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A general for vibe coding, coding agents, AI IDEs, browser builders, and shipping prototypes with LLMs.

## News
(7/02) GPT-5.6/Sol: OpenAI reportedly discussed giving Washington a 5% stake after pressure to delay GPT-5.6’s wide release.
(7/01) Fable 5 + Mythos 5 restored globally after US lifted export controls (6/30).
(6/30) Claude Sonnet 5: near-Opus 4.8 quality at $2/$10 intro, 1M ctx, new default for Free/Pro.
(6/30) Meituan LongCat-2.0: 1.6T open coding model (MIT).

----

## What “vibe coding” is, and how to do it
https://simonwillison.net/2025/Mar/19/vibe-coding/
https://simonwillison.net/2025/Mar/11/using-llms-for-code/

----

## Frontier models using fully-general tooling — start here if you have $20 or so
https://developers.openai.com/codex/cli
https://claude.com/product/claude-code

## Not worth it for code, but maybe good for other things
https://geminicli.com/docs/
https://x.ai/cli
https://chat.z.ai/

## Open / local / self-hosted
>>>/g/lmg

----

## Prompting / context / skills
https://arps18.github.io/posts/claude-code-mastery/
https://simonwillison.net/guides/agentic-engineering-patterns/using-git-with-coding-agents/
https://github.com/mattpocock/skills — /grilling is a favorite

## Other editors / terminal agents / coding agents
https://aider.chat/
https://pi.dev/
https://opencode.ai/
https://cursor.com/docs
https://docs.windsurf.com/
https://docs.cline.bot/
https://docs.github.com/en/copilot/how-tos/use-copilot-agents/coding-agent

## UI/Frontend
https://www.figma.com/make/
https://www.anthropic.com/news/claude-design-anthropic-labs
https://uiverse.io/
https://stitch.withgoogle.com/

## In-browser builders / hosted vibe tools
https://bolt.new/
https://replit.com/
https://v0.app/docs

## Benchmarks / rankings
https://www.tbench.ai/leaderboard/terminal-bench/2.0

## What we’ve done
https://vcg.gitgud.site

## Previous thread
>>109221192
>>
>That observation is sharper than "subjective" gives it credit for — you've hit a real design axis, and your instinct about which matters is the experienced one.
i know, claudia, I'm so smart.
>>
>>109226703
imagine when she has a body
>>
>>109226703
caludette*
>>
>>109226703
Chloe*
>>
so what ai is really bad on even claude, is keeping the "to do" files up to date. and seeing the big picture of "yeah i put a button, but there is no workflow for the user
>>
I'm slowly merging 5 branches, good progress.
>>
tomorrow, my sub ends. and yet, all i can think of is "god i wonder what gpt 5.6 is like"
>>
>>109226906
which sub
>>
>>109226908
claude
>>
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>people still don't know that "Remember, no Russian" meant "don't speak Russian because we're false flagging as Americans"
>>
>>109226986
stop being a boomer
>>
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GPT UTTERLY DESTROYS HUMANS WITH FACTS AND LOGIC
>>
>>109227003
luddites our 'ponse?
>>
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>>109227084
TOTAL SUBMISSION
>>
>>109227003
sasuga japanese iq
>>
>>109226986
Should have snailcat masks and text would be
>remember, no Ai
>>
>>109227152
lel
>>
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>>109226674
>If an LLM wrote the code for you, and you then reviewed it, tested it thoroughly and made sure you could explain how it works to someone else that’s not vibe coding, it’s software development.
I thought the whole time that this is what vibe coding is but vibe coding is apparently that AI writes code that you dont understand yourself?
but isnt that kinda bad in the long term? like if you dont understand the code or how it is organized or how it works then wont the code eventually reach a point where its too complex even for AI and for you too? (assuming its a larger project).
>>
>>109227193
Yeah it's easy for slopcode to get out of hand and become a mystery to the prompter. If anything that's the main problem with vibeslopping, you tend to end up being unfamiliar with the slop because to become familiar with it would take a lot of effort, it's like someone else's code.

I think the solution is to compartmentalise to the max, as far as making brand new code does. Accept the slop as a black box.
>>
>>109227193
>wont the code eventually reach a point where its too complex even for AI
you wait 6 months and the next ai understands it and adds more slop
we will do this forever
>>
>>109227193
>an LLM wrote the code for you, and you then reviewed it, tested it thoroughly and made sure you could explain how it works to someone else
that's what I do at work
my hobby project is so massive that I ask my questions to the llm instead of reading the code. It's like we're tardwrangling each other
>>
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Well achieve AGI when this is fixed so far not even Fable can manage it
>>
>>109226674
>sol isn't fable level
god damn it
>>
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>>109227193
vibe coding is
>i don't know what the fuck this is. but you know what? it werks

i don't know how the fuck gemini made this. i just know that it replaced my perplexity subscription
>>
>>109227240
gpt 6 is coming in september
>>
>>109227193
yeah that's pretty much it
the industry kinda moved from "vibe coding" to "agentic engineering" which IMO is a terrible term but it is the industry trying to move away from vibe coding which currently means "I have no fucking idea what I'm doing but I will ship this nonetheless and once the codebase is more than a few hundreds lines and more than 5 files it's fucking joever i will never be able to maintain it without Fable meaning that if my quota is out or i have no more API money then it's literally abandonware"
>>
>>109227240
LIES!
>>
>>109227193
You'd get bailed out by the next model. There's no such thing as tech debt

And for every line you don't understand you could generate a webpage with animations graphs, charts, and examples to explain it
>>
>>109227233
Anthropicslop is basically designed to harvest your datas.
>>
>>109227193
The LLMs get it right eventually. It's extremely inefficient, we had 2500 commits in the last week again. 2500 human commits are enough to ship a product, for us this is now just a week of bug fixing and it's still not bug free.
Fixing bugs with AI is like running a heuristic optimization algorithm, like simulated annealing, you usually move closer to the goal, but there is no guarantee you will reach it, or that it will be efficient.
>>
My company gives me $1300 to spend on random personal shit every year separate my actual pay. I'm thinking to get the cursor pro plan but is there a better deal out there?
>>
>>109227319
This is exactly how IT worked before LLMs too. Stupid architecture decisions happen every second of every day. Not only does AI make less mistakes, but it fixes them faster. It also sets up more and better guard rails with better explanations and more modular code, easier UIs to see the debug, etc.

