YouTube Killed 130,000 AI Slop Channels... But Made a Mistake transcript

All right, let's start with the good news first and give YouTube their flowers on this one for a job well done. YouTube's purge of AI slop channels is getting pretty serious and pretty intensive. Over 100,000 channels wiped out in the last 6 months alone, which means that my very own It's an AI Dog Life channel is well and truly doomed. >> Sorry, sneeze coming. >> Let's use the timer. >> Good call. Everyone huddle. >> three, two, one. >> But, YouTube isn't perfect as this 25 million subscriber channel found out to their Smee.

And what YouTube said about this may really surprise you. I want to give Jim Loud about the credit here for bringing this Google research paper to my attention called the scalable detection of adversarial synthetic slop and coordinated media abuse, a Laura enabled multimodal defense system. Yeah, I was bored before I even finished reading the title. It describes how a scalable cluster termination system, SCTS, which I've got to be honest sounds venereal, was deployed to a major online video platform, which Jim says there is zero chance this is not YouTube since Google are the authors of this paper.

I agree. And how does a scalable cluster termination system work, you may not care to ask? Well, a little bit like this. Got it? Good. Because I haven't got the foggiest idea. That right there, ladies and gentlemen, is how AI can benefit all of humanity. I've run out of water. What it's doing in its simplest terms is looking for connected channels producing synthetic content at scale. It analyzes shared behavior, upload patterns, and infrastructure to automatically remove entire groups of related channels.

Now, what that means is that we're not really talking about individual creators experimenting with their first AI faceless or fully automated channel. But content farms abusing the platform at an industrial scale. Now all of this has apparently resulted in 50,000 clusters being identified and 130,000 individual channels being removed from YouTube. So we're talking about millions of videos here considered to be AI slop removed, which is a great start.

Because YouTube themselves said last year at least 20 million videos are published on the platform every day. And this SC TS system does also make mistakes. The overturn or repeal rate, that's where people who were incorrectly terminated and were able to appeal the decision, is less than 1%. But in this sample size, that is still hundreds of legitimate channels that had their lives turned upside down for a brief period of time.

But if we go all the way back to YouTube's priorities in 2026 that they set out at the start of the year, one of their goals was to build on their established systems that are combating AI slop. So does this represent the progress that we're talking about? I guess ultimately only you the viewer can answer that. Are you seeing more or less AI slop content coming up in your YouTube feeds? Let us know in the comments below.

And I ask that question because one channel that apparently hasn't been showing up in feeds lately is Kurzgesagt. They make animation videos explaining everything from nuclear bombs to the day the dinosaurs died to quantum computers. If you'd never heard of them before, you might mistaken them for an AI heavy channel. But you'd be wrong because they've been around for over a decade employing the very best human creatives.

In fact, I wouldn't be surprised if Kurzgesagt wasn't one of the main channels used to train the generative AI of today. Which gives me an idea. Uh yeah, it looks like they've been scraped pretty much to the bottom of the barrel. At 25 million subscribers and over 3 and 1/2 billion views, they are one of the most trusted and reputable channels on the platform. But that didn't stop some of YouTube's AI detection systems apparently trolling them.

They wrote a pretty lengthy tweet about how they've been experiencing a drop in views, and it's never a good sign when a post starts with the YouTube algorithm actually blocked us. Now they talked about how click-through rates were higher, watch time was longer, and viewers were loving what they were making. And yet views were at their worst since 2013. So they did what all creators would love to do, but can't. They contacted YouTube.

And their reply was so remarkable to me that I'm just going to read this out word for word. So we quickly got in touch with YouTube, and they actually confirmed pretty quickly that something was going on. It turned out that YouTube's automatic AI detection tools wrongly think that our very much human-made videos are AI slop. So it started to choke our channel. Our contacts at YouTube were amazingly helpful and transparent with us, and hopefully the bug is fixed for now.

Now the irony is not lost on me here that one of the channels that used to train AI just a few years ago is now being labeled AI itself. But what's far more interesting to me is that if YouTube detects AI content as slop, which as we've already well established Kurt Cazaug isn't, it will choke the channel. I mean, if we join the dots in a certain way, aren't we basically saying AI slop equals shadow ban? Just want to leave that word floating in the air for a little bit. >> [snorts] >> Smells, doesn't it?

Now I myself have first-hand experience of this from my AI dog channel that I mentioned at the very beginning of this video. For 20 or so videos, YouTube would give these shorts a couple of thousand views, but then suddenly it completely gave up. Every single video, zero views. To to point where I achieved a one of 10 video without a single person watching. And you know what? It was a deserved punishment. I was literally typing in a single prompt to generate these videos in 2 minutes that ended up as AI slop.

Viewers were likely unsatisfied, frustrated, swiping quickly to the next video. We, as users of a platform, want YouTube to responsibly vet content like this, so we don't have to watch it, right? But, and this is where I will always cut YouTube a lot of slack. Scale makes mistakes inevitably. >> But when you think about the numbers, 20 million videos uploaded every day, billions of videos already on the platform, even a 1% failure rate that a Google research paper can boast about of these AI detection systems still results in errors into the thousands, if not more.

And Kurzgesagt is just the tip of that accidental iceberg. However, the difference in this case, and something I'm sure you all want to talk about, direct YouTube contact. >> That's nice, but mentioning your contacts at YouTube made me think about all of these smaller channels that don't. They have a point, as does this creator. >> I find this very concerning because Kurzgesagt is a big enough and influential channel enough that they can find out and correct this, but not everyone can.

My channel's performance has been getting worse and worse and worse over the last few months, and we are really struggling. And I'm not sure if it's because of AI or because of cultural trends within AI. >> And this isn't a small channel talking. They have over 5 million subscribers. Look, I'm not here to criticize either Kurzgesagt for using the special contacts they have to fix a problem or YouTube for making an exception and helping out one of the biggest and best channels on the platform.

It is simply a reflection of the current YouTube times, and I'm sure you'll have your opinions that you're more than welcome to express in the comments below. On the one hand, we have the good. New detection systems are rooting out AI slop empires and shutting down all the channels associated with them. But on the other hand, we have the bad. Individual channels seemingly be mislabeled by other AI detection systems that are making mistakes.

And right in the middle, we have the ugly. So, what I'm going to have to do in this instance is take one of those flowers back from you, YouTube. Don't worry, you still got two of them. And instead serve you up with one of these I especially 3D printed for this video. As you can see, the eye was a little wonky. But if you are interested in this apparent shadow banning of AI slot channels, then you can watch my full story on how I got shadow banned to prove it's not luck.

It's over here. It's well worth a watch. I'll see you in there.