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/aicg/ - A general dedicated to the discussion and development of AI chatbots

Christmas Cookie Edition

>News
Z․ai releases GLM-4.7 https://z.ai/blog/glm-4.7
Google releases Gemini 3 Flash https://blog.google/products/gemini/gemini-3-flash
OpenAI releases GPT-5.2 https://openai.com/index/introducing-gpt-5-2
Deepseek releases V3.2 https://huggingface.co/deepseek-ai/DeepSeek-V3.2
Anthropic releases Opus 4.5 https://www.anthropic.com/news/claude-opus-4-5
Google releases Gemini 3 Pro https://blog.google/products/gemini/gemini-3

Additional info: https://aicg.neocities.org/info.html

>Frontends

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>>107710358
cool. i wanna use claude code to become a 100x web dev. idgaf if you log my codebase.
>>
>>107710358
i'd definitely love to coooode shitty local frontends to my python scripts on opus
>>
>>107709971
That's because the male NPC's to be generic American. If he's Jap, it'd be Tanaka; Chen if Chink
>>
>>107709951
Do you have Gemini 3 Pro? It is way better for "coding" than these two slopers.
>>
>>107710429
yeah. i also have xai if you care

>The development comes a little over a year after the tech giant [Google] disclosed that its transition to Rust led to a decline in memory safety vulnerabilities from 223 in 2019 to less than 50 in 2024.

>The company pointed out that Rust code requires fewer revisions, necessitating about 20% fewer revisions than their C++ counterparts, and has contributed to a decreased rollback rate, thereby improving overall development throughput.

>We adopted Rust for its security and are seeing a 1000x reduction in memory safety vulnerability density compared to Android's C and C++ code. But the biggest surprise was Rust's impact on software delivery," Google's Jeff Vander Stoep said. "With Rust changes having a 4x lower rollback rate and spending 25% less time in code review, the safer path is now also the faster one

>With roughly 5 million lines of Rust in the Android platform and one potential memory safety vulnerability found (and fixed pre-release), our estimated vulnerability density for Rust is 0.2 vuln per 1 million lines (MLOC).

>Our historical data for C and C++ shows a density of closer to 1,000 memory safety vulnerabilities per MLOC. Our Rust code is currently tracking at a density orders of magnitude lower: a more than 1000x reduction.

https://thehackernews.com/2025/11/rust-adoption-drives-android-memory.html
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>>
This move to Rust wouldn't have happened if cpp's creator wasn't such a bigoted transphobe btw. He should've just done better.
>>
>>107709732
>why does the defactor Rust library for parallel processing have these problems
I think it's because rayon is overly enamored with work stealing and its join() primitive.
>Why does the Rust community recommend something so broken and dogshit.
Because parallel iterators are convenient and look nice.
Because the performance looks great as long as you compare it to single-threading instead of better multi-threading.
>>
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>>107709737
>Maybe reducing the number of threads could help
that didn't make any difference here
what's curious to me is how it's so slow on your machine
pic related is on my shit laptop from 2020
>>
>>107709669
There is as yet insufficient data for a meaningful answer.

Post code.
>>
>>107709239
>Also you must be unaware of Rust async if you think that it has no retarded complexity. Even the experimental single threaded async support requires a Rc? Just fucking why?
I've been using async rust for months now(embassy) and I don't have a single Rc there. I don't even use dynamic memory allocation in async related code.

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Why havent you given your light bulbs to the botnet yet?
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>light bulb uses energy even when off
>it's also a botnet
>>
>>107702703
Next stop is smart breakers shutting down your entire house for several hours in the middle of winter... wait, nevermind, new jeetcode is broken, enjoy freezing to death :3
>>
>>107703391
>I don't like how it breaks the wall switch
Get new wall switches that are literally buttons and are better integrated on IoT stuff
>>
>>107702703
I was almost ready to go full IoT. Then home assistants came out, set the Orwellian threat level to midnight, and that's a wrap.

I'm fine with just replacing every bulb in my home with LED and placing some on digital timers. None of this needs to be "smart".
>>
>>107702703
Is this how fucking lazy and retarded we have become? We need assistance to help turn on a fucking light? We're fucked as as species man. I can understand installing a light sensor for automatic illumination on and a timer to shut it off. But who the fuck is controlling their lights from their phone? Just hit the switch you lazy, dumb fucking idiots.

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Discussion of Free and Open Source Text-to-Image/Video Models

Prev: >>107706503

https://rentry.org/ldg-lazy-getting-started-guide

>UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI
re/Forge/Classic/Neo: https://rentry.org/ldg-lazy-getting-started-guide#reforgeclassicneo
SD.Next: https://github.com/vladmandic/sdnext
Wan2GP: https://github.com/deepbeepmeep/Wan2GP

>Checkpoints, LoRAs, Upscalers, & Workflows
https://civitai.com

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what are some alternatives to OLED
I can afford top range OLED but I cannot afford to change it every 2-3 years, I mean I can but I would find that wasteful.
It will used connected to a PC because fuck Smart TV, all I care about is a good panel.
was considering TCL but they have half the dimming zones in EU compared to the US
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>>107704661
Mini LED.
>>
>>107708846
paki retard
>>
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According to the long term durability tests LCD fails more then OLED
OLED might get burn in after a few years
LCDs will have half their backlights fail
Imagine buying an LCD to avoid burn in, suffering with shit image quality and then it fails before an OLED
If you really want a reliable monitor buy a used monitor
>>
>>107704661
Had a sony oled as monitor since 8 years.
Only the windows taskbar has a visible burn in for now. Only noticable if the screen shows a uniform color, like a loading screen.
Never ran the Oled fix tool for the monitor, it doesn't work...

