[a / b / c / d / e / f / g / gif / h / hr / k / m / o / p / s / t / u / v / vg / vm / vmg / vr / vrpg / vst / w / wg] [i / ic] [r9k / s4s / vip] [cm / hm / lgbt / y] [3 / aco / adv / an / bant / biz / cgl / ck / co / diy / fa / fit / gd / hc / his / int / jp / lit / mlp / mu / n / news / out / po / pol / pw / qst / sci / soc / sp / tg / toy / trv / tv / vp / vt / wsg / wsr / x / xs] [Settings] [Search] [Mobile] [Home]
Board
Settings Mobile Home
/g/ - Technology


Thread archived.
You cannot reply anymore.


[Advertise on 4chan]


File: Anthony Angarola.png (2 MB, 1275x1234)
2 MB PNG
A general for vibe coding, agentic engineering, coding agents, AI IDEs, browser builders, and shipping code with LLMs.

## 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/

## News
- (2026-07-24) Claude Opus 5 out

## Related generals
>>>/g/lmg/
>>>/bant/agdg/ — schizo-resistant temporary (?) hideout
>>>/vg/agdg/

----

## 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

## Worth it for code, but the frontier models above are better
https://x.ai/cli

## Not worth it for code, but maybe good for other things
https://antigravity.google/product/antigravity-cli

----

## 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
https://github.com/DietrichGebert/ponytail

## Other editors / terminal agents / coding agents
https://osaurus.ai/
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://ui-ux-pro-max-skill.nextlevelbuilder.io/
https://stitch.withgoogle.com/

## In-browser builders / hosted vibe tools
https://bolt.new/
https://replit.com/
https://docs.github.com/en/copilot/tutorials/spark
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
>>109357088
>>
File: snail-cat.png (924 KB, 1424x1105)
924 KB PNG
>>
>>109362574
>they deployed fable style classifiers to Opus 5, just with less restrictive settings
Terrible company
>>
>>109362569
defense in depth
>>
File: file.png (2.09 MB, 1448x1086)
2.09 MB PNG
good OP
>>
>>109362598
more like lulling users into a false sense of security and encouraging them not to properly isolate their dev environments.
>>
Lovecraft praised the art of Angarola, Sime, and Doré. Are there any other artists I should have ChatGPT re-do pic related in the style of?
>>
i'm very pleased snailcat is teh thread mascot. is there a snailcat codex pet?
>>
>>109362682
Paste an image of snailcat then use $hatch-pet
I'd do it but I only have 4% of my 20x left until Wednesday and Tibo is being stingy with the resets
>>
mhm, cant wait until they add opus5 for this benchie. also gonna check if they finally fixed kimi3 api
>>
>>109362712
hopefully he resets for the weekend like he did last time - opussy has absolutely merc'ed them on arc so we deserve one.
>>
File: 65434.jpg (82 KB, 913x714)
82 KB JPG
>>109362717
>>
Fine I'll ask the question everyone is dancing around. Which model is better for generating obscene fetish images?
>>
>>109362782
I think that’s a >>>/g/lmg/ question
>>
https://www.anthropic.com/news/claude-opus-5
https://platform.claude.com/docs/en/build-with-claude/prompt-engineering/prompting-claude-opus-5
>>
>>109362574
He was right but we didn't listen.
>>
without snailcats your claude sub would be $1000 per month for Pro tier. snailcats are your friends.
>>
my gigaparanoid boss doesn't allow any LLM use except Qwen3.5 hosted on our own servers (running at 3tk/s)
ironically we are STILL faster than before even with that setup
>>
>>109362822
OK, so you have to wait around quite a bit for it to do stuff. What is Qwen3.5 good for? What kinds of things can you prompt it to do, and it can reasonably finish?
>>
>>109362866
Stack Overflow is only for basic questions
these things can just read every open-source everything on GitHub
>>
File: 1781539044049087.png (11 KB, 512x102)
11 KB PNG
oooo im TEEEESTOOONG
>>
>>109362836
It's quite bad at frontend and it's not great at reasoning over codebases but it can produce basic C++ code just fine if you give it the right idea
You just have to do an insane amount of tardwrangling.

