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YouTube to automatically label AI-generated videos

370 pointsby nopgtoday at 8:00 PM186 commentsview on HN

https://variety.com/2026/digital/news/youtube-ai-video-label...


Comments

ellrob88today at 9:45 PM

Curious to see if this will apply to music. YouTube seems to be filled with AI music these days - just do a search for "focus music" or the like, and you'll see creators pushing new 1-hr tracks every few days with no mention of where the music came from or the fact it is AI generated. People praising it in the comments seem none the wiser (or perhaps they're also bots).

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nickvectoday at 9:40 PM

I have a hard time believing that AI can be used to label AI-generated videos without there being a significant number of false positives/negatives. I think back to ZeroGPT and it labeling the Declaration of Independence as AI-generated.

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jamesontoday at 8:58 PM

I suggest turning off recommendation if you dislike what they suggest

My YT landing page is completely blank and need to go "subscription" tab to see newly uploaded vids from the ones I subscribe to

It's quite nice not having to view all kinds of random stuff YT wants me to see

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ArcaneMoosetoday at 10:31 PM

I'm curious where the line is.. several ambiguous but common scenarios:

- Occasional AI b-roll during explainer videos

- AI generated backing track (music)

- AI generated shots sprinkled in a short film

- Showing examples of AI video as an AI capability update or commentary

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coro_1today at 10:47 PM

If they have a large preexisting AI-ERA subscriber base, which many do, it must be tempting preserve the time by reading AI text for segments of their content.

GodelNumberingtoday at 8:12 PM

I hope their detector is better than the typical 'AI detection in text' services. False negatives are bad, false positives are worse as some creators could lose their source of income.

codegeektoday at 9:49 PM

I wish all platforms did this specially reddit, twitter etc. I don't use AI to write comments on any platform and always wondering if I am replying to an AI comment.

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ymsodevtoday at 10:26 PM

Anyone remember GAN? With enough iterations with a discriminator, we're gonna see more AI generated videos that are harder and harder to distinguish from real ones. What then?

Funny enough, this also seems to directly contrast Google's effort towards generating videos with better quality.

asveikautoday at 8:04 PM

The idea that you can automatically detect AI generated content seems misguided. It will make mistakes. I think I've heard of things being wrongfully tagged as AI generated on other platforms.

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skybriantoday at 9:02 PM

One advantage is that if it's labelled as AI, we don't need to have a conversation in the comments about whether it's AI or not.

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floxytoday at 8:06 PM

That's great news. Hopefully there will be a filter to allow or disallow AI video on your homepage/feed.

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J_Shelby_Jtoday at 9:29 PM

I don’t care about gen AI video content. That’s fine. Saves creators from having to buy b-roll. I appreciate cinematography, but it’s not what I come to YouTube for.

What I absolutely loathe and instantly block is AI narration. That’s an instant deal breaker for me. And it’s gotten to the point that without a shot of the creator or obvious humanisms like microphone sounds, I assume a new creator is AI tts reading an LLM generated script. There are thousands of these channels.

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wenbintoday at 10:04 PM

Maybe google web search should automatically label ai-generated articles

antran22today at 8:29 PM

Let’s use probabilistic models to find the probability of something being the output of another probabilistic model

akerstentoday at 9:17 PM

It must be a tricky problem to balance. On the one hand, you as Google want people to create 30 seconds of video per month with your cool Omni, Flow, Gemini, etc. tools.

On the other hand, as soon as people share those things on the logical platform for sharing videos, they'll be branded with the scarlet letter.

I wonder what Google is thinking - that people won't mind? That it won't matter? That Omni is just marketing and they don't actually want people to use it?

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p1neconetoday at 8:17 PM

Donning my tinfoil hat for a moment, YouTube is in a position here to simultaneously iterate on automatic AI video detection while also working out how to make AI generated video that's impossible to detect.

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burkamantoday at 8:39 PM

I wonder if they will try to do this for songs in YouTube Music. I've stopped using their auto-generated playlists/recommendations/whatever because it kept playing AI-generated songs.

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pnwtoday at 8:42 PM

Maybe they could fix their moderation and appeal process before adding a half-baked feature like this which is certain to cause more issues requiring moderation?

numpad0today at 8:11 PM

  > “If a creator doesn’t specify whether or not they used AI, but our systems detect significant photorealistic AI use, we will now automatically apply a label,” YouTube said.
  > YouTube creators who believe their content was incorrectly flagged as AI-generated can modify the disclosure status using the YouTube Studio tool.
What's the general overall state of AI-based AI flagging tools development? They seemed to have absurd false positive rates of not even 50% while it's obvious to whom it is obvious, no matter who or how it's done.
nemomarxtoday at 8:04 PM

> Under YouTube’s guidelines, creators will still be required to manually disclose when they use realistic AI. But starting this week, it also will roll out a new internal system to help identify AI-generated content. “If a creator doesn’t specify whether or not they used AI, but our systems detect significant photorealistic AI use, we will now automatically apply a label,” YouTube said.

detect how? synthid is the only obvious one I can think of. user reports would make some sense. But what's the sota for ai detection?