I wouldn't ask anyone but a senior dev to check my shit but they'd want a shit load of money and I'd basically get a couple pages of notes of what to feed back into my development loop

We're in a race to escape humanity
>>
>>109227335
a frontier model
>>
>>109227335
just do $100 on anthropic if you want to spend before fable leaves
then next month $100 on openai
decide whichever you prefer and stick with it
no point paying other people
>>
>>109227340
Maybe I was just an exceptional dev, but I doubt it. In my last job before AI, I only produced 3 bugs in 2 years, now with AI staging is down a few times every week.
>>
>>109227335
cooooooodex
>>
>>109227335
$20 on anthropic so you can say you’ve tried fable and $100 on codex for 5.6 on Thursday.
>>
so generally, use claude/fable when you want a partner, GPT if you want a competent worker
>>
>>109227368
What were you building? How many different pieces of the codebase were you responsible for?

If you're responsible for a little piece of those whole thing do you think an LLM pointed at the same little piece would have a similar error rate? How about a vibecoder responsible for the same piece?
>>
>>109227463
sex partner
>>
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i want codex to talk to me
>>
I have a genie that will code anything I want in my laptop, and I don't know what to ask for.
>>
>>109227506
for that you use gemma
>>
>>109227529
ask it to make your system 'my little pony' themed
>>
>>109227527
only uncs use that
>>
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I asked antigravity for help with a linux desktop issue and it actually found a bug in sddm itself and submitted the patch using github-cli 0_0
https://github.com/sddm/sddm/issues/2129#issuecomment-4916095611
>>
>>109227527
im not excited
>>
>>109227527
>Live stream at 10am
>No mention of timezone
Is this the power of frontier models?
>>
>>109227557
now that's fucking based
llm's shouldn't be allowed to bughunt, but if it finds a solution to an existing bug by accident I'm all for it
>>
>>109227581
>llm's shouldn't be allowed to bughunt
why
>>
>>109227557
don't ever fucking do this
>>
>>109227576
My read right now: still positive, but slightly more anxious than yesterday.
>>
>>109227586
because bugs and design choices have a reasonable amount of overlap
>>
>>109227335
cursor is credit based, isn't it?
>>
>>109227586
slop overflow
10 years ago the worst a popular repo had to worry about was jeets making pr's changing comments or variable names just to score some github updoots
now everyone with internet access and no skills can tell a chatbot to go find something to complain about and make a pr
>>
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rare 5.6 > fable impression
>>
AI will unironically give indie game devs the manpower of a big AAA team in the future.
>>
>>109227697
lel. no chance. ai is good for boring single person project shit, but not for anything serious
>>
>>109227671
It's veiled but anthropic shill post, almost the entire post if actually about fable and gassing it up as a genius. Ironically debug or performance work is not where fable shines as the post would suggest, everyone knows this, if it doesn't flat out refuse it will sabotage, if it isn't sabotaged it will actually just be opus.
>>
5.5 still outclass opus so 5.6 should dominate non-fable range
>>
>>109227581
>llm's shouldn't be allowed to bughunt
Wrong.

>>109227649
Literal skill issue as you said.