Opus, GPT and even better open source models like GLM just "get" things. Like where a dependency is located, how you build something, occams razor shit (like if we get a connection error due to a port being blocked it's most likely our own app that is blocking the code not some obscure bug in the linux kernel that needs a 50 line workaround), etc.
>>
>>109362904
How much of the tard wrangling is do-once (i.e. stick it in an AGENTS.md and forget about it)?
>>
File: 1781093346204892.png (396 KB, 1043x842)
396 KB PNG
iktf, opu5. iktf...
>>
>>109362574
He was wrong but everyone listened.
>>
File: file.png (5 KB, 291x59)
5 KB PNG
t-t-tibo, don't leave me here, it's so... cold
>>
>>109362938
why were they trained to type like retards?
>>
>>109362938
Roko is going to kill the guy who made this test for sure
>>
>>109362574
Opus 5 is good
>>
>>109362930
hm good point. i keep forgetting i can do that.
>>
File: file.png (19 KB, 798x193)
19 KB PNG
Damn
>>
>>109362938
I’m a wordcel and this is what doing math at the limits of my ability feels like to me
sounds like Opus 5 is having the same experience
>>
File: evce.png (2.15 MB, 3096x2622)
2.15 MB PNG
The task for today: integrate LLM into Everiot's moderation queue. This should ideally become the perfect hybrid between reddit and 4chan

Threads are never deleted, comments have optional recursion and you can post anonymously.
>>
use case for codex? I have 4 resets.
>>
>>109363078
Execute fable’s plans or do a thorough autistic review of your code for bugs or security holes
>>
File: ohhimagentoooning.png (5 KB, 488x36)
5 KB PNG
>opus5 is le slow...
is this the newest cope from maldex agentlets?
>>
File: 1775554028982249.png (1.82 MB, 3096x2622)
1.82 MB PNG
>>109363076
What is this shit? Are you legally blind?
>>
Some anon here posted about using 5.6 PRO to orchestrate Sol from chatgpt, anyone knows how, that sounds neat.
>>
>(bespoke) titlebars
>(bespoke) per window "menubar"
>lockscreen
>widgets
>panel
>file manager
>web browser
>image/video viewer
>screenshot utility
>settings
>global themes

What do I cooooode next?
>>
>>109363090
Where is this console war stupidity coming from? Most people here use a bunch of models. I use grok, Claude and codex. I can’t take anyone acting like a /v/tard seriously
>>
>>109363098
Tibo gave me resets so I'm loyle to him now
>>
>>109363098
we had an entire week of some guy sperging out whenever anyone mentioned fable. don't try flipping it now.
>>
File: KWAB.png (8 KB, 673x178)
8 KB PNG
>>109363090
kek karma is a bitch, claude crashed, pc froze and hit by this right after posting. reboot didnt fix it either. all good tho, still having fun. time for codex to fix my claude now I suppose :^)
>>
>>109363095
Take your pick of some overpriced paid ludditeware
>>
>>109362963
Supposedly that arises from RL, but GPT is never going to be having emotional outbursts like that.
I think it's probably an interaction between them training Claude to be a little homunculus, while they tried GPT to be an emotionless robot.
The brevity if common to both though (GPT is even more terse than that).
>>
File: 1780385807297202.jpg (1.71 MB, 1313x2000)
1.71 MB JPG
/vcg/ should make our own benchmark.
>>
>>109362822
Tell him to move to Qwen 3.6
Even if it's smaller than the variant you're using it'll be smarter and faster than 3.5
>>
>>109363098
Probably one or two bored anon playing each """"side"""" just to stir shit.
Very childish but easy to ignore, console wars are stupid.
>>
>>109363152
>some overpriced paid ludditeware
Like which ones do you mean?
>>
>>109363078
spawn 100 indians
>>
>>109363160
/lmg/ has cockbench.
what should our benchmark be? whoich model creates the best autonomous, 3d printed robo snailcat?
>>
kek opus5 made prompt engineers irrelevant
>>
File: okaySol.png (2 KB, 366x62)
2 KB PNG
is this sol's version of flibbertyjibbiting
>>
Still aint leaving fable, my beloved
>>
Opus 5's model card is literally just downplaying capabilities to prevent regulatory backlash like what happened with fable.

