This is why I use the word 'proliferation,' in the nuclear sense. Though contamination may be more apt... Since the days of SD1, these illegal capabilities have become more and more prevalent in the local image model space. The advent of model merging, mixing, and retraining/finetunes, have caused a significant increase in the proportion of model releases that have been contaminated.
What you're saying is ultimately true, but it was more true in the early days. Animated, drawn, and CGI content has always been a problem, but photorealistic capability was very limited and rare, often coming from homebrewed proprietary finetunes published on shady forums. Since then, they've become much more prolific. It's estimated that roughly between a fourth and a third of photorealistic SDXL-based NSFW models released on civit.ai during 2025 have some degree of capability. (Speaking purely in a boolean metric.... I don't think anyone has done a study on the perceptual quality of these capability for obvious reasons.)
Just as LLM benchmark test answers have contaminated open source models, illegal capabilities gained from illegal datasets have also contaminated image models; to the point where there are plenty of well-intentioned authors unknowingly contributing to the problem. There are some who go out of their way to poison models (usually with false association training on specific keywords) but few bother, or even known, to do so.
Well another factor is providence: they don't keep around exactly where they got their data from (for several reasons, plausible deniability likely among them). Sometimes on a set level, but almost never on an individual sample. "We found csam somewhere on maybe reddit or imgur or pinterest" is a functionally worthless report
Unlikely IMO. Maybe some... But if they scraped social media sites like blogs, Facebook, or Twitter, or their own CDNs, they would end up with dumptrucks full. Ask any one who has to deal with UGC: it pollutes every corner of the net and it's damn near everywhere. The proliferation of local models capable of generating photorealistic materials has only made the situation worse. It was rare to uncover actionable cases before, but the signal to noise ratio is garbage now and it's overwhelming most agencies (who were already underwater previously)
You're probably thinking of things like in-app metadata like message timestamps or internal signal protocol stuff or something... But that's not what I'm referring to.
For example, Signal and whatsapp can leak device and app activity (which can be surprisingly serious given most mobile AFU vulnerabilities)
To further explain what i mean: the Katzenpost network is being developed with post-quantum encryption and puts strong emphasis on metadata security... The latter is a significantly more challenging problem than just sending encrypted packets.
This comes free with the masculinity package you ordered. Welcome, and enjoy!
Only 2/3rds joking... Some people have a really hard time being direct. Sometimes it's because they don't know or feel confused, but that's more rare than you'd think. Gotta just take the hints. Step back, get some distance, take a breather. If she doesn't approach you later then that's that. If she approaches you and wants to be friends, then you can decide if that's what you want (but if yes: make damn sure you aren't going into it expecting more, otherwise you should just let it go)
It's okay to make a bold move and shoot your shot, but you gotta back up after that; give them space and control. For example, if she doesn't truly want to be friends and is just saying that because you're present and can't tell you to go away (for whatever reason), then it'll be bad for both of you if you try to make it really work.
I'd recommend Kagi if you don't mind paying. They have optional AI features, but they also have anti-AI features... Not sure how this community feels about Kagi but It works great and also let's you customize results and widgets, so you can disable ai summaries and image result boxes for example, and pin/raise/lower/block domains, or have custom 'lenses' that narrow search criteria: particularly useful for technical / reference searching
Christmas isn't a Christian holiday, it's a capitalist one.