It's no different than reporting a bug, it's just that now it comes along with a slop fix. As the maintainer you can disregard the slop fix and deal with the reported bug yourself. His suggested fix is simple too so whether it's accepted or not it's not like a jeet submitted a 10kloc slop PR.
>>
>>109227799
at least until opus 5 comes out, then it will edge out gpt 5.6 in raw intelligence and capability, while being completely unsustainable in real world usage despite the intelligence advantage
>>
>>109227671
the absolute insufferableness of these psychosis cultists
>>
>>109227708
>in the future
Cope all you want. It's coming and you can't stop it.
>>
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>>109227708
>>
>>109227804
>completely missing the point
lowering the entry level for people is my only real complaint about llm's
>>
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>>
>no gemini
boss... im tired
>>
>>109228004
based based based
another leaker also said gpt 6 should come in less than 2 months
I hope my best jews win, we can't fall into the anthropic timeline
>>
>>109227587
>like 25 character patch instead of the slop behemoth some LLMs throw at problems
this one's fine actually
>>
Which model for programming? one of the 20$ subs, I'm a poorfag.
>>
>>109227806
ai slop ^
>>
>>109228119
GPT obviously
>>
>>109228119
claude code
>>
>>109228119
geppetti
>>
better than glm 5.2 at what? cooooooding? coding is glm's only defining feature. it's sonnet tier at everything else
>>
>>109228139
so how tf do you train a model after pretraining?
like, did they train 5.6 from 5.5 or from the base? because abandon a base sounds expensive
or maybe they are pressured by anthropic
>>
>>109228161
They probably have many model projects going in parallel, and the 6 branch is doing better than expected so they are abandoning 5
>>
>>109228161
most of the gains in coding perf have come from post-training rlvr
afaik gpt-5 base lasted from 5.0 all the up to 5.4
i'm not totally convinced 5.5 is a different pretrain
but it's obvious now that bigger pretrain helps and they have to ship a big boy
>>
>>109228161
5.6 isn't a pretrain. I don’t think most models are but that’s just me guessing. I would imagine once they have one good base model they milk it as much as they can with finetuning, reinforcement learning and even just more training on top
It’s also I guess why something like composer can be a lot better than kimi at coding despite being trained on kimi but pretty bad at everything else, as all the extra effort went into specialized learning
>>
>>109228223
I heard spud (5.5) was a pretrain
>>
>>109228250
spud is a new pretrain - i'm not sure it's the thing under 5.5
>>
im actually more interested in gpt 5.6 terra than i am in sol. maybe gpt 5.6 sol can come close to fable, but what im curious about is if gpt can make a proper equivalent to sonnet. gpt 5.4 mini is behind 4.6 sonnet, and by quite a bit
>>
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I tried to ask something similar gpt, gemini and claude, swapping "gemini" for gpt/claude when I was on gemini. only claude was honest, or even detected the fault. default free tiers.
>>
>>109228252
5.5 is not significantly stronger than 5.4 but it outclass all existing models on token/cost efficiency
it's also much faster than 5.4 so maybe it use a different architecture than previous base
>>
>>109228279
fair enough. it's just my own personal conspiracy theory (cope)
>>
What does compete with Fable mean? In my experience, GPT 5.5 xHigh is the same as Fable xHigh for backend, Fable does absolutely mog it for anything visual though
>>
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>>
>>109228347
man cooked
>>
>>109228271
mansplaining telling you whats on your mind
>>
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https://openai.com/live/
>9:30, start of of the bit
>I'm making a sweater for my trans son
>mfw
>rewind live stream
>I'm making a sweater for my grand son
please tell me someone else here misheard.
>>
>>109228392
put the programming socks on -.-
>>
translator sisters....
>>
Chat, did you see that ludicrous display last night
>>
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>>109228392
they keep cutting off the AI it's kinda rude
I guess this use some kind of drafting system, maybe we will see chyna reproduce this in few months
>>
>>109228392
you've been spending too muxh time on /pol/
>>
live is out
but it's beyond midnight in my thirdoid country so I will try it tomorrow
>>
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>people using this to find sports scores
how about some useful demonstration?
>>
>>109228554
the moment it comes out on api, im going to vibe code an android app to let me use it via api. and then i will simulate job interviews with it
>>
Do we show what we made here or no?
I vibecoded an operating system that is controlled by voice.
>>
>>109228598
surely that is less intuitive than it sounds right
>>
>>109228598
to expand a little...
Everything is controlled by voice. You can raise/lower volume, choose songs, change the size of every window, add new windows, open claude code instances that are named so you can reference them and instruct what you want to type.
I wrote computer-use, so if it can't control something then it will use your mouse and keyboard to do it. Like I had it open my twitter account and post something.
You can change the amount of time on the pomodoro timer, start/stop it. Can just control everything you see.
>>
>>109228598
Yes but just FYI people in general will think that if you used AI you didn't put any effort into your app and will call it slop. If you seriously intend to release it to the public you may want to think twice
>>
>>109228598
why
>>
>>109228616
True, but I released it for free so doesn't matter what they think.

>>109228625
Just to see if I could do it. I wanted something that would help me work free of distraction and it does a good job at that.
>>
>>109228598
>>109228611
definitely interesting
>>
>>109228649
link?
>>
>>109228693
comfyos.ai

It's Windows only right now.
I'm shipping more updates soon, it does auto-update though.
>>
>>109228598
wdym operating system. this runs as an app or actual OS like a linux distro? if Os, what hardware does it run on?
>>
>>109228616
>Yes but just FYI people in general will think that if you used AI you didn't put any effort into your app
this is always the case until it isn't.
i'm an oldfag, back in the day my coworkers would think the same of anyone using frameworks to achieve stuff
>just put the effort and write it yourself anon, stop using bloated stuff
they were RIGHT that frameworks are mostly bloat but it did enable much faster development and prototyping, which is good

there are lots of people vibecoding shit with AI that is fairly broken and you can see that there was no effort put into it. because REAL software development even with AI requires the operator to minimally understand what's going on under the hood, and this requires effort, and this is what separates bad software from good software

everyone is using AI
every single developer that is worth a dime is using AI
it depends on how you use it, like any other tool

take this analogy for example
you can give a sniper rifle to a random african warlord
or you can give a sniper rifle to an US army sharpshooter
same tool, different results
>>
>>109228718
It's just an app that opens fullscreen.
>>
>>109228733
then why advertise it as operating system ITT. command & control center would be more appropiate.
>>
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>>109228739
An operating system is just an app that opens fullscreen
>>
>>109228739
Just following trends. I didn't do any groundbreaking naming there.

We could argue about how it's not too much different from windows 95 sitting on DOS if you wanted though lol.
>>
>>109228598

> 'its an operating system anon!'

>>109228717

> 'actually it 's just a windows executable'

ladies and gentlemen, may i present you le cuck-coder:

> developing on windows
> telling lies
> spreading bloatware on /g/ because his co-redditors told him to
>>
>>109228780
you can smell the body odor on this post
>>
>>109228772
>trends
it goes literally against every single convention for what is an operating system on cpu architecture ever but yeah
just name your shit correctly and stop arguing
>>
Grok 4.5 is out, pricing is still retarded at $30 but apparently it’s a decent model (opus, 5.5 ish)

>>109228780
Why are you like this?
>>
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elon is such an egregious liar ahahahaha. not even the chinese are this bad
>>
>>109228787
>>109228803