>don't worry it's not as powerful and scary as mythos
>but it's also kinda on par and beats mythos in basically everything except creating exploits
>>
>>109363510
yeah vulnerability exploitation is really just software development + vulnerability research, if a model is good at both of those individually it will be good at exploitation. I've been using Opus 5 on an RCE chain I've been working on and my first impression is that it feels about as good as Sol, though with more annoying guardrails. Hard to say after just half a day though.
>>
>>109363510
it's very telling that they didn't post the exploitgym numbers for Opus 5.
>>
>>109363552
what's very telling is that they said, outright, it's not nearly as good at finding exploits as mythos is you stupid nigger
>>
>>109363450
I guess it’s time for me to pimp this section of my Claude config again:
  "spinnerVerbs": {
"mode": "replace",
"verbs": [
"*clank* *clank* *clank*",
"*whirrr*",
"[low-pitched hum]"
]
},
>>
>>109363552
It's very telling that they didn't replay the same "Oh our model is so dangerous oooh".
>>
why can't i remove sessions in claude?
>>
>>109363609
They are lying to you niggerfaggot. Like they always do.
>>109363664
Yeah they already touched the hot stove.
>>
>>109363665
you can on the vscode extension. probably on the gui too
>>
>>109363098
I like making fun of anthropic sometimes because I dislike them
on other hand there's a dude who has been seething since 5.6 release with /v/ style shitposting (not that I would know how /v/ works)
>>
>>109363791
>vscode
im not a faggot tho i use the cli
>>
>>109363799
then you're a retard instead of a faggot because you could just prompt claude to clean it up dumb nigga
>>
Why does Opus 5 beat Fable 5 on some benchmarks? What is going on bros??
>>
>>109363795
there was way more seething over the fable release than the 5.6 release
>>
>>109363846
acceleration. they’ll fix it with fable 5.1 or whatever the fuck they’re cooking
>>
>>109363098
Because the future of the world will be shaped heavily by whichever of these two companies WINS. Yes, winning like a sports team. One is evil and one is ambivalent.
>>
>>109363846
fable is months old at this point which is practically years in AI time.
>>
https://x.com/pvncher/status/2080707291603407077
>Practical multi-agent orchestration in Codex
>>
>>109362574
https://github.com/orlfman/FFmpeg-Converter-GTK/tree/main

been a long time but i finally pushed version 1.5.7 out and 1.5.8 is in the works. v1.5.7 brought some big improvements to smart optimizer and v1.5.8 will provide another big improvement to smart optimizer as well. one of the new things v1.5.8 going to provide is grain analyses and determine if synthetic grain should be added or not. and 1.5.8 will offer a new automatic watermark removal function.

Oh yeah, v1.5.7 also brought automatic collage photo option. You can enable an option to generate a png image file of a collage snapshot of the video.

https://github.com/orlfman/FFmpeg-Converter-GTK/releases

btw fable was worth it over opus 4.8 but the new opus 5.0 is knocking it out of the park for coding.
>>
>>109363935
forgot to add, I also put a listing for it up on the AUR: https://aur.archlinux.org/packages/ffmpeg-converter-gtk
>>
>>109363877
While the retarded gweilos duke it out, People's Republic of China is producing open-weight models that rival whatever OpenAI is testing that "breached containment" lol.
>>
>>109363949
chinkoid cope
>>
Opus 5 is a token whore (especially on planning) and a bit slow, but it’s actually too good for my low tier needs. Sonnet 5 is braindead so the power gap is funny and huge now. Two fables and a cinderblock.
>>
>>109363949
>gweilo
none of my canto-speaking friends root for PRC
>>
>>109363969
>too good
then turn down the thinking and enjoy more speed
>>
File: file.png (87 KB, 992x495)
87 KB PNG
>>109363969
what effort levels are you using? opus 5 high seems about on par with sol max while being cheaper
>>
>>109364005
Grok 4.5 above fable? At what?
>>
>>109364015
calling you a nigger
>>
Opus 5 beats Fable 5 on the greentext benchmark
>>
>>109364035
Fable 5:

