody will have to keep using them, if they want to be seen or access most things. they don’t care if they serve slop, because you and me and the wider masses are going to eat it up anyway.
X loses money so no margins there. Twitter has never made a profit in its history that I’ve ever heard of. Facebook’s on the way out. 20 years ago it was college age users. 10 years ago it was people over 50. Now it’s a lot of commercial accounts posting as they do on other basically dying or dead platforms. The only sign of life is streaming video and chats related to streaming video. YouTube has been losing users and content creators to both Rumble and Twitch. The right 1/3 of America is on Rumble while Twitch took the gamers. Youtube still has business but they basically gave away enough business to make those 2 relevant.
Alphabet’s dependent on Youtube, cloud services, web search, and related ads to pay for the unprofitable parts of the business, which appears to be where the bulk of their employees work, rather than at the earnings-generators. If they screw up youtube, then they will have to lay a lot of the people in the fun and interesting jobs off, along with the many layers of bureaucracy and non-coders working in jobs that nobody’s quite sure what they do there. They can’t really afford to screw up youtube any more than they have. It can’t merely do well. It has to do great to pay all of their bills. Very similar to the action-hero movies at the movie studio paying for all the unprofitable ones that most people work on
What part of AI hallucinates do you not fucking understand?

