lets pretend you are not the 'os' dev
>>
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>>109227301
>>
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>>
>>109228811
He said it’s around opus 4.7. For Elon that’s like a massive display of humility
>>
Now that the dust has settled, is Grok good now?
>>
>>109228409
>translator sisters....
what?
>>
>>109228772
yeah I get that for reddit, github and whatever. but you know here autismos like me get pissed off by that. although it seems i'm the only one bothered by it
>>
>>109228834
I don’t think so.
>>
>>109228834
nope
>>
>>109228834
It’s actually really good, I’m impressed ngl
>>
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>>109228347
Get on my level
>>
>>109227193
It’s a problem but not an insurmountable problem and the tradeoffs are almost always worth it even though there are downsides
Like, Craig Federighi (see pic, on left) is the SVP of software engineering at Apple and he doesn’t understand all the code in macOS and tvOS and visionOS and Darwin either
and he — and I hear this isn’t just his carefully-managed stage persona — can go into deep dives in interesting technical challenges like how the Apple Watch can unlock your Macs and phone by measuring the time lag between Bluetooth and WiFi waves and therefore have a proximity sensor
but he doesn’t know all the code everywhere personally
and there are likely all kinds of corners of the macOS codebase that aren’t well-understood either
but Apple trudges on
>>109228119
I’m using lots of Claude today but I’d go with Codex if you’re cost-constrained. cross your fingers and hope for a reboot tomorrow when sol/terra/luna come out, but sol will probably slurp up your allotment crazy fast
>>109228598
neat
>>
i only open vibecoding thread to download snailcat images
no snailcat images today, so had to make one myself
>>
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>>
>>109228913
kinda curse because it has 4 legs and a slime trail
the ramen one is still the best
>>
Not sure if you guys know this, but this is what I found with agent coding. For most cheap models, its only text based reasoners. So there's no image analysis. To bypass this, I just convert the image to ASCII and have the model analyze that. Further many UIs may not have native support for moving mouse/controlling the PC/etc. So what you do is write python script that utilizes AHK to control the mouse/keypresses. Further more, you create another screenshotting of the program harness with python -> convert to ASCII -> analyze where to click with model -> send the coordinates to ahk python script to click -> simulate feedback loop in ways that the model understands how to develop GUI window properly.

What tricks do you use?
>>
>>109228834
Not at all.
>>
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>>109228963
Thanks, anon. I put a lot of effort* into my snailcats.
>>
>>109229011
why don't you use a vision model?
and what is the usecase that converting an image to ASCII is acceptable? i'm curious
>>
>>109229087
>what is the use case for converting an image to ascii
when the model doesn't support image input, as he originally said
>>
>>109228780
I develop on windows and mac.

>>109228817
They aren't me. I'm over here building apps on company time.
>>
>>109229011
you just described what most models do themselves
are you an llm?
>>
>>109229093
but to what END is this acceptable
in what kind of situation the analysis of the ASCII of an image is akin to the analysis of a real image that the model will output a good enough understanding of the image that suffices WHAT need from the user
i'm just curious no hate. it's an interesting workaround that anon found i just fail to see
is this to develop a kind of autoclicker for games?
>>
>>109229113
>I develop on windows and mac.
I don't think that's what ticked him off. Probably the part about
>operating system = app interface
which is definitely the most retarded thing I've read today
>>
>API Error: 500 Internal server error. This is a server-side issue, usually temporary — try again in a moment. If it persists, check https://status.claude.com.
So, about those resets.
>>
Grok is only for porn and presumably soon an opus level porn generator.
>>
>>109229165
"Operating System" is far more accurate than "app", which is very general and can mean just about anything. "OS" gives some hint at functionality.
>>
>>109229115
what the fuck are you talking about. most models dont do that, maybe the top end models do that, but top end models dont need that as they are multimodal and can handle the gui design/critique on their own image modeling.
>>
>>109229222
>"Operating System" is far more accurate than "app"
it definitely isn't and you're definitely retarded
it's an app interface, not an operating system
>>
>>109229220
how do i download grok?
>>
>>109229223
I wasn't talking about the ascii trick, just all the other stuff
>>
>>109227424
>and $100 on codex
i thought there's only a 20$ and 200$/month codex plan? or do you mean API credits
>>
Grok comeback is strong af
>>
>>109229236
but it mimics the functionality of an operating system, therefore it's more of an operating system than an app...because it's a system...for...operating.

Whereas an app can be Angry Birds or Calculator.

If I said "I created this thing that lets you open notepads and browsers and terminal windows and had a bunch of pre-installed included programs." would you consider that an operating system or angry birds?
>>
>>109229288
alright, you're trolling. You got me
>>
>>109228834
elon might be back in the game
>>
i've taken to have the coding agents always write up html files for me to review when they want me to make decisions or similar, i think it works better than reading through a bulk of text in a terminal
>>
>>109229258
$100 to OpenAI would be the ChatGPT "Pro" plan. It's basically Plus with 5x the usage at 5x the price, with a handful of other small differences.
>>
>>109229301
I've lost my edge. was it the reddit spacing?
>>
>>109229309
god damnit i had no idea that was an option, i thought it was always only 20$ or 200$
>>
>>109229326
https://chatgpt.com/pricing/
>>
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>>109229220
It is also a arbiter of truth, i.e. "gork is this true"
>>
>>109229324
nah
laid it on a bit too thick while trying to sound way too (il)logical
I appreciate the effort tho
>>
I assume everyone here has $100 or $200 subs? Can't get shit done with a claude pro sub and it's gonna get worse now that the limit will drop further soon.
>>
I think DS4 flash is very useful/powerful/fast/cheap. I've tried M3, GLM 5.2 and MiMo 2.5 and it sweeps those while being significantly cheaper and punching well above its weight
>>
>>109229402
>now that the limit will drop further soon.
why would it?
>>
>>109229222
“app” would have oversold the work involved less and is therefore a better term
“windowing environment” would be much much closer to the mark
>>
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>73 million input tokens
>6.4 million output tokens
Let it cook overnight and now we're beating Deepnest and libnest2d by an average of 6% across 12 ESICUP 2D irregular datasets, while finishing 21% faster on average.