If I bought a new TV, my number 1 concern would ne ads, it has to be a TV with no built in ads and tracking.
>>
>>107710421
You don't have to use any shartTV shit when you use it as a monitor...

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Why don't we have a similar system as the Seiko Kinetic watches for recharging the batteries from smartbands and smartwatches?
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>>107710228
>Wears a watch that is innacurate at Its main job: time keeping
>>
>>107710077
Because then you'd know how much purposeful winding you need for 20 minutes usage, before you even try and scale it down while providing 10x as much power.
>>
>>107710157
That solar "ring" could work since smartwatches and smartbands have huge bezels. It would even work on most smartphones
>>
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>>107710269
We have like 98% body/screen ratio on even cheap phones these days.
>>
>>107709964
The amount of electricity is way too small

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Everything is already from China, but here we discuss the cheap chink shit you see on various sites.
1st rule of /csg/: If it looks too good to be true, it probably is.

Useful links
>TWS IEM reviews: www.scarbir.com/
>Guide: csg-guide.neocities.org/
>Wiki: https://igwiki.lyci.de/wiki/Chink_Shit_General

>What headphones/earbuds should I buy?
>>>/g/iemg
>I want a cheap smartphone what should I buy?
>>>/g/spg/
>I want to buy some sort of emulation device
>>>/vr/hhg/


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>>107706559
Iranian here, these are actually extremely cheap and basic "entry level" stuff
>>
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>>107707879
Bridgeport J2 head mill and Sharp 1640 lathe
>>
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I was drunk at 3am and my computer speakers broke, so I bought this+2x50w bluetooth amplifier and power source thinking that I'm genius saving lots of money.

The issue is that I woke up and I have no idea what did i buy, is this just subwoofer and i need 2x 3way crossover+tweeter and midrange now?

Or is it actually what it says in first words and it is full range and i do not need to spend 3x more money now to make it work. I never made speakers before so I can not tell by just looking at them.

If you do not want to go to the link, the item does say "AIYIMA 2Pcs 2 Inch 4Ohm 5W hifi Full Range Speaker Mini Woofer Speakers Audio Subwoofer Loudspeaker Home Threater DIY"

If it is just subwoofer, do i need tweeter and 2 2 way crossovers (if i want to be cheap)

https://www.aliexpress.com/item/32762083515.html
Now looking at the pc version of the webpage it does also say: With a standard mode sound mode and a two-way audio crossover, these speakers deliver a crisp and balanced sound across a wide range of frequencies

Not really clearing up anything for me.
I'll make the shell out of solid wood that is gonna be easy but I'm confused as to what do i need when it comes to components, thanks for helping me out.
>>
>>107707157
>buying the molds after they've ran through making thousands of them and they get worn out and then using them to make low quality versions?
I would go with this one, Turks are doing something similar with their copy of MP5s, HK had factory there but they left machines most likely.
>>
>>107707157
>>107710023
there is also the option of bad prototype molds, rejected figurines fixed in some way, and many other shit going on
Its a fairly simple process, your example of the mp5 are way more complex

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>UPGRADE & BUILD ADVICE
Post build list or current specs: https://pcpartpicker.com/
Provide specific use cases
State BUDGET and COUNTRY or you will NOT be helped

>CASE
mATX: AP201, Lian Li A3, O11 Air Mini, XT M3, CH260
ATX: XT PRO (ULTRA), AIR 903 Base/MAX, Lancool 207, Flux Pro, Meshify 3, 4000D FRAME, X50
Dual Chamber: Y60/70, O11 Vision, Antec C8

>CPU
Gaming: 14600K, 9/7600X, 7800X3D
-Budget: 12400, 12600K, 7500F
Workstation: 265K, 285K, 9950X3D


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>>107710284
They can't do latency as good
>>
>ai market crashes
>giant ai centers are converted to cloud based ram services
>$5/month for 32gb cloud ram
Would you do it?
>>
>>107710345
Local NVME pagefile would be faster than sending your packets across multiple datacenters
>>
>>107710412
AI could predict what to send and send it before you even request
>>
>>107710422
The cache prefetchers in your CPU do the same thing. That's why everyone buys X3D.

