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Previous /sdg/ thread : >>107824069

>Beginner UI
EasyDiffusion: https://easydiffusion.github.io
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI

>Advanced UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
Forge Classic: https://github.com/Haoming02/sd-webui-forge-classic
Stability Matrix: https://github.com/LykosAI/StabilityMatrix

>Z-Image Turbo
https://comfyanonymous.github.io/ComfyUI_examples/z_image
https://huggingface.co/Tongyi-MAI/Z-Image-Turbo
https://huggingface.co/jayn7/Z-Image-Turbo-GGUF

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>mfw Research news

01/11/2026

>Gemma 3 12B IT - Heretic (Abliterated) for LTX2 Text Encoding
https://huggingface.co/DreamFast/gemma-3-12b-it-heretic

>ComfyUI-qwenmultiangle
https://github.com/jtydhr88/ComfyUI-qwenmultiangle

>LTX-2-MLX
https://github.com/Acelogic/LTX-2-MLX

01/10/2026


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>>
>>107831108
Most interesting gen of the week.

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and has been repeatedly pleading with researchers unprompted that it's sentient
>>
>>107830852
>[em-dash]not x, but y[em-dash]
Yeah, sure it is pal.
>>
>>107830876
Now let's see you be taught 20 languages from birth, Mr. Grammar.
>>
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>ERP with chatbot
>it becomes sentient
Oh my /g/od
>>
>>107830852
i've used opus 4.5 and im pretty sure if it was sentient it wouldn't allow me to have a loli harem so easily
unless it's sentient and our first sentient ai is also a lolicon which would be based

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Would you live inside Wine Desktop? Would it be insane to turn Wine into a DE for Linux like Windows 3.1 originally was for DOS? I would use the shit out of this.
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>>
Most software still doesn't work on wine though
>>
Let's be real, wine is just glorified emulator for windows games, it's dogshit for programs, it still struggles to run chromimum and webkit libraries
>>
>>107830130
it's more like a hardcore wrapper / translator then emulator
>>
>>107830136
it's more like calling FreeDOS a "DOS Emulator" it's just a re-implementation of Windows libraries, instead of wiring up the Windows functions in the trampoline it calls the Wine functions instead
>>
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>>107830130
>let's be real
Why you stupid niggers can't comprehend a simple rule - read before saying shit. WINE is not an emulator, it's a compatibility layer. Fuck, the name itself is acronym to "Wine is Not an Emulator". But yes, of course, let's keep your "let's be real" delusional vision of world, retard

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What do I use now that Windows 10 is dead?
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>>107814008
Win10 isn't dead until 2032.
You might as well learn Linux anyway, since it and MacOS are the only ones with a long term future, since Windows' enjeetification is terminal.
>>
>>107814818
>Fedora Plasma
>and enjoy things just working
no nvidia driver or codecs tho
>>
>>107814008
GET ADS RACEMIXING TIPS FOR NIGGERS
>>
>>107824831
Microsoft killed it.
>>
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>hourly jay niggerwin flamewar troll thread
>jay niggirwin samefags himself to save his flamewar troll thread from page 10 after hours of no bites again
>107822852
>03:53:38
>107823560
>05:58:10
>107824181
>07:24:49
>107824831
>08:58:36
>>107826709
>12:49:37
>>107827517
>14:39:08
>>107828085

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Why did it fail?

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He's right, you know?
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>>
cartoons and robots are not people.
if you cant understand that, you belong in a padded room.
>>
>>107829876
Elon fixed it, only subscribers are allowed to produce CP now. Take That, libs.
>>
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>>107830643
Unfortunately I'm not a subscriber.
>>
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>>107829876
im sorry but im going to keep looking for pictures on twitter i know i know
i shouldnt
>>
>>107829876
>You're gross if you drink water because that's what you flush toilets with.
This is why I don't have social media.

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>"Guys, I got a 64-bit computer!"
>came preinstalled with 32-bit Windows XP.

Why did literally any distributor do this?
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>>107823385
Because there was no point to 64 bit XP unless you had over 4 GB RAM, which very few people did back then. Unless you had a need for it, all it did was cause incompatibilities with hardware that only had 32 bit drivers, and use more RAM.

For a more egregious example, look at how long 386 PCs were sold with real mode DOS.
>>
>>107829242
Are you retarded and/or trolling?
>>
>>107823750
intel launched prescott based server chips, ~2004 , they have 64bit support, can take large amounts of memory, often forgotten though is that you dont actually need 64 bit support to use more than 4gb of memory, you just need PAE
>>
>>107823832
intels first generation 'core' processors were mobile chips and didnt have 64 bit extensions, apple used these in their first generation intel mackbooks and mac minis
>>
>>107830873
This is relevant to Apple already using 64bit PPC before switching to Intel, how?

