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File: imo.jpg (173 KB, 868x1023)
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OpenAI solved IMO using a plain LLM, unlike DeepMind, who used a custom system based on Lean 4.

Some myths that people are coping with (with answers):

* AIs saw these problems in their training data -- No, OpenAI got the problems within minutes of IMO ending
* AIs used a lot more time -- No, OpenAI's model had the same amount of time.
* They used a boutique system designed for solving IMO problems -- Only DeepMind. OpenAI used a general LLM.

AI is already smarter than you.

In b4: spelling gotchas and image-based tasks, or people who never used top of the line LLMs like gemini-3-pro and gpt-5-high.
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>>
Yet another paid advertising thread to keep the grift going.
>>
>>107631390
>openai is still using tools like lean for reinforcement learning.
Did it? DeepSeek repeated their feat, and it's open source. We can check its methodology.
>>
buy an ad
>>
>>107630491
Kek, getting paid that much and not placing/investing (or at very least saving) money...
He wasn't smart, that's for sure.
>>
>>107631390
>a research question that requires coming up with an architecture different from LLMs
There's decent candidates for that in the scientific literature, and open source software that implements them, but they use a totally different set of scaling laws and can't be implemented on GPUs. Big tech isn't interested, because the transition will make a truly vast amount of investment basically instantly worthless and trigger an abysmal market crash.

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Happiness and Good Vibes! edition

Application advice:
https://www.youtube.com/watch?v=_TlqTVNtQd4

Considering a side hustle?
https://www.youtube.com/watch?v=2K-Gr7VLCi8

>Interviewing
https://www.youtube.com/watch?v=kE0x3i4IloI

>How to write a resume
https://github.com/0xCyberY/CVE-T4PDF

>Salary Stuff

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>>
>>107635037
ngl i'm visibly autistic and it helped me get jobs. you just need to articulate yourself well
>>
Can I lie and say I got 4.0s in college? My gpa was 1.3
>>
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my cousin is getting a disability check for like $25k and moving onto a permanent 1.6k / mo from the state
Meanwhile I haven't been able to find a job after 8 months nor do I qualify for unemployment cuz my last job was contract work
>>
>>107637961
If they ask for your college transcript you're fucked.
Even if they don't they would probably detect your bs
>My gpa was 1.3
wtf happened?
>>
>>107637961
>1.3
how did you even pass?

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NVIDIA: WTF?
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>>
>>107634992
Based Tech Jesus.
>>
>>107636021
Apple doesn't have their own fabs.
But they are large enough that their relationship to TSMC is more equal. They invest in TSMC's manufacturing capabilities and TSMC gives them first place for making production orders. So ai kikes can buy up all the consumer RAM they want, Apple will be sourcing theirs straight from the foundry anyways.

Their whole business model is premium hardware, they won't do the cloud shit.
>>
They can keep pushing this but it will never take off. If they actually think the average person wants to put up with docker APIs, they're fucking retarded and incompetent. You actually have to be low IQ to think this can work. They average person they're trying to scam (immoral) here doesn't even know what GPU is.
>>
>>107637590
>Their whole business model is premium hardware, they won't do the cloud shit.
i honestly count on it
this translates into half price- quasi entrepereneur tier of hardware

i used to spit on em
bit nowadays, theyre a fucking asset
i honestly never thought this day would come, but here we are...
>>
>>107635086
They don't care about gamers. They care about control.

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HOLY BEAUTIFUL
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>>
>>107624959
so for this pattern its not just missing a brace but a fractal of },: and sub levels ... truly fucking retarded
>>
>>107624959
if let Some(color) = (|| get_user()?.profile()?.settings()?.theme()?.primary_color())() {
println!("Primary color: {color}");
} else {
println!("Could not access primary color");
}
>>
>>107624959
1. you don't have to match like that.
2. if you used ifs for each field it would probably look worse
3. This is shit data design
4. You could make it much nicer with just chaining flatmap
>>
>>107629380
Goes deeper in if it's not null.
It's basically user?.profile?.settings?.theme?.promary_color in c#
>>
>>107625196
interesting
The distinction they give between variadics/tagged unions and true unions is interesting (in the latter, you don't need to unwrap so changing a library function to always output a value rather than an 'option' doesn't necessitate client code changes)
Kotlins way of doing nullables is interesting
I'm currently writing a project in ocaml and all option pattern matching is really pmo
thanks for posting it

I like how a stick of RAM costs 2000 bucks now.

