“AI” CSAM detection is over a decade old, and apparently very accurate.
It’s oldschool machine learning. Image hosts had no choice but to develop them.
And legal authorities gave them access to datasets to make the detection models.
I think Lemmy uses it. And it’s indeed implemented on “modern” AI sites like CivitAI, and very effective. If it’s ineffective somewhere (like Grok?) that means the owners are total idiots and should be sued.
Yeah they did. Microsoft has tried underwater datacenters too.
And theres tons of alternative cooling techniques. The only reason evaporators are being used is because they are the absolute quickest and cheapest to set up, en masse. They don’t care about efficiency, leadership is just feeling FOMO and wants the datacenters up yesterday.
In the investor presentations, its mostly:
Increased solar flux.
Outside any jurisdiction.
That’s technically true.
And I assume they’d either be in geosync orbit, networked to each other in LEO like Starlink, or maybe just “training nodes” that don’t need constant ground comms.
…Of course, what they leave out is the infeasibility.
But why not some remote desert?
Or the open ocean, floating on the water? That’s literally outside any jurisdiction, and mostly outside the peasants’ reach.
I mean, space construction companies are happy to try it.
If Bezos keeps giving them money, who are they to say no? It may not even all be a waste in the long run, as it could be a “testing ground” for future scientific missions.
A funny anecdote from outside gaming land:
Sony mirrorless cameras, even MEGA expensive ones, have this quirk where they can’t film 30P HEVC video.
The A6700 for instance, can record 24, 30, 60 h.264, but only 24 or 60 h.265. The A7C II is particularly handicapped, with only 24 h.265.
The $7000 A1 flagship is the same. It doesn’t make any sense; all their hardware supports it.
Why?
Well, people kept asking Sony, and someone finally got a response:
Hello, Sony’s commitment to customer satisfaction is our top priority. The reason for that is that we determined the current product specifications from our analyses of target users and available technologies. For XAVC HS, we envision users enjoying HLG movies by connecting the camera to an HDR (HLG) compatible BRAVIA TV over HDMI, and 60p is what we view as the default setting for playback with it. To record movies in higher quality in 4K/30p, we would recommend selecting XAVC S and XAVC S-I, 10-bit 4:2:2 sampling, either Long GoP and All-I codec. Could you tell us how creators such as yourself want to use HEVC at 30p so we can provide feedback to our design team?
I found that oddly enlightening.
“Well, it’s not optimal for a BRAVIA TV over HDMI, so why would users want this? Why is it worth it for us to waste half a kilobyte for this option in the UI?” Sony cannot fathom anything outside that.
It makes that whole list in OP’s post make total sense. It’s not even cynicism on their part; with that mindset, what would they need a disk player for? What value is Bluepoint is a business review?
They literally cannot understand why PlayStation users would want any of those things. It’s outside the domain.
They’d still have the issue if non consensual “filming” though, unless it was a camera free hud.
I don’t know if “taped glasses nerd” was such a negative term in old movies.
And I correlate the Meta glasses more with a “tech creep” and manosphere Musk worship culture.
Like, I’m an introverted nerd. I could be “taped glasses guy” if I wore glasses; hell, my sunglasses are glued. But even if I was a full throated Tech Bro trying to idolize Zuck, I’m way too introverted to wear these out in public because you’d be filming people; thats mortifying to me.
It needs a different kind of personality, I think.
Yeah, in hindsight I should have gotten a giant SATA.
Same.
It was actually FOMO when it felt like we were in a memory IC price trough. I got a 2TB SATA drive too.
Vibecoded self promo is a growing, specific spam problem though.
And a appreciable fraction of Lemmy/Piefed is “anti AI absolutist.”
I think that’s pretty unique.
Be sure to try the ik_llama.cpp fork. Basically, it specializes in MoE CPU offloading on Nvidia cards, and more efficient quantization types than mainline llama.cpp:
https://github.com/ikawrakow/ik_llama.cpp/
And see this repo for specific 3090 configs: https://github.com/noonghunna/club-3090
Honestly I should just write up my setup in this community too.
Because, with a cursory glance, it doesn’t always look like spam.
A classic example I see starts with “I built a…” in the title, has a wall of text in the description, and actually promises to do something interesting. Only upon deeply inspecting the code (or trying it yourself)… it becomes clear it’s hallucinated nonsense.
And it’s not always malicious, either. A lot of devs get deep in AI psychosis and truly believe they’ve building something revolutionary with their vibe coding agent.
And sometimes these projects are interesting!
Hence it would be EXTREMELY helpful to have this tagged, up front. To me, an [AIP] is gigantic red flag to warrant extra caution, but not necessarily a smoking gun, and would help “regular” homebuilt projects stand out from the vibecoded ones.
And [AIT] is just nice to have. Some users don’t want to see any AI in /c/selfhosted, period. Hence AI discussion posts get reported as spam because people interpret it as spam, and this would clarify that nebulous distinction, while giving those users a way to easily filter AI posts out.
Normally I’d agree, but the tagging rule won’t affect the majority of posts. I think it’s an acceptable complication, in this case.
Especially with how much vibecoded spam is in the horizon.
Vibecoded spam is deliberately engineered to look “high effort,” so even with the vagueness of such a rule, it wouldn’t cover the spam so well.
Failure to provide a disclosure after using the tag would mean removing the post. It could be locked, but I would have to assume the majority of the spam-type postings that happened to make it past the rule 7 criteria are the ones who will not provide the requested disclosure. I think it makes for a good filter this way, but please comment if you think otherwise.
Sounds reasonable to me!
I think the major choice is for y’all (the mod team), as enforcing a tagging system is going to increase the moderation workload. Though I guess it would cut back on AI reports, like you said.
I have no recommendations for an existing bot.
…You could use an embeddings model for a little extra automation though.
This is a pre-LLM thing, but basically you could feed a script new untagged posts, use a embeddings model to compare the text of their bodies to a keyword (“AI”?), and spit out a number as a rough “similarity” metric. If it’s above a certain threshold (eg if the post seems AI related), send a message to the moderation team to check it, or maybe even post a rules reminder in the comments.
And FYI, embeddings models are tiny, so it doesn’t need special resources to run or anything.
I guess that’s why they literally need to censor the topic from the model UI?
The knowledge is in the open weights, though, at least for older GLM releases.
They 100% do. They’re probably serving “naive” FP8 via VLLM, which is worse than you’d think, especially if they flip on the awful FP8 KV cache.
In a local quant, you can stop quantized models from falling apart at higher CTX by leaving the attention heads at a higher quantization. As an example, with MiMo 2.5, I have all the MoE MLP layers at IQ3_KT, the dense experts at Q6K, but all the attention layers at Q8_0.
For Qwen 27B, I’m still experimenting, but leaning towards IQ4_KT for the MLPs, Q6K for attention, and Q8_0 for the small, very sensitive KV heads. Or a similar scheme as an exl3 quant.
That being said, sometimes even unquantized models fall apart in certain long context scenarios because the max advertised context is a lie. You just have to test them and see, but Qwen has certainly done this in the past.
As always, the game plan seems to be “disrupt, own the market, enshittify”.
But with a slimy veneer of SEO/engagement spamming as the primary business strategy.
This is a quality shitpost.
Not sure it even belongs in this sub; it’s too accurate.