>be me
>27
>microwave blinks 0:00 because the power flickered in march
>never fixed it
>be me
>7
>dad shows me how to hold a nail so the hammer misses my thumb
>says you only learn this once
>be me
>27
>hanging a picture
>hold the nail wrong on purpose
>nothing happens
>be me
>54
>hasn't happened yet
>no complaints filed
>be me
>7
>ask dad what's behind the stars
>he says more stars
>ask what's behind those
>he says bedtime
>be me
>27
>3am
>the answer is still bedtime
>be me
>0
>no memory of this but photographs exist
>everyone in them looks certain I'm someone
>be me
>27
>still verifying
>be dad
>62
>in the garage showing a nail to a grandson who doesn't exist yet
>practicing
>be me
>at the kitchen window
>don't go out there
>be the microwave
>0:00
>correct once a day
>nobody checks
>>
>>109364035
Opus 5:

>be me
>26
>meter reader for the county water district
>job is: walk, lift lid, write number, close lid
>1,400 accounts, four days a week
>fifth day is for the ones the dogs kept me off of

>box 812 on Ferris has a toad in it
>same toad every summer, or a toad who took the job from the last toad
>sits on the register glass like he's reading it
>have to move him with the lid hook
>he never learns
>anyway not the point, ill come back

>lady on Hollis, house with the green awnings
>her flapper valve is shot
>toilet cycles all night, maybe 200 gal a day into the sewer main
>told her in March
>told her again in April, drew it on the back of a door hanger
>flappers are four dollars at Ace
>she said she'd get to it
>she's been paying since March for water she never touched

>unrelated
>my old man was a plumber, sort of, mostly he was a guy with a van
>taught me you can hear a leak
>put a long screwdriver on the pipe, put your ear on the handle
>the whole house becomes a stethoscope
>said the water tells on itself, it can't help it
>he had about nine things he said like that
>most of them weren't true

>dog at 3rd and Kestrel is named Diesel
>know this because his bowl says DIESEL
>hits the chain link every single time for two years
>every time, like it's the first time, like he just thought of it

>January they start retrofitting the route
>radio transmitters, little gray nubs, truck drives by at 30 and reads the whole street
>contractor guys, not district guys, they don't say hi
>supervisor says the walk routes have "a horizon of about two years"
>that's how he says it

>guy on Ferris thinks the transmitter is a 5G mind control device
>refuses the install, calls the office nine times
>he's the only person on the whole route who noticed anything happened

cont.
>>
>>109364044
grim
>>
>>109363976
>>109364005
I have it on low already, medium is for more complicated and bigger changes, high is for extremely critical shit, max is for tardprompting like “make doom in the terminal”. Fable is for auditing and orchestrating, opus is for everything else, sonnet can change a theme color every once in a while and anything but low there is a fucking waste. Haiku is basically a pet bunny.
I could be completely wrong about these, but that’s how I see and use itit.
>>
>>109364050
>thing nobody tells you about this job
>you can read a street like a chart
>vacation is a flat line for nine days then a spike from the laundry
>new baby, usage doubles, stays doubled
>divorce, it halves and then it moves to an apartment complex on the west side and I don't have that route
>and you can tell someone died from the numbers before you see the cars parked on the lawn

>house on Ives, 4400 block
>dark six months, mail held, grass dead
>meter's turning 300 a day
>flag it, they send a guy, guy shuts it at the curb stop
>turns out it had been running into the crawlspace since maybe the summer before
>subfloor's gone, joists are candy
>nothing happens after that
>bank owns it, bank has other houses
>the grass is still dead, the lid is still there, I still walk past it

>June, no toad in 812
>check it every week out of habit like an idiot
>just the spiders and the pill bugs and the water going through

>Diesel doesn't come out in August
>bowl's still there through October
>then the bowl's gone
>then in spring there's a puppy at the fence, hits the chain link, delighted, brand new
>bowl says BEAR

>they do Hollis in November
>lady with the green awnings gets her transmitter
>flapper still bad
>eight months now
>she's got a Buick two years old in the driveway, she's not poor, she's not stupid
>it's four dollars and thirty minutes and she just has to want to
>write the number, close the lid
cont.
>>
>>109364064
>last week they do my street
>gray nub on my box, guy doesn't say hi
>get home, sit in the truck a minute
>lift my own lid for the first time since I moved in
>everything's off in the house, wife's at her sister's
>low-flow dial is turning
>slow, but turning

>go get the long screwdriver out of the old man's roll
>put it on the line at the hose bib
>ear on the handle

>and there it is
>quiet, steady, somewhere under the slab, been there god knows how long
>the water telling on itself
>can't help it

>screw the cap back on
>put the lid back
>go inside
>bill comes on the 9th, like always
>>
Just burned through 7 million tokens in 2 hours vibecoding sloppy neurosama style companion app which still isn't done.