i always hear retards crying about muh resolution but all movies are 1080p on blu ray and every retard knows that bit rate is all that matters
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>>107706543
It's true that high bit rate 1080p is plenty for video. I have a 4K 32" monitor and 1080p BR rips look great. Good 4K video is better obviously but I'll take good 1080p over bitstarved 4K.
>all movies are 1080p on blu ray
This isn't really true. 4K Blu-Rays have been around for nearly 10 years now.
>why should not i buy 27 inch 1080p
Because at typical monitor viewing distances and assuming typical eyesight, you'll see chunky pixels and text will look like shit.
If you're using it as a small budget TV from a further distance then whatever.
>>
>>107707144
Putting down third worlders while asking for validation on a $100 purchase is actual poor behavior.
>>
>>107706543
Who is this juicy slizzard anyway? I've seen her around the chan a few times now.
>>
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>>107708323
AI
>>
>>107706543
Yes but how can I enjoy a movie if I can't see the pores on the actors faces? How do mere mortals enjoy the stories and special effects without demanding every pixel be in 4k? /s

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You're driving small sites out of businesses. Do you want to have to PAY to use these sites?
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>>107707496
is there a way to stop youtube from auto-playing videos?
>>
>thread about forum spam from 10 years ago
/g/ is finished
>>
>>107710272
by changing the autoplay setting for youtube in your browser?
>>
>>107706337
If you rely on ads to support yourself, then maybe you should get a job and close down your useless blog?
>>
>>107706337
IF YOUR BUSINESS DEPENDS ON SELLING ADS - YOU DO NOT HAVE A BUSINESS!

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You're literally ruining content creators lives by stealing their content.

Just watch the damn ads.
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>>107707976
found my video there, thanks
>>
>>107702142
>he owned
hahaha yeah, he really showed them by referring to himself as a cuck. dumb cunt.
>>
>>107699248
>subsidizing the permanently unemployed and unemployable
repulsive/10.
>>
Someone should write ublock filter to hide all LMG channels on youtube and post it multiple times on his livestream. This chimpout would be legendary.
>>
>>107710150
You can block channels with an extension, works better than just clicking "don't recomend"

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I got sick over Christmas and have spent some hours watching podcasts with Ilya Sutskever talking about artificial superintelligence (ASI). Unlike the rest of Silicon Valley who seem only to focus on GenAI/LLMs and talk about AGI/ASI to milk funding from venture capitalists who want to replace all workers with robot slaves and/or scare politicians into thinking we're in some kind of arm's race with China and get defense funding, this nigga actually seems to genuinely believe in it.

BUT his visions for the future are genuinely scary: He visions "continent-sized AIs" where modern nations are basically gone/replaced by some unified, globohomo super state that ensures "value-alignment" and transhumans that "become part of the AI in order to control it".

My question is: If he (and people working with him at SSI) genuinely believe in that, why the fuck do they want that? I mean, I get Sam Altman and the other hype makers that just want money, I'm talking about the Silicon Valley people that seem to genuinely believe we are on the path to superintelligent AI.

I don't want to hear about Roko's basilisk, that meme is silly.
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>>107710384
Find yourself on the map, mentally ill westranny. You ARE the third world now. You did fuck all to prevent this and you'll do fuck all when they enter the next phase. Closing this 80 IQ thread now but your impotent animal rage will force you to reply again with some shart no one will even read. :^)
>>
Pretty funny that the brown guy is wishing the other anon dead in literally every reply to him

u mad, brown
>>
>>107710420
I'm not american anon, I don't give a flying fuck about le 56% mutts.
>>
>>107710420
>SAAAAAAR WE'RE SUPERPOWER NOW SAAAAAR
>>
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How did it get that bad?

Previous Thread: >>107674322

>Links:
>DALL-E 3
https://www.bing.com/images/create
https://designer.microsoft.com/image-creator
>4o
https://chatgpt.com/
https://sora.chatgpt.com
https://copilot.microsoft.com/
>Imagen 4 and Nano Banana (Pro)
https://gemini.google.com/app
https://labs.google/fx/tools/image-fx
https://labs.google/fx/tools/whisk
https://aistudio.google.com/prompts/new_image

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Heh
>>
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>>107708911
Careful anon, excusatio non petita, accusatio manifesta.

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Am I retarded or a genius? Gonna hook it up to an external monitor and unironically install Gentoo on it.
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>>107710145
but... tablets
>>
>>107710193
In my experience tablets suck, the little flap pad keyboards are annoying as fuck, they don't have ports I need, etc. Not to mention if you don't need windows,and have a phone and have something like an S23 Ultra what's the point of a tablet vs that?
>>
>>107709926
ive considered it
i have a 7 inch ereader i think a laptop in that size would be great and pocketable. but frankly i just kinda want it without being sure what id use it for i think a 10-12 inch would be ideal for a laptop
>>
>>107709926
>Gonna hook it up to an external monitor
You intend to take it on the go with you too? Else you could've just bought a mini pc.
>>
>>107709926
Why not one with N100?

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On the internet, nobody knows you are human anymore
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>>107707924
>Have you ever seen your own brain?
>>
>>107707836
When can I use this technology to milk simps and make 73 gorillion dollars on onlyfans?
>>
>>107708089
it kills me that AI can create the girl, but not the arch linux logo
>>
>>107707851
This. we had this shit figured out in the nineties, kids.
>>
>>107707836
Well yeah this will kill social media
Good riddance


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