Thank you, anons. Thank you for this shit.
I guess I will never build another computer. But that's they you guys planned it. First you make people dependent on tech, then you remove the tech.

also fuck you with the new, more tedious captcha.
Everything goes in the wrong direction. Scan your face and pay 2k to post on 4chan am I right?
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>>
>>107632026
It's €450 in Germany. I will just wait until the AI bubble bursts. Patience to the rescue!
>>
>>107620821
>blaming the retail market
>its still the same

you're not too fucking bright are you anon?
>>
>>107624705
"nobody gives a fuck what elon is saying"
-Everyone
>>
>>107638033
Yep, i'm not buying a single overpriced item as long as they are this overpriced.

>It's €450 in Germany.
Maybe you can find them a bit cheaper, don't know. Alternate is mostly not the cheapest price wise.
Haven't looked up other places, since i'm not planning to buy new HDD's.
>>
>>107637709
>and they can't charge the same prices in the US as they can in civilised and developed countries

didnt think that one through eh?

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Should I be worried about the products name because I’m buying it? Or is it a “pay for what you get” scenario with these cheap things
>>
>>107636408
Don't buy cheap shit, you will always regret it.
>>
Buy cheap, buy twice.

If you need a low-cost GPU, go used on Facebook or eBay.
>>
>>107636408
It doesn't even say what GPU it is in the box kek
>>
>Glorto
wtf kek
>>
>>107636408
>EL ORTO
lol, lmao.

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

Sanity Edition

>News
Zai 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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>>
>>107638056
Modern OpenAI and Anthropic do NOT have any external filters for images, period.
>I thought they all block that shit at the image processing level
Only GPT 4 Turbo did that back in late 2023 for NSFW in general, no big providers do it since.

Nowadays only Gemini has some external filters for images, but they're very generous and basically only detect clearly very very underage loli nsfw art, they're fine for almost 100% of usual nsfw.
>>
>>107638048
what is that? some kind of new tagger for SD?
>>
>>107638072
no its just https://ai.google.dev/gemini-api/docs/image-understanding#object-detection ancient thing, they support it since 2 flash
I took https://tools.simonwillison.net/gemini-bbox and vibe-slopped it to look a bit better
>>
>>107638072
also just so you don't have misunderstandings, gemini is great at object detection/vision but for specific danbooru tags wd-tagger with its newest models will still work far better
>>
>>107637986
Yep, sometimes I gen a character in a situation and send that image as a way to start the chat off.

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>Read the sticky: >>105076684

>GNU/Linux questions >>>/g/fglt
>Windows questions >>>/g/fwt
>PC building? >>>/g/pcbg
>Programming questions >>>/g/dpt
>Obsolete laptops >>>/g/tpg
>Cheap electronics >>>/g/csg
>Server questions >>>/g/hsg
>Buying headphones >>>/g/hpg
>How to find/activate any version of Windows?
https://rentry.org/installwindows

Previous: >>107567084
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>>
>>107636385

he’s in the u.s without a workers visa? why is he here? is he a student? if so he has multiple avenues to work a job legally. is he a overstaying a tourist visa? why? he could just stay in india and work for you as long as the work is completed in india. why can’t he just do business with another jeet? this is a harebrained scheme.
>>
What's the most privacy-oriented e-mail service these days, if there even is one left?
>>
>>107637509
Self-replicating worm? Easy. Self-hosting? That's kind of the definition of a worm, if you have a central server somewhere infecting other machines then it's not a worm nor self-replicating. Remaining dormant? Easy, it can get triggered on a timer or from network requests, and it's not even that hard to make a network that self-coordinates and uses a distributed algorithm to take decisions without any single centralised control server.

But self-improving? Maybe possible in simple ways, but extremely difficult to do meaningfully. "Teaching itself infiltration techniques" as in actually implementing new approaches on the fly, basically sounds like it might only be possible using modern LLMs. They're only just becoming good enough to actually take on significant programming tasks autonomously, and those are cutting edge cloud models.
Maybe in 5-10 years local models will be good enough and "AI-enabled PCs" will be powerful enough to run them and you could have a worm that actually uses an LLM internally to probe systems and modify its own code on the fly, non-deterministically and "intelligently" finding new ways to propagate.
>>
>>107637849
Email is fundamentally unencrypted so the best you can hope for is a service that doesn't actively have an interest in harvesting your data. I personally use cockli, but every now and then it inexplicably fails to receive emails for a day or two, and also there's zero proof that they're not either compromised by the feds or even just always been a honeypot.
You could use something like proton because they make their money from selling pro subscriptions, so they also probably don't sell your data to advertisers, but they're probably just as much of a honeypoy as cockli if not more.