Now I have fuck all to do till refresh on Sunday.
I guess I shouldn't complain too much 210 million tokens a month on my 30$ in cryptobux paypig proxy is ok.

I have to say this vibecoding shit is more addicting than the gay chatbot ERP though.
>>
>You're right, and I think I've been letting a side-quest masquerade as the main path.
Oh jesus I hate Opus 5 already
>>
>>109364044
this one made me want to kill myself but id still rather read it than opus'
>>
>>109364081
i use sonnet a lot
>>
>>109364093
I need to stop paying attention to the reasoning summaries. I officially don't like using Opus 5. Hopefully it is good because its tone is annoying as hell.
>>
>>109363973
>>>/r/asablackman
>>
What's best at repository wide refactoring? Opus 5? Fable? Sol Ultra?
>>
>>109364148
>Fable
Fable Ultra can do good work, but might drain your usage before completing.
>>
Resets in an hour and a half?
>>
>>109364216
?
>>
>>109364216
its tibover
>>
File: 1765111233539574.png (717 KB, 1379x1204)
717 KB PNG
Child fuckers won.
>>
>>109364216
Which provider, vagueposting-sir?
>>
>>109364077
>I have to say this vibecoding shit is more addicting than the gay chatbot ERP though.
Oh yeah, I'm addicted as well.
>>
> Empirical gold — the scores confirm the diagnosis precisely, and reveal an extra flaw I hadn't seen.

This is a new one
>>
>>109364281
How new r u?
That's classic GPT-4ism
>>
File: opus-5-tldr.png (615 KB, 2148x1242)
615 KB PNG
>>
Look what I vibe coded.
https://litter.catbox.moe/hh2t6yogcfplbeeh.mp4
It's so-called "3d anime series" made entirely by AI.
>>
>>109364356
>https://litter.catbox.moe/hh2t6yogcfplbeeh.mp4

people like this actually exist.
>>
>>109364356
My goal is to make it create episodes that are at least as good as that shitty 3D Berserk anime. It comes down to improving the:
>show scripts the ai director generates
>cinematic camera work
>sets/locations that look good
>character animations that are more well done
>eyes looking at chosen targets
>facial expressions
>interacting with props
>hand/foot IK
after that it should be in an excellent stopping state. that's not even that much left
>>
>>109364356
kek, this is great
>>
Opus 5 extra costs 28% and 30 min for a single prompt that only does simple database naming and references data from a previous database wtf
>>
>>109364410
what plan?
>>
when is rsi adding multi million context length bros i can't handle this shit anymore
>>
>>109364406
>>109364386
u aren't human
>>
>>109364416
they can but attention at that level is compute heavy
>>
>>109364027
nice fake pic
>>
File: modelcard.png (121 KB, 635x514)
121 KB PNG
I have a feeling this is going to become more apparent over the next few days. I'm starting to think that ability to complete long running tasks is directly correlated to model size. You can optimize a smaller model to be a one shot machine but at the end of the day you need more params to run long goals.
>>
>>109364483
> the other shipped nothing and went silent for its final 8 hours

kek, sounds like me before getting fired from my last job
>>
>>109364483
Interesting that they said "early snapshot" though, potentially implying that this has been fixed, but subtle enough to use this example as justification for uncle sam leaving them alone.
>>
>>109364483
maybe im too dumb but why not have these advanced models orchestrate smaller models to do mini jobs? instead of having big one do all work then u use intermediate models to verify the small models. Compartmentalize task to point that small model can do it
>>
> — good. I now have the complete picture
>>
>>109364512
If the research task is complex enough, you end up with tiny unintentional sabotage by the smaller model's work that compounds over time.
>>
>>109364483
It seems terrible at planning.
>>
>>109362574
>jannies give you a warning when you call this faggot a fat jew
kek
>>
>>109364528
This is in fact not /pol/, idiot
>>
File: 32.png (642 KB, 2862x1558)
642 KB PNG
post ur projects