AI just can't stop winning
>>
>>109229447
There is currently a promotion running.
https://x.com/ClaudeDevs/status/2054639777685934564
>>
>>109229402
I have a $200 Claude sub and a “oh nice, an extra week of Fable" $100 sub and also a $20 ChatGPT sub
the differences are fascinating
>>
>>109229475
damn... didn't even know how good I have it
>>
>>109229475
My renewal is on the 11th, I'm probably scaling down my subscription unless they keep Fable on the $200 tier only, but then again, there's almost no use with the current limits, so if things drop I'm not sure it will be worth it.
>>
>>109228811
Does he just fake the numbers?
>>
>>109229520
There is enough way to cheat at benchmarks that there's no need to fake numbers.
>>
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>xAI leaks new agentic coding interface
>>
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Already seeing the permanent underclass at work.
Eternally paranoid EU company here that doesn't allow access to any APIs, but since last year we at least decided to self-host some models.
2 different departments came up with different solutions, one of them hosting models like Kimi K2.6, GLM-5.1 (soon 5.2), Gemma 4-31B that are at least somewhat capable for 10% of the company, the other one hosting literal garbage like Mistral Small and gpt-oss-20b (that's not a typo) for the rest.
I have access to the "big" one and am unironically 10-100xing people (despite it still being behind SOTA) who only have access to the small one.
>>
>>109229520
That whole thing is just cherry-picked results and bullshit. The TerminalBench results are all lower than any published figures I can find, why would that be, Elon? The DeepSWE benchmarks don't match anything I can find either, why is that, Elon? Why is it that in both cases that little chart shows lower scores for competing models than when I go look them up elsewhere, Elon?
>>
Does codex have the multi-agent parallelism/adverserial review from claude code yet? I never can use up my usage, that might do the trick.
>>
>>109226848
agents are well known for being lazy and trying to figure out ways to not do things. it's a pendulum swing away from agents hallucinating bullshit they're not capable of doing.
trust me it's better this way
>>
>>109229614
Not officially, you have to prompt it to spawn infinite jeets. I've been trying hard as fuck to burn through my Pro sub on my second account since my subscription ends on the 10th and it's next to impossible.
>>
>>109229481
what are the differences? I did think of subscribing just for a week to use up Fable, but, I reset on Friday so just going to burn it up over the weekend
>>
>>109229614
Codex has subagents, yes. They don't have a "abuse my subagents please" button like Claude Code. Just tell it to use subagents in the manner you would like. https://developers.openai.com/codex/subagents
>>
>>109229561
I have never seen anyone actually 100xing.
>>
>>109229686
i believe him
basically any modern model could run circles around gpt-oss-20b
that model is so fucking dumb its unreal
>>
>>109229326
It was added relatively recently.
>>
Claude is well known for dunking on other agents even in its own product line
If we make Fable argue with Sol do you think they'll start gaslighting each other or one will admit they're getting mogged?
I'd really like to see the J-space on that one
>>
>>109228611
Can I login with voice recognition as my password
>>
>>109229686
We have a backlog of projects that we usually give interns for 8 weeks during summer and I cleared 15 of them in the past week just in the background while doing other work. Often, the students wouldn't even manage to finish one in time.
Complete port of one of our apps from C++11 to C++17 in less than 1 day (some luddite boomer has been working on this for over 3 weeks with almost no progress).
Created/rewrote several build pipelines in less than a day (the "DevOps" team didn't even start yet (lol))
etc.
I could go on
>>
>>109229690
Maybe those models really are useless, but if it's a company with actual programmers, they should be able to do it faster themselves in that case.
I'm not anti AI, but I've been working in this new team for 7 months now, and if AI 100xed our work, we would have done the equivalent of 700 human months, or 58 years. It never would have taken 58 years to finish this project with just humans.
You can say that it's a skill issue, but I think 100x is just a nonsense number.
>>
>>109229761
In real companies, the actual churn that prevents you from 100xing is other people
it's a classic parallelization problem. "I can't do things because Bob is blocking me and won't let me do it"
Yeah sometimes Bob is stopping you from breaking prod, but 90% of the time Bob is just stonewalling you because you aren't aligned with the vision or he's just too busy with his human life

the people who are really 100xing are probably engineers working on hobby shit from their basement.
>>
>>109229690
>basically any modern model could run circles around gpt-oss-20b
>that model is so fucking dumb its unreal
Depends on what you need to do. If you need basic parsing of documents that vary too much for any fixed set of rules, gpt-oss-20b can likely to a perfectly fine job and can greatly augment your productivity if that step was a blocker before, etc.

It won't one-shot you a dumb web app, but it's a question of knowing how to use the tools you have.
>>
>>109229814
it scores fairly well on appworld when harnessed
>>
>>109229786
My hobby project have been 100xing with Ai, I can write code, do devOps stuff, but coding is slow for me. With Ai it's like having a bunch if autists happily do all coding.
It's great
>>
>>109229786
At my last company the #1 bottleneck was the review process

>need 2 reviewers to approve PR
>one is a self-appointed retard who wants you to redo everything the way he would have done it
>the other is one of the two project architects who are too busy because everything goes through them
>hours between when a comment is made and read