Just use something that you hope won't sell your data too much, and never use email for sensitive things in the first place.

An alternative is self-hosting but again, it's still unencrypted so your hosting provider can read everything, unless you literally host it yourself at home or on a decent VPS provider that doesn't snoop. But hosting your email yourself is quite a bit of hassle.
>>
>>107637849
Email? Privacy?
Pick one. Email is never secure or private. Even if it were, it's only as secure as the other party keeps it and that's usually where it completely fails.

If you need communication with another party that must be kept private you simply don't use email. Intercepting emails and hacking them is, basically, not even criminal. Tampering with actual paper mail is a felony however. Email is not even remotely taken half as serious and all the big companies know this and are harvesting your emails for LLM training/snooping and advertising purposes. Even if your end is not a snooper, the moment you email someone with a @gmail or something, guess what? Lmao. Now google's got it all, so what's the point?

For private stuff do physical mail or in-person meetups or establish a more secure way to send messages with each other. If the feds want your stuff they'll always get it but you can go out of your way to at least keep the advertisers from seeing your emails if you care to use other forms of communication that aren't email.

Neat and tidy edition

Previous: >>107558411 #

>Keyboard recommendation template:
https://pastebin.com/n220xk9V

>Find vendors
https://www.alexotos.com/keyboard-vendor-list // Up-to-date list of reputable vendors with brief descriptions
https://keycaplendar.firebaseapp.com // Tracker for current and upcoming keycap group buys

>This keyboard stuff is so expensive!
https://aliexpress.com (or Taobao if you know how)

>Learn about MX-type switches ("mechanical keyboard switches")

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>>
>>107637167
"Header pins" are probably what you're thinking of. If it's a pro micro or similar that you want to use then it's 2.54mm pin spacing IIRC.
>>
With MX Blacks on Alu, I am never alone.
>>
>>107637093
Sure they have. Get a Class100 and slap on a bunch of different tactiles, go full solenoid and see which one makes your bones rattle from the tactile feedback.
Alternatively, get the Zeal Clickies on the same board. You can't get a proper tactile experience without the Class100, you just can't. Go and preorder it right fucking now and get a dozen different tactiles and be ready to test it the fuck out.
>>
>>107634198
>ergonomic for typing
>mouse is in a position where it's wildly unergonomic
so whats the point?
>>
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BLACKS SONALU

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Why did America outsourced parts of its tech industry?
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>>
>>107636718
>I've never met a single inspired, diligent Indian in the multiple tech orgs I've worked at.
There are a few. They're a bit rare, but exist.
>>
>>107628423
>Political propaganda that tells you to hate technology
Worse is the managerial attitude that "you don't need to understand anything about what you're managing, and should try to avoid changing that". That brainworm's been growing for years, and it's responsible for vast amounts of incompetence in many corps. (Maybe in government too, but corps are where I have evidence.)
When you're no longer anchored by competence, you don't mind making planes that can't fly, chips that crack during manufacturing, sending all your work to a rival nation, or being taken in by the world's largest hiring scam. As long as number goes up, you're good, and you'll try to jump ship before the number stops going up.
If the people running things in practice don't give a shit, small wonder it all falls apart.
>>
>>107628323
>Why did America outsourced parts of its tech industry?
cheaper which means more $$$ for the shareholders
>>
>>107628323
>pic
he's right though
>>
>>107628358
the elite celebrate consoomerism because that's what keeps stock prices moving up year after year.

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Shill me Bazzite.
>.t a artix linux who just wants to use his PC normally now, no longer a traany
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>>
>>107637230

Immutable distros are great. I really want to use SecureBlue, but this system is so clean and stable that I haven't felt the need to endure a reinstall after about two or three years. The closest I ever got was at one point I was messing around with my system trying to fix audio errors, my system wouldn't update because of an error with the repositories I had added. All I had to do was run one command and everything was removed, I had a fresh start, all my flatpaks were still installed and the only thing I had to reinstall was my Mullvad VPN. It wasn't even a rolllback (which you can also do) just one command and you have a fresh system but all your apps and config files still remain.