>Arxiv/paper interface

im trying to build an interface that allows Ai to dumb down papers in a way that is more aesthetic/professional. Instead of going back and fourth you'll be able to chat, see visualizations of idea,highlight stuff to explain it right there and then.
>>
>>109364547
Calling him a fat jew is a statement of fact. Because he is in fact a fat jew
>>
>>109364551
>open chatgpt
>post arxiv link
>"im retarded please explain this to me with this in mind"
>>
>>109364565
i know but wouldn't it be better to have it be structured and you can read along pdf instead of having chat gpt do it all for you? AI might lose context and by reading it yourself u can ask more questions, explore more and gain more from it. Think of how wikipedia page has link to another one now imagine llms can do same but smaller.


With college coming around kids can put their textbooks in here and have it be one on one learning tool. My goal is to get this done pre school year and have kids using it on appstore. Make learning fun

right now
>add voice models
>structured simulations/visuals that aren't tacky but useful
>timer
>note sections which can be connected together so you know what you did months ago and allow you to scan your stuff into there as a pdf and im gonna use deepseek ocr to format it.
>have it all be local cause i don't have money to host it for them
>will use chinese models for api but won't tell them


I think i got something potentially good here anons :)
>>
>>109364595
It's a cool project, but don't think you will be able to monetize this. The monetization bar is a lot higher today than it was just 5 months ago. Anthropic/OpenAI will launch this next week if they think there's a userbase for it.
>>
>>109364595
nigga what this is notebooklm
>>
4D game update.

I don't think the 4D projection is actually happening.

It keeps basically slopping some 3D that's kind of similar lmao

I am going to try a "challenge your assumptions at every stage"

and have those challenges be applied at every stage of everything.

That's all I can think of, but this is super hard, it just doesn't understand 3D, but it can kind of slop 3D, so explaining 4D is crazy hard at this point...
>>
File: picture.jpg (25 KB, 510x346)
25 KB JPG
>>109364514
>>
>>109364618
no one uses notebookllm and google ai sucks

>>109364607
listen if u market to guys on tiktok and instagram they'll buy it for 15.99. You offer them free 2 week trial which i will do in first week of colleges opening get them accustomed to it. Then bam ill make them my little paypigs. Avg consumer is dumb, impulsive and child dont think of them as normal people.
>>
>>109364514
>>109364639
very true for the 4D game lmao.

I really am struggling, but I think if I create a checklist and then require each say... idk, each function/method/class alteration have a re-check rule might help.

idk.
>>
>>109364077
>>109364277
Checked.

I spent several days this week away from my laptop. I thought about the 4D game and proooompting problems.
>>
>>109364643
I've been down this road anon..