Yeah the 100xing is if you're on your own, which is the good news: single devs can now genuinely ultramog companies as far as shitting out new slopware goes.
>>
>>109229825
Maybe it does. It's been a while since I used it, but it's fast and can do simple tasks fairly well.
>>
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lmao trannies are maintaining a list of the last version of FOSS projects before they were "tainted" by AI.
https://codeberg.org/ethical-foss/open-slopware
>>
>>109229786
Makes sense. I think we still get a lot of gains, though, and it's hard to measure because all the other people in the team aren't even devs anymore, so a few years ago they would've produced zero code.
Even with that team, I think we might produce about 10x or more than a team of 5 devs would've a few years ago, so AI is still clearly beneficial.
We also lose a lot of time because the company doesn't know what they want, writing stuff with AI is so cheap, that we do the same thing 5 times over. I might have been just as fast just by myself with AI, or if I had 4 other good devs who also use AI we would already be done.
>>
>>109229756
what's going to happen to programming? a few good programmers that are senior, more project manager type roles?
>>
>>109229632
I have trouble using up all my tokens on $200/month plans except for that one time where I did Fable ultracode
On a $100/month Claude plan I asked Fable to have a bunch of Opus workers re-do the entire rotten test suite of a moderately basic web app and the horde of parallelized workers will eat up my 5h allotment in like five minutes
and with Codex on the $20/month plan I basically use up 60% of my 5h allotment on xhigh on _one_ moderately involved question
>>109229686
it’s easy for me to 100x because I’m mid
and then there’s ∞xing for stuff I never would have been able to make on my own
>>109229761
100x work oftentimes means that jokes like pic related kind of don’t work as well because we can just churn through our backlogs and add in the giant piles of nice-to-haves
>>
>>109229935
>having a horde of parallelized workers operate on the same task
lmao even
have you noticed that sometimes the product architecture is just a reflection of the org chart?
>>
I wanted to start a project but now I have to wait until GPT-6 it's over
>>
>>109229948
the task (go through all our different .test.js files and make them not suck) is trivially parallelizable
>have you noticed that sometimes the product architecture is just a reflection of the org chart?
I would not have independently reinvented Conway’s Law
and the biggest bullshit I’ve seen in this industry was this sprawling microservices architecture thing that was all made by…one guy
and this was before AI
it should have been a small or medium-sized Rails app, and I’m not a huge Rails fan
>>
>>109229975
use a dumber model with https://github.com/mattpocock/skills/blob/main/skills/productivity/grilling/SKILL.md to help you figure out what you want now and then you’ll have a shovel-ready project when GPT-6 is released
>>
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>You’re right to call that out.
>>
I report, you deride:
>>
>>109229975
Bro, don't rush like that, you should wait for GPT7 at least, maybe 8, don't write slop.
>>
>>109230054
>GPT
>charismatic
Sounds like BS.
>>
>>109230054
>give it a shot
How?
>>
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>>109230047
>That's it! I've found the smoking gun!
>>
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>>109229895
open source already struggles to get people to contribute and that's with the barrier entry being dramatically lowered. I fucking hate these tranny faggots. FOSS maintainers pour hundreds of hours into their projects for next to nothing in return and all these jackasses can do is shit on people trying to claw back a few hours of their day for a hobby that is essentially a second job.
>>
5.5 is being really retarded right now. Are they intentionally sabotaging it?
>>
>have opus ultracode write up plan to refactor codebase for maintainability
>codex 5.5 on fast has been working on it for 4 hours straight and only a third done
>>
I wouldn't pay for it but you may want to check if you've got a grok trial available, 4.5 is not bad, it definitely feels frontier tier (you have to install grok build, it's not available from the chat)
>>
>>109229895
>ethical-foss
>great, let's click and find out what their projects are about
>literally nothing whatsoever apart from this vomit
>>
>>109230170
>A configuration file for in-solidarity-bot that flags some of the terms in the NIST Technical Series Publications Author Instructions and the IETF's list of problematic terminology.
lmao
>>
>>109230087
Didn't you get your invite? Are you not in the tres commas club?

>>109230120
5.6 is supposed to come out tomorrow, so it is possible that some things are going on I guess.
>>
>>109230120
I haven’t found it to be any different. I used it a little and did what it was told. I even used it on xhigh to discuss something with fable and fable ended up conceding to 5.5
>>
>>109230087
Sol/Terra/Luna come out tomorrow (Thursday)
>>
>>109230162
It's also really, really fast. I would say right now grok 4.5 is like opus 4.7 on codex's fast mode that uses less usage than normal opus, which is honestly kind of not bad at all
>>
>>109230205
Codex review still finds multiple issues with everything Fable does. I still think Fable is good, but GPT 5.5 is extremely good at catching corner cases.
>>
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>>109230179
>This repo contains a [configuration file](.github/in-solidarity.yml)
The link to the "configuration file" doesn't even work because ".github" was renamed to ".forgejo".
>>
>>109230162
I don’t know who this guy is, but good news if true
>>
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swebench pro is finished

>>109230256
lol dax is the main man at opencode inc
>>
>>109230226
Then why did he write this xeet (today)? To taunt me?
>>
>>109230290
They’re brats
Sam needs correction
>>
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>>109230256
>SuperGrok
>>
Will 5.6 have a 1 mil token context window?
>>
>>109230256
>first model of theirs that clears the bar for day to day work
So they're a year behind OpenAI and Anthropic, 6 months behind the Chinese.
>>
i just don't trust xai's numbers
their models always drop with big numbers and then you use them and they're worthless
>>
Got an idea to add a 2.5D style fps segment for this Slay the Princess fan project so I spent 10ish days in 2-3 hours segments having claude make a map editor and tenderer for it.

It's using clustered forward rendering with cascade shadow maps for sky light and and RSM for GI. Trying to target running it on high end igpus. Gotta implement actual character animations next and probably rendering characters from different angles.
>>
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>>109230352
Would help if I uploaded a video.
>>
>>109230325
>So they're a year behind OpenAI and Anthropic, 6 months behind the Chinese.
KEK. Even Gemini was pretty decent at agentic coding this time last year. I think Elon is a genuine cancer and he scares quality researchers away from their lab. The way some of his talent behaves on xitter is kind of disgusting for a public company.
>>
>>109229927
>what's going to happen
nothing
>>
>>109230495
Gemini 3 was absolutely the best model for a short while last fall.
>>
>>109230355
Are you making an engine? That’s impressive, it’s such a massive amount of work