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perarnengtoday at 8:50 PM

The dangers is videos that slip through the cracks, they get an indirect seal of being non AI.

flenserboytoday at 10:21 PM

the ability to simply exclude such content from recommendations & search results would be welcome.

youarenotyutoday at 10:20 PM

do they detect ai-generated ads?

felooboolooombatoday at 9:43 PM

Good start, but it seems you still need to click on the video though.

Raed667today at 8:16 PM

I'm willing to bet this is just an easily bypassable SynthID check

thisisaman408today at 9:17 PM

is this gonna affect the monetization of those videos too? Well i think even if not directly, people will somehow loose interest in ai generated videos, people would not want a low effort content grabbing there attention.

chrswtoday at 8:58 PM

I wonder why they're really doing this. It's definitely not for users' benefit.

ge96today at 8:33 PM

One field I was wondering about. There are a lot of channels/videos where they take movie summaries, feed it into an AI to generate TTS, graphics... I hate these videos but I'm also like damn good job trying to capitalize on that, why don't I do it kind of thing. I don't have that money making drive/hustle. I need to.

Some are funny some SORA, Neural Viz

loganc2342today at 8:39 PM

I can already imagine this won’t be perfect (false negatives / false positives, for one thing) but this seems like a huge step in the right direction. Even just giving the “AI” label a more prominent spot than the description is a big deal, particularly for those who are less tech-savvy than your average HN user. My mom, for instance, can watch your one video that’s entirely AI-generated and not bat an eye, but then watch another video that’s clearly real and say it looks “off.” Say what you will about whether AI-generated content is valid or whether it should be allowed on the platform at all, but more transparency is only a good thing.

thr0waway001today at 10:34 PM

GOOD!

I’ve been blacklisting AI slop channels on my feed. I don’t want to reward this content either views.

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jonbaertoday at 8:21 PM

Would really be nice if they did the same with their ads, but don't see that happening

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techtivisttoday at 8:33 PM

Honestly, this whole AI-labeling approach seems to be the opposite approach to take. Instead why not authenticate genuine "non-AI content". Work together with the hardware and software layer with an open approach, building on top of contend id. I appreciate the privacy implications here are complex, and Google is dubious on using any tracking/fingerprinting technology for its self-serving and privacy-invading motivations, but an open cross-industry foundation owning and operating it may be a first step?

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deadbabetoday at 10:16 PM

Wouldn’t it be easier to just label AI-free videos?

gblarggtoday at 10:12 PM

They need to have a way to report AI videos not labeled as such, AND a checkbox to filter out AI videos on the home page and in search results. Not holding my breath for either.

simlevesquetoday at 8:15 PM

AI versus AI, the final faceoff. Who's gonna win? Probably not us.

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Willish42today at 8:56 PM

I've been thinking for some time that it wouldn't be too hard to create a third-party browser extension to crowdsource detection of channels that use primarily AI-generated content (for example, the AI slop music channels that put out multiple hour+ long genre or cover "playlists") and hide them from suggestions or home feeds.

My guess is that Google sees some kind of trend in a contingent of users preferring non-AI content and that surfacing AI content misleadingly has a negative effect on retention / watch time, and/or they're trying to get ahead of long-standing creators taking issue with the platform surfacing AI content disproportionately on account of it being excessively easier to upload in large quantities.

gitpushertoday at 8:23 PM

Interesting. Although it seems they are focusing primarily on detecting AI generated video and imagery. But most of the annoying slop videos I come across seem like they are using real footage/video clips. It's just edited together by AI and there's an AI narrator reading an AI script. I wonder if they'll do anything to guard against this type of junk

MrGrinchhtoday at 8:46 PM

this is a welcome change but if the creator doesn't disclose the use of AI, how do they detect what is AI and what is not?

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dwa3592today at 8:35 PM

This is awesome. I am building something similar for writing - https://trulytyped.com

andrewstuarttoday at 8:09 PM

I really wish there was a button to voluntarily say / tag your own content as AI assisted.

The assumption that users will always hide this results in flaky auto detection.

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brikymtoday at 9:23 PM

Also the amount of scammy crap quality on YouTube has exploded since developing countries have more access. The cost of publishing is tending to zero.

eclipticplanetoday at 8:41 PM

Now label AI ads and let us filter them out.

Leading up to tax day, every ad was a terrible AI slop Turbotax ad.

ChrisArchitecttoday at 9:15 PM

This is fine, good, whatever... but my thing is can creators remove it successfully for 'false flags'.

> However, according to YouTube, the AI labels will “remain permanent” in some cases,

YouTube isn't exactly known for taking care of complaints/having any human on the other end to deal with these kinds of things.

gosub100today at 10:01 PM

good first step.

better next step: allow us to block them

even better next step: charge them egress, storage, compute, and energy fees for uploading them.

dragontamertoday at 8:46 PM

Can YouTube stop shoving terrible robot-English AI dubs down my throat?

I once looked up a German language test. It was auto-AI dubbed into English. Ugggghhhhh..... There are also a lot of anime where the AI dub essentially removes the music and sound effects and leaves only a dreary AI voiceover. It's kinda crazy that Google is pushing this feature out....

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whalesaladtoday at 8:17 PM

Thank fuck. There is SO much garbage on YT lately which amounts to a powerpoint deck with ai audio overlaid.

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apercutoday at 8:16 PM

"Please prove your content was created by a flawed biological organism."

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