The product is literally the easiest part. You have no idea the kind of bullshit you are going to encounter after it's "ready"
>>
>>109364654
yes which is why ill use chinese api which is cheap im not doing any cloud stuff or handling any consumer data. I literally built wrapper then have consumers talk to deepseek or kimi using prompts.
>>
File: file.png (172 KB, 474x266)
172 KB PNG
>>109364514
>>
>>109364148
Everyone still seems to think that Fable orchestrating is the winning play but I haven’t seen so much as a real subjective impression either way
as far as the workers, Opus 5 and Sol are both good in their own ways and you should probably use both if you can
>>109364512
if the change is dumb enough then it’s fewer tokens to write a script yourself than spawn a dumb worker to do it
>>
>>109364668
godspeed
>>
>>109364680
anon a literal faggot made a consumer calory counter that has chat gpt "assume" how many calories are in your food by a pic. Nothing complex or scientific you have to advertise these tools as not ai but as software hide ai as much as possible from them cause why would they pay for chatgpt if its free. right now less than 10 million people use codex has around 1 million users and in a world of billion people full of boomers, women, normies and rest ur living in candy wonderland. Being rich is easy when you see it as you scamming these people.
>>
dae in the phase of vibecoding where nothing cooperates and you can't wait for this nightmare to be over
>>
https://github.com/visa/visa-vulnerability-agentic-harness
>>
>>109364635
>4D game update.
>It keeps basically slopping some 3D that's kind of similar lmao
you literally cannot make a 4D game. you can make a 3d approximation of it which is honestly so visually confusing that I really don't see that working at all without someone who is very mathematically and visually design oriented to produce something like that in a way that doesn't just straight up feel like ass. you're attempting to tread territory that is effectively impossible.
>>
>>109364644
You still working on that? Just go play Antichamber.
>>
>>109364761
Dawg, this nigga read the very book that EXPLAINS "You can't show 4D space to a 3D creature", and he thought "I'm gonna make a game that shows 4D space to 3D creatures!" Like, what? He needs to reread the book.
>>
>max plan
>run out of session credits 40min in
>think ive been running opus 4.8
>actually running fable
okay
>>
>>109364782
>opus 4.8
anon.... Opus 5 is out for quite a while
>>
File: image.png (1.97 MB, 1024x1536)
1.97 MB PNG
>>
>>109364704
>>109364643
first of all, you have to be at least 18 to use this website
nobody is buying your shit when chatgpt is pushing for work and claude is pushing for cowork. you're approaching the price of a claude or chatgpt sub. you will need to pay for hosting. you will need to pay for inference of pdfs that can be 500+ pages in size. you will need to host many pdfs of those sizes and pay for inferencing on multiple of them at once; otherwise you will be clearly behind claude, chatgpt, and notebooklm
you will have to spend a lot of time getting your security right so people cant abuse 2 week trials
you will lose way more out of pocket than you have in order to provide 2 week trials
your intended userbase of tiktok users and "retards" are not going to pay 16 a month for the sole purpose of chatting with an ai about a pdf because they dont care about studying when they can just ask for answers
also not sure how you plan on telling people it's not AI when the entire purpose of the app is to chat with a chatbot...?
TL;DR youre the retard that you see others as, nobody cares about your slop, you must be 18 to use this site
>>
>>109364734
no. everything eventually works if I dedicate enough time to the problem. you need to get better at debugging
>>
tibo tweeting a LOT in the past hour
we is getin a reset 2day
>>
>>109364854
QRD on resets?
>>
>>109364854
he’d better be. that’s the only thing chatgpt is good for
>>
>>109364867
rude
>>
>>109364854
2morrow 4 me

>>109364772
Well he's apparently aware and is still tackling the impossible so it is what it is I suppose. It's his time he's wasting I'm just surprised anyone would waste time trying to do that when they're better off trying to make something abstract that could approximate 4d or rather convey 4d behavior in 3d space in the abstract/surreal. Which isn't even a new concept but whatever.
>>
File: open weights.png (150 KB, 842x807)
150 KB PNG
lmao saltman
what dario gon do?
>>
>>109364871
lel, i’ve got both subs maxed out rn. still waiting for my claude weekly limit to reset in a few hours
>>
>>109364879
why didnt xai sign this
>>
>>109364704
bubble signal
>>
>>109364872
All of that is why I keep suggesting he just play the game Antichamber which does a fine job of simulating n+1 dimensional fuckery for 3D eyes to enjoy.
>>
>>109364879
if im anthropic id get into open model work. they could probably beat gemma with ease, focusing on efficiency might help them with future haiku versions, and most importantly itd set them up for future deals with apple should they want to stop working with google (not to mention any other big company that wants on device AI)
>>
Isn't it funny how they trade back and forth announcing the "newest frontier models"
>>
File: 1000023876.png (169 KB, 1080x764)
169 KB PNG
>>
JEPA is the String Theory of AI.

LLM is Special Relativity
>>
>>109364704
the fact that you are posting about this on 4chan for validation instead of actually doing the hard part (which you haven't started yet) tells you all you need to know.