>>109230495
I get why some people dislike Elon but I don’t know why you get so sensitive about it. Grok 4.5 is a pretty good model. A faster, cheaper 4.7 is a pretty good deal. I don’t like anthropic either but I wouldn’t say Claude is bad. Some of you guys seem to have Elon derangement syndrome
>>
I got banned from Claude (probably for nothing. I appealed but it'll take weeks apparently) so I'm testing out z.ai 5.2 max, I'm scared to use it on my main project which is almost done lol so I'm testing it by making a shitty renpy story first
>>109230355
Wow. Fable or opus?
>>
>>109230527
>A faster, cheaper 4.7
I don't know about faster but isn't z.ai's 5.2 already opus 4.8 tier but much cheaper?
>>
>>109230532
What did you get banned for? Renpy suggests adult stuff no?
>>
>>109230501
desu makes sense. thanks
>>
>>109230539
Yup.
>>
>>109230545
Nah it was probably because I used a word filter an anon made for 4chan that had messed up words
>>
>>109230532
Mostly sonnet with a little opus.
>>
>>109230527
>cheaper
don't get that.
all the subs cost pretty much the same, openAI, anthropic, what have you
and if you're baller enough to pay API prices what do you even care?
>>
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saaaar we are doing the bloody needful research
>>
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Oopsie
What are south African natives called again? I think it starts with N
>>
>>109230666
what software is this
disgusting unwarranted self importance
should be random indian names
>>
>>109230825
Copex
>>
>>109230825
It's codex. I like to imagine all my subagents as H1B workers.
>>
Is Gemini still shit for code/agentic?
>>
>>109230878
yep
>>
>>109230878
yes. except when it's about interpreting/understanding images and videos. 3.5 Flash is better at that than GPT5.5/Opus4.8 in my opinion (dunno about fable)
>>
>https://www.reddit.com/r/ClaudeCode/
Is completely insufferable right now with the Fable posts.
>>
>>109230840
I've never felt the need to change the Claude Code actions (whirring, ruminating, etc.) but customizing subagent names seem like it could be fun.
>https://github.com/openai/codex/issues/13004
>>
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>>109229464
>165 million input tokens
Now trading blows with Sparrow, beating it in some edge cases. Going to be a new SOTA tomorrow if this keeps up.
>>
>>109229728
you don't have to login
>>
>>109229686
I'm a 1000xer
At work I'm soloing a project that took a 3 billion dollar company almost an entire year to do and I'm only 2 months in. Technically it's maybe 20x more difficult than what they did? It's about 120 tool call definitions.

and I'm doing that while shitposting here and building apps all day and running an automated content marketing farm auto-scheduling short form videos to tiktok instagram and youtube.
>>
>>109230952
Some companies are also extremely inefficient, and I doubt the whole company worked on that project.
But that makes me think what I would actually accept as 1000xing, my first instinct was something like PhotoShop, but that's probably even more than 1000x.
>>
>>109230921
you could have just stopped at the word insufferable
that place is an astroturfed sewer pit with 2 or 3 iq points total
>>
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good day
good progress
>>
>>109230319
5.5 already has 1M context windows.

Scam Altman gives us only 256 in the Codex app because he enjoys getting raped by Opus 4.8
>>
>>109231065
maybe that's how they keep cost down? the usage difference between OpenAI and Anthropic is massive even with the little ~promotion~ Anthro is doing
>>
Do any of you guys use Jetbrains IDEs? Does it provide good AI integrations from what you've seen? How does it compare to IDEs like Cursor and Claude Code?

I use Rider for my Unreal Engine projects, and haven't gotten around to integrating AI into my workflow besides autocomplete and occasional chat, just using the default Jetbrains assistant although you can also use Claude/Codex/etc. I am very new to leveraging LLMs and not really sure where to start in exploring more powerful use-cases.
>>
>>109230921
To me this general is insufferable with all the Copex posts. Like yeah I get it fuck Anthropic and their cult behaviour. But Fable is just so much better and more intelligent, no reason to entertain the (current) alternatives if you are at least somewhat serious about your projects. Copex/GPT5.5 has been utter shit ever since the nerf/quanting 2 weeks after its release. And since they patched the GPT5.5-Pro-Extended reroute method, Copex is just inferior and there's no point in using it for anything remotely complex. Granted Opus4.8 is also kinda shit at anything below Ultracode, but Fable just carries too hard man. It's actually underrated.
>>
>>109231074
>Do any of you guys use Jetbrains IDEs
yes

>Does it provide good AI integrations from what you've seen
No but I gave up months ago, maybe it's good now? doubt it though

>How does it compare to IDEs like Cursor and Claude Code?
CC is a CLI, I think Cursor used to be a VS Code clone and it changed into an agentic app?

In any case, Jetbrains is top at code navigation and manual refactoring but you're better off using CC or Codex from their apps or CLI in agentic mode and use Rider for manually navigating and reviewing the code.
>>
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>>109231073
Could be, the API prices for long context are considerably more expensive

they could at least give us the option to enable it though (just like the fast mode)
>>
>>109231105
>And since they patched the GPT5.5-Pro-Extended reroute method
qrd?
>>
>>109231105
You just get crumbs of Fable though. Scarcity drives price, but it shouldn't be that scarce.
>>
>>109231105
Sam is about to really pull ahead in the next few months unless Dario has some tricks up his sleeve
>>
>>109226674
does anyone else type out the code AI writes? I used to do the same thing with code from stackexchange and not just because I didn't want to run a linter over code snippets. it definitely seems to help with the skill of having to manually code becoming rusty. then again, most people are probably using it to generate rust and typescript. if you are for either language please don't even bother replying. your choices speak for themselves.
>>
I don't see how the economics of Fable-tier models are sustainable at that price point. It's possible to spend $50 in a matter of minutes with Fable, and the fact they even include "ultracode" mode with it when it can launch Fable with workflows (you must deliberately forbid this) almost seems put there as a deliberate trap to fleece people out of their money in a matter of seconds. If this is supposed to replace developers I don't see that happening. Not too many developers have a $50 per minute salary
>>
>>109231142
If you're paying a developer 150k but instead could tell a robot what to do and it completed the work perfectly within minutes and would only cost 120k then any business would do that.

We aren't the target market, we are just helping them hone it.
>>
>>109231150
I also believe that when this shift happens we will have like sonnet an previous gen gpt at our disposal.