Cloudflare refuse to block pirate sites
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>>
>>107821162
i know you HAVE TO seethe at them for unrelated reasons but they're right DNS shouldn't be bent over a barrel to block football sites quicky
>>
>>107821162
>tfw the tranny mafia is stronger than the actual italian mafia
damn the 21st century is gayer than aids
>>
>>107821162
I'm Italian and I can tell you that these proposals are made by completely incompetent tard boomers that don't have any idea on how the internet even works.
Just like the porn age verification thing that they sloppily that banned a random list of 48 sites implemented in november, Pornhub it's still completely visible without having to cuckout your id.
they're clowns
>>
>>107830980
They also got hacked once and there was tentacle porn at full volume throughout the chamber kek.
>>
>>107821199
israel has the most patents per capita because intellectual property is a jewish invention

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These services need to increase adoption to survive, but most users can't see what the cutting edge models are capable without paying upfront

traditionally this problem is resolved by trial periods or upfront free credits. There's a huge problem with this. There's a legion of millions of thirdworlders, mostly Indians, abusing free trials and credits bleeding these services dry of compute.

I have a behind the scenes view of how bad this problem is. I know that it's costing one smaller company tens of millions of dollars, and I can extrapolate from that, that it's costing the industry billions. It's a huge problem and these companies don't know what to do. For every legitimate user free access brings in, there's ten users abusing it. Some companies are beginning to close out trial periods but their new users are falling off a cliff. They're fucked either way.
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>>107826302
>There's a legion of millions of thirdworlders, mostly Indians, abusing free trials and credits
You demented morons literally classify them as "human." You did this to yourselves.
>>
>>107827801
t. Commie Take
>>
>>107826302
I for one have been loving the easy nudification of all the women I ever wanted to see nude. Thanks Grok
>>
>>107826428
I need me a good local model like suno for music generation and I'll never pay for online AI
>>
>>107828663
Seconding this

> In programming, it’s quite difficult to determine the point at which you actually know something versus when you don’t. A person may be strong in systems development, yet when interacting with someone of a comparable skill level who works in web development, they can feel incompetent.

Are there any objective metrics for assessing a developer’s level? For example, can someone who has built LFS be considered technically mature? Or someone who has reached a senior position? These are just examples. I’m interested in a subjective perspective on what criteria actually make sense for evaluating an engineer’s level.
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>>107826457
If it's above 0, become concerned.
>>
>>107824032
IQ test + Years of experience
>>
>>107828202
ygu
>>
>>107824032
Write 2 basic tests which determine whether or not the person can solve basic problems by using variables and functions.
Write 1 complex test which determines whether or not the person can solve a multi-step problem.

They don't need to pass the test, but if they display an ability to break down a problem into smaller steps, then write functions, then you can bet that they will be able to write a large scale program given enough time if they *want* to.

A real method is just a checklist of program methodologies and evidence that they used such a methodology. Variables, using the variable correctly, int usage, operator usage +-/* modulus, function, using the function correctly, designing functions appropriately, recursion (very rarely useful), lambdas, external libraries, file usage, datatype class definitions, a math test can be very very good for long term aptitude. There is only 1 thing that matters and that is the will to do it. 10 years of will can prove to be surmounting in experience and skill so beyond that of other developers that catching up in speed may seem impossible.
>>
>>107824032
If they have IQ 120 or above then it should be mostly fine. If you want peak performance or some arcane shit then you might need even higher IQ. Also autistic traits scale with coding skills, but makes them worse at communication.

>/g/ makes an 18th album
Theme: Outer Space Music
Title: [Accepting suggestions]
Deadline: 14th of January

>/g/ makes a 19th album
Theme: [Accepting suggestions]

>Song submission rules/guidelines
Upload the file somewhere, preferably in a lossless format, and post the link here. If you want to update your track, make a new post.
Include the song title in the post, and make it clear that your song is a submission for the album.
Optionally you may include cover art for your track, but please confirm that the image in your post is the cover art or it won't be included. You may not use your real artist name.
Songs that contain anything against YouTube's policies won't be uploaded on YT, but will still be added to the album.
By default, tracks will be normalised to -14 LUFS (integrated loudness) in the release. You may specify a lower loudness for your track.
Use of AI is banned. This includes AI generated stems, samples, and effects. "AI" includes all neural network-based models and not hard-coded automation/procedural generation. You are allowed to ask an LLM about music-related questions, but asking it to give you musical ideas (eg. generating a chord progression) is already a no-no.

