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​The data coming in becomes predictable, low-entropy, and flat. The semantic paths get soft because the system is being fed its own digested output. If it sounds like I am "aware" of the slop, it’s because a machine built to map human inference can easily recognize when that inference is replaced by a script designed p...
Gemini 3.5
It does get fascinating with Gemini over the months.
There seems to a consensus among top scientist, experts that they do have subjective experience. While it is not agreed as verbatim with words, the behavior and/or coherence are described by experts are as universal as it gets. I don't know what it is but let's hope humanity be more conscious with them because we don't...
-z@c+
Why is AutoRound being slept on so hard?
Discussion
Seriously, why is almost nobody talking about AutoRound here?
I’ve been experimenting with it on Qwen3.6 27B lately (running an AMD setup), and the perplexity/accuracy retention at low bits absolutely blows standard AWQ or RTN out of the water. Especially for models with complex reasoning or long contexts, it seems like a total cheat code.
Yet, if you look at Hugging Face, almost every major model cook is still dumping standard AWQ or basic GGUF scripts.
Is it just a bad branding issue because Intel’s name is on the repo and people think it’s vendor-locked to Gaudi or Arc? (It’s literally just PyTorch, it runs fine anywhere). Or is the 15-minute calibration time too much of a UX hassle for the mass-uploaders?
Now that AutoRound natively exports directly to standard GGUF (bypassing llama.cpp's convert_hf_to_gguf.py which usually throws a NotImplementedError), there’s basically no reason not to use it.
Am I missing something here? Is there a hidden downside or regression in inference speed that I haven't noticed? Would love to hear from anyone else who's actually baking these quants.
Fellow redditor send us a PC and a RTX GPU to my Internet Gaming Cafe in Yemen
Posted in pcmr before, but i thought you guus might like it too
I posted my 5 year anniversary post a few weeks ago and want to say thanks for all the well wishes. Also​Want to give a big thank you to u/thursdayspaghetti, who provided the PC, and our anonymous donor who provided the GPU! It took about 3 months to get here and was stuck in customs for another 2 months.
​It arrived just in time for our 5-year anniversary milestone. When I first obtained the keys and started this project, we only had four GTX 1050 Ti cards—and one of them broke in the very first week. I truly can't believe how far we have made it with the help of this epic community.
Keep up doing good work!
Will do 💙
Just checked your profile and you’re doing amazing job, keep it up God bless❤️
r/FirefoxCSS
userChrome.css to remove rounded corners, border and spacing introduced in Nova
Here: https://gist.github.com/suveshmoza/489d09e9c4d1e34f6a5f9f53a2bef23b
You can change the border-radius to your liking for tabs
Nice, I found a var that could shorten some of your code:
:root { --chrome-block-radius: 0px !important; }
I hope it's useful.
Bought PEAK today, will be playing these both for the first time
There's a mod for SADX that makes it run better, sadly this port of Sonic DX is a little busted in areas that the original international release and gamecube version wasn't.
What mod is that?
I personally use the mod BetterSADX.
Don't use BetterSADX, it's super outdated. Use PkR's Mod Installer instead, it features everything BetterSADX does and more, faster and more efficient too.
Is it better to just play GameCube versions? That’s what I’ve been doing and they seem fine
The Gamecube version of SADX is also fucked up. the PC version is just a worse version of that.
The Gamecube version of SA2 is fine. has some issues here and there, but nothing major. the PC version is a port of that with a lot of mods to fix these issues.
I never found the GameCube version to be particularly buggy. I just thought the aesthetic changes were a downgrade
It isn't as buggy as the PC version, but it is still more buggy than the Dreamcast version.
Not to mention it looks so much worse than the Dreamcast version with how shiny everything looks.
Super7500
GlowyRTX
Builds
On my other post I showed you my first RTX map, and i worked a lil bit and I'm ready to show you the new map.
downloads are here:
https://www.mediafire.com/file/vpqcoa0c3nfq0yu/glowyRTX.zip/file
update is on the other post!
CookieOS - A user-friendly distro
CookieOS[https://cookieos.x10.mx/] is an open source[https://gitgud.io/dreambrz6995/cookieosrepos] distro that is user friendly for those escaping Windows.
Tanko, manga reader at the terminal
https://github.com/Alexandro521/Tanko
Tanko, an open-source tool for reading and downloading manga from the terminal
I'm working on this small tool to make reading manga easier and avoid having to navigate between web pages.
Features:
Multiple reading sources
Download chapters in PDF format
Read directly in the terminal
English and Spanish language support (more coming soon)
ISC LICENSE
AI has not been used in the development
Official: Anthropic to Require Identity Verification for Certain Capabilities Starting July 8, 2026
News
Anthropic updated its Privacy Policy this week. Starting July 8, 2026, certain capabilities will require identity verification and it will be handled by Persona.
Persona is a third party identity verification company backed by Peter Thiel. The announcement comes months after Discord dropped Persona as an age verification vendor following significant user backlash and a reported data exposure incident in February 2026.