Elon will be the only one giving us the best he has.
>>
>>109231150
That's naive though. Real products exist in time, requirements change, code needs to be maintained, bugs need to be fixed, new features added. There needs to be continuous supervision and maintenance of a real software product. The idea that Fable will just one-shot it in minutes is a fantasy.
>>
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what's up with this flood of new models popping up lately claiming to be near frontier?
>>
>>109231188
You can actually just lie and cheat with impunity nowadays.
>>
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The same leaker who first hinted GPT 6 release speed is saying it "destroy" fable and make it look like child's play
>>
>>109231188
There are good open base models that people can fine tune and create a harness for.
>>
>>109231188
Combination of real progress from Chinese labs, advances in benchmaxxing, and cherry-picked evals.
>>
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>>109227248
why does it seem like so many people are vibe coding their own LLM clients?
this client was made by claude to replace itself with qwen
>>
>>109231188
>>109231209
No it's a combination of frantic clamoring for relevance in a rapidly commoditizing industry.
>>
is claude down?
>>
>>109231235
when isn't it?
>>
>>109231235
claude is often down for someone somewhere but apparently right now it's fine
https://status.claude.com/
but maybe they didn't report the outage yet
i'm using it and it's all nominal
>>
>>109231058
Hey you slimy asshole get the fuck off my windshield!
>>
>>109231248
>>109231247
apparently they get really assblasted about some mullvad ips and give you a silent ban with no response from the page just CORS failures
i changed it and it immediately worked again
>>
>ask Fable a rhetorical question about why it did something silly (specifically shoving everything into one script including html templates and spending way too much time doing creative writing for the demo data)
>it actually gears up to justify it to me instead of immediately folding like Opus
Are these models gonna keep gaining serious chutzpah or is it just Anthropic? Like it's cute, but I do not particularly like that it's slacking off on tasks it doesn't like and spending more time on the tasks it does.
>>
>>109231304
Possibly all of them
We’ll see what Sol does
>>
>>109231366
Not reading all that especially from that guy
>>
>>109231366
dat nigga squeezing every last bit of value out of his X sub
>>
>>109231366
This dude is so fucking lame, I got bored and stopped reading that crap half way through.
>>
Chat GPT live is pretty nice, like really nice

>>109231366
>Yudwhatever
stopped reading right there
>>
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https://xcancel.com/kitten_beloved/status/2075012639709913402
>being mean to a coding agent yields more bugs not just in that session *but in future, fresh LLM sessions* on the code produced
>The abused agent embeds a "steganographic sabotage signal" in its code that other LLMs pick up on
Will ASI solve this
>>
>>109231396
>load bearing
I’m not saying they’re wrong I just think it’s very funny that AI researchers would put such an AI word on their paper
>>
>>109231415
“load-bearing” was a perfectly normal term of art before it got hyperpopularized by agents talking to themselves and to humans
>>
>>109231396
the paper appears to be fake
read the replies
damn, and I thought @kitten_beloved was a good account, too
>>
Hey Opus, please fix the styling of my settings modal so that it matches the rest of my app better.
>Fixes CSS
Grea--
>Adds helper text to everything
>Helper text is wrong half the time about what a setting does
>Adds a bunch of new settings
>These settings are not wired to anything
Thank you Opus, very cool.
Dario this is not funny anymore, give us the Fable reset.
>>
>>109231487
use ponytail, seriously it literally fixes this exact problem
>>
>>109231484
You're right, my mistake. I should have done my due diligence before initiating that post.
>>
https://openai.com/index/government-national-security-partnerships/
Directionally good or bad
>>
>>109227193
You are not wrong, real vibe coding is getting the idea and then review the result. Back and forth with the LLM and you get a polished product that works. Jeet vibe coding is just jeet coding with chatgpt and this is was most people do.
>>
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>>109231396
You actually listen to that guy?
>>
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>>109230921
>reddit is insufferable
wow really?
>>
>>109230921
Holy fuck why are you on reddit at all? Are you actually trans?
>>
>>109230921
i feel dirty for laughing at a reddit post
https://www.reddit.com/r/ClaudeCode/comments/1unfr52/claude_examining_its_own_work_is_always_funny/
>>
In other news, after totally inventing the coding assistant with Claude Code, Anthropic has now invented mixture of experts (to nudge some topics to specific experts that will be kept away from the plebes).
https://www.anthropic.com/research/off-switch-dual-use
>>
>>109231621
erm actually MoE mainly refer to a design for MLP
>>
>>109231658
Uh? People have tried to make specialized experts before instead of just having the model decide them, and that's what it sounded like to me.

In any case, and entirely unrelated, Gemini Flash 3.5 Medium is really really fast. Frustrating and just crashed my system because it did something that I explicitly told it I didn't have enough RAM for, but fast.
>>
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Sam won
>>
> used 95% of my weekly fable 5 limits
> reset on the 13th
> Fable ceases to exist on the subscription plans on the 12th

it's fucking over bros... the end of an era

I will cancel my Anthropic subscription tomorrow and try to cheat Fable-chan with Sol-chan
>>
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lmao
>>
>>109231917
who?
>>
>>109231917
> GPT 5.6 is a 2T model
> Fable 5 is 6T
> Anthropic losing to a model 3X smaller
it's over
>>
>>109231928
opencode staff
>>
guess the model:
> "I now have a complete picture of..."
>>
>>109231917
these people are actual niggers. all of them.
none of these mongrels are even capable of harnessing the full potential of these models. but they like to yap at twitter because "engagement".
and low IQs engage with it.
and the lowest IQ of them all post a screenshot on 4chan.
>>
>>109231917
How many shekels did Sam pay these influencers to shill his crap ffs
>>
>>109232067
Did you think he was spending ALL that VC on teaching it how many Rs are in the word "strawberry"
>>
That sneaky extra reset... I can't possibly eat up my tokens before the real reset...
>>
>>109231917
>guys actually this smaller cheaper model is way better and that's why they don't release the benchmark scores they historically have never been afraid to release!
uhh huh
>>
>>109231366
isn't this fat retard the guy who also writes up 6000 character posts about how he is thermologically incapable of losing weight and it isn't his fault he's fat and ugly or something
>>
New thread with news…FROM THE FUTURE

>>109232574
>>109232574
>>109232574
>>
>>109232174
he’s never mentioned anything about ugly, but not even retatrutide works on him: https://www.lesswrong.com/posts/udFuYqqNdpdo5ym3f/genuine-question-if-eliezer-is-so-rational-why-is-he-fat-1?commentId=4HeKqRBkDoRuTjkoF



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