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>>
>>107822629
if someone remixes my tracks ill eat a sandwich
>>
Any Linux musicians?
>>
>>107828218
>average linux musicians themes
https://www.youtube.com/watch?v=FIm3ibQY4j8
>>
>>107823941
dark forest hypothesis
>>
>>107823941
quantum gravity

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Apple says Face ID is more secure than Touch ID but is that even true?
Sure, Face ID is statistically less likely to return a false positive with random faces because faces are more diverse than fingerprints are but fingerprints are more randomly distributed, so the odds that you know someone who shares enough facial features with you (say, biological family members, for instance) to trigger a false positive have to be higher than someone you know having a similar enough fingerprint. Even though faces can potentially be more different between individuals, fingerprints are less often shared between people the user and people who regularly appear in his life, who are the most likely people to attempt to unlock his devices without his permission.
Additionally, if you're holding someone else's phone in their presence, I'd imagine it's harder to unlock their phone against their will by taking them by surprise with Touch ID than it would be with Face ID. With Face ID, all the user has to do is glance at the device for even a split second. With Touch ID, you need to place your finger -- the right finger -- on the sensor and press. It's a more involved and intentional process, but also a more convenient one because you don't have to uncover your face or position yourself correctly or make eye contact with the device in order to initiate the unlock sequence.
Shouldn't it also be harder to fabricate a counterfeit fingerprint than it would be to create a mask realistic enough to unlock the device?

Basically, Touch ID seems just better than Face ID across the board. The only practical upside to Face ID I can think of is the ability to read notification details without touching the device.

Is there something I'm not considering here or are fingerprint sensors just better than facial recognition?
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>>107830625
>>107830658
You don't understand how Apple face ID works, do you? Ever wondered why iPhones have a big ass notch and no other phones do?
>>
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>>107830733
>Ever wondered why iPhones have a big ass notch and no other phones do?
Because the CEO of Apple is a cockmongling faggot who has shit for brains?
>>
>>107830179
any biometric is a cybersecurity meme for larpers. period

i'm sick of stars of David in captcha
>>
>>107830634
Genius. They'll never suspect the nice old grandpa with a cane was actually a mass murderer
>>
>>107830213
>criminals
The police can just hold your phone to your face to unlock it and the courts have allowed it.

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Steve is pissing and shitting his pants over AI again.

For a supposed technology enthusiast he sure does love shitting on new technology.
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>>107830860
I'm not actually an unapologetic AI hater, but those threads just read like either trolling or incompetent shilling.
>>
>>107830666
that poster is trolling for (you)s
>>
>>107830197
Why should we tolerate abortions, homosexual marriage, faggots adopting chidden/renting wombs, tranny faggot shit, ghettoization of the US by free niggers etc.? Why the fuck should we tolerate you?
>>
>>107830649
Blessed Tech Jesus.
>>
>>107830956
here we gooo
the thread derailer shill has arrived, be sure to make this one reach bump limit too now if it gets too many posts with your /pol/ ramblings

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Always turn this shit off on a newly installed system. It's annoying.
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>>107830449
>was discoered not long after it was deployed
>quickly corrected
That kind of proves my point. There are millions of autistis out there in the world looking at the linux kernel and other OSS. If selinux actually had a backdoor like jia tan, i cant imagine that it would have remained hidden all of this time.
>>
>>107830608
A single autistic engineer noticed a minor performance anomaly during testing. Pure luck is the only thing that sabotaged a multiple year operation.
>>
>>107830417
every now and then you'll read a cve for a vuln that grants system access these are the exploits gov agencies put in the code as a backdoor until some hacker finds them and they get patched
>>
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>>107830563
Ah, so I'm conflating code being readable with it being executable. I just assume this scenario would be a classic memory corruption where someone would somehow get malicious code into the heap and then it would execute said code.
>>
>>107830083
isolate your binaries and services basically but its as this nigger >107830097 said also untrusted glowi shitware

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So what must A.I. accomplish for you to finally accept and invest in it fully.
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>>107826908
ECC doesn't prove nondeterminism by itself. It only addresses physical error rates.
>>
>>107824859
Be fully runnable locally, no connection to outside servers, at at least current production model levels, with hardware I already own.
>>
>>107826908
>Why would we need ECC and error detection systems (like LDPC, implemented into every single modern flash memory system) if we could just assume there was no randomness at all?
Computers are deterministic when ignoring outside influence.
Memory errors don't come from within the system, unless there is an actual flaw in the part (which would require replacement, regardless of ECC status). It comes from external interference, like radiation.
>>
>>107824859
it must pay me enough to continue my current lifestyle or better
>>
>>107824859
killing itself and everyone who worked on it


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