I'm never going to go back to non-immutable distributions after having tried it. Bazzite has been a really good experience. The only thing I don't like about it are the tranny devs pushing politics on twitter. Other than that it's pretty solid.
>>
>>107637637
>you use nix for that
kek as if
>>107637745
Why not just rebase and see if you like it?
>>
>>107637230
>who just wants to use his PC normally
Go with Mint then.
>>
>>107637950
Debian based distros are garbage on top of garbage. Worst advice of the thread.
>>
>>107637921
>t. never used nix
its literally perfect for a usecase like that

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/dpt/ - Daily Programming Thread

Welcome to the Daily Programming Thread. What are you working on, /g/?
Previous thread: >>107575071
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>>
>discussion about UB in low level languages
>erm actually C is a high level language
Shut your bitch ass up lmao.
>>
>>107637917
Post an issue on the repo. I'll get it to work with your project. Also, with debug off, it can drop down to about 1K. What part are you using, what's the system look like in more detail.
>>
People who bring up HDLs in PL discussions as a "lower-level" language are peak Dunning-Kruger.
>>
>>107638002
It's almost like high vs low is a super arbitrary distinction and only makes sense in perspective.
>>
>>107637917
Also, just to be clear, you pull binary modules from storage once into RAM. It's a one-time payment. The address space can be shared between multiple modules. (Don't want someone to get the idea that you'd alternately read/execute/read/execute. It's still very real-time capable)

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>phones without chargers
>consoles without disc drives
>computers without RAM
what's next?
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>>
>>107631927
Anons without 4chan
>>
>>107634902
That policy would be adopted immediately after I stole half of the ram from each office workstation
>>
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internet without fun
>>
life without freedom
debt without a way to pay back
cars with subscription services
>>
>>107631927
Earth without humans, hopefully.

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Laurie turned rogue!
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>>
>>107627818
Does he write her tweets too? I always find this subset of American men very funny. They hide behind the camera while their gf larps as interester in their hobbies to lure in the gullible simps.
>>
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>>107637407
Based take thougheverbeit.
While those cunts are bragging about 2 errors within 200k LOC, there are people delivering software.
Those niggers will spend 813048710413 hours tinkering neovim and still think they're somehow superior to people delivering real software.
Luddites are hilarious.
>>
>>107637923
share link to this magical 200k LOC?

oh wait...
>>
>>107628230
Her videos suck and she's a slut but she is really cute
>>
>>107637923
Not being able to use headers for POST is not just an error. Same as just dropping the credentials.
If this nigger just said the lib wasn't done yet, he might have delivered a believable cope. As it is he is left to spout AI generated platitudes.

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>Lisp is a family of programming languages with a long history and a distinctive parenthesized prefix notation. There are many dialects of Lisp, including Common Lisp, Scheme, Clojure and Elisp.

>Emacs is an extensible, customizable, self-documenting free/libre text editor and computing environment, with a Lisp interpreter at its core.

>Emacs Resources
https://gnu.org/s/emacs
https://github.com/emacs-tw/awesome-emacs
https://github.com/systemcrafters/crafted-emacs

>Learning Emacs
C-h t (Interactive Tutorial)
https://emacs-config-generator.fly.dev
https://systemcrafters.net/emacs-from-scratch
http://xahlee.info/emacs
https://emacs.tv

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>>
>>107637706
I'm experiencing similar weirdness with the *image-dired-display-buffer*.

>>107637773
That's wild that you even had to do that. Good job figuring that out.
>>
>>107637773
I just tried this out, and it worked for me too. display-buffer-alist is being honored by *image-dired-display-buffer*.
>>
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>>107637854
>I'm experiencing similar weirdness with the *image-dired-display-buffer*.
Good to hear that this isn't something only I'm experiencing.
>That's wild that you even had to do that. Good job figuring that out.
Thank you. DESU I literally just copied the code and eyeballed where I thought
something was going wrong.

>>107637953
Great to hear it's working for you as well anon. I've made it an advice now in
case that's something you're interested in:
  (define-advice image-dired-display-image (:override (file &optional _ignored))
(setq file (expand-file-name file))
(when (not (file-exists-p file))
(error "No such file: %s" file))
(let ((buf (get-buffer image-dired-display-image-buffer))


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>>
Doom Emacs is so much faster than vanilla emacs. Why can't they just use Doom's speed optimizations in the default?
>>
>>107638061
really? show emacs-init-time for Doom vs emacs -Q


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