It's been cracked down on, but I remember a year or so ago the actual thumbnail was a nude woman here and there. I'm guessing they implemented AI to reject things now.

Hunh. I found the "report this ad" link. But when I clicked it, it indicated the organization sponsoring the ad was some other company, not the one that was originally listed. Doesn't really make me think they know what's going on.

I'm getting AI girlfriend ads. It's not nude, but certainly sexual.

I get a lot of nip-slip, camel toe and provocative poses. This has been going on for a while now. I never log into the site and I have never search for this on YT. It's mostly in the YT shorts but uBlock rules to nuke the shorts keep breaking, I assume on purpose. Far worse are the AI slop videos. If I click on AI slop by mistake then I have to close the browser, run bleachbit and start over again or all I get is AI slop.

I only watch a handful of channels on YT. If they also uploaded to Rumble then I could finally block YT in uBlock once and for all. I say this knowing that once Rumble is half as popular all the sensual and AI crap will end up there too.

I've had nude images come through Facebook ads. Nothing surprises me. It's everywhere these days. Even if you use DNS filtering, stuff can slip through.

From my experience working at an online community company, what you’re seeing is actually pretty normal. These days almost all image (and video) moderation goes through at least one round of automated review, often more.

The results then get routed into different buckets:

- Low‑risk content goes straight online, but that doesn’t mean it’s completely “free”; its reach is still constrained by ranking and recommendation logic.

Slightly higher‑risk content will go through another round of automated checks, and sometimes human review. Human moderation volume is very limited though, because it’s far more expensive than machines.

- Some known, pre‑flagged content in existing databases gets blocked outright. Items that need a second human or machine pass are also rolled into the training data for large models.

- Each platform has its own timelines and policies for this kind of post‑processing, but in terms of completeness and strictness, Chinese platforms are actually among the most rigorous.

This doesn’t surprise me too much. Ad preview pipelines are often very different from core content moderation systems.

Especially for thumbnails, there’s usually a mix of heuristics, delayed review, and tolerance for false negatives to avoid blocking legitimate ads. The edge cases tend to leak through first.