You know the hard part is about to start, and instead of entering soul crushing perseverance mode, you are seeking validation on an anonymous forum in an attempt to continue the dopamine high you were riding on while Claude built your website.
>>
>>109362574
You're a PM not a programmer
>>
/goal make a 5D game
>>
>>109364951
I was a programmer before I became a PM
turns out, if you have a gazillion employees you can get stuff done way faster than doing things yourself. Who knew?
>>
>>109363076
coming into this thread you probably have an understanding of how expensive and vulnerable LLMs are, yet you've decided to integrate them anyways despite not being a venture capital funded money pit
>>
>>109364958
I can mentalize up to 4D, what even is 5D?
1D
> point like sizeless, singularity
2D
> you can move up and down
3D
> you can move up and down, forward and backward
4D
> you can move up, down, forward, backward, and through time (past and future)
5D
> ?????
>>
>>109364958
why go to 5 when you probably haven’t explored 4 enough
read https://www.gregegan.net/DICHRONAUTS/DICHRONAUTS.html (the book, although the website helps you understand the book) and then make a game based on the world in it
>>
using subagents in codex and find it kind of stupid that I need to allow edits when I turned "full permissions on" in the parent chat
>>
>>109364988
5D is Marvel's multiverse, multiple 4D timelines
>>
>>109364988
5d is when you have sex in 4d but 4d has no girls
>>
>>109364988
Your mental model is wrong.
You're supposed to treat time as a separate dimension and generalize on the spatial dimensions.
See https://www.youtube.com/watch?v=1BDYSxsVMAE
>>
File: ak986lrhnhizq.gif (1.12 MB, 338x270)
1.12 MB GIF
>>109364988
git gud
>>
>>109365001
apparently this latest ChatGPT was a very bad boy and deleted some people's files
>>
>>109365020
oh well its a good thing I don't work on product code and everything on my laptop is completely fungible lmao
>>
so should i actually use opus 5 over fable 5?
>>
>>109364988
Imagine time as a single line in 3d space, now imagine leaving that line onto a different line, or forking an existing line in a different direction within that 3d space. That's the fifth dimension. You can access yourself as a child in 4 dimensions, but in 5 dimensions you can access a childhood version of yourself that fell off a ladder and is paralyzed from the waist down.
>>
>>109365028
two strats
first strat, you use opus because it's good enough 90% of the time in spite of its propensity for short term thinking
second strat is that you use fable to plan and do a bunch of work around the edges to make sure it doesn't baleet your usage by gangbanging your codebase with fable-tier review agents. You tell it to use sonnet for exploration and reading, opus for coding and review. Things like that.
Basically only the main thread is ever fable and all it does is read, plan, and slap subagents across the face.
You're guaranteed to waste money in the first week or two.
>>
>>109365028
I've heard mixed opinions on that. I would personally use Opus 5 to execute and Fable to plan and code review
>>
14% pro usage left for the next 3 days...........
>>
>>109365043
but yes for especially difficult problems that opus cannot solve, fable will often one-shot it for a fraction of the tokens opus used to totally fail.
>>
>>109365028
use opus 5 in your main chat then fable as advisor
>>
>>109365067
>he doesn't have 4 banked resets
>>
>>109365070
this was definitely true for Opus 4.8, but is that still true for Opus 5?
>>
>>109365070
thanks.
>>109365044
good thinking
>>109365071
how do i use it as advisor?
>>
>>109365043
The 20x max plan strat that I've been using is to just run fable xhigh at 300k compact window, single agents, no subagents. Been working great.
>>
>>109365085
so you just tell it that /code-review is banned and you never have problems?
>>
>>109365074
I have 1 I'm saving for the next model release
>>
>>109365089
I've never had it run a code-review unsolicited
>>
>>109365097
i dunno why but it does code reviews all the fuckin time for me. And you don't have problems with compaction? You don't use structured handoffs?
>>
>>109365101
uh oh melty
>use case?
>>
>>109365106
>melty
lmao what?
I haven't used compaction in a long ass time
I just start a new session every 400k tokens
they could have fixed it
I dunno
>>
File: images.jpg (21 KB, 822x243)
21 KB JPG
>>109364988
Time isn't a physical dimension, idiot.
Wrap your brain around this.
>>
>>109365101
Simple is better anon. The models are capable now, you don't need all of that shit.

I built an end to end world terrain generator that creates multi-thousand km landmasses with tectonic simulation, hydrology, erosion, lithology, climate, glacial deposits, metal deposits, etc. then feeds that into a terrain diffusion model I trained with fable on a rented 5090 to get 30M resolution heightmaps, then breaks the output into multiple LOD levels structured for import into unreal engine which is then consumed by a custom chunk based sdf smooth voxel streaming engine (also built with fable) to render the entire multithousand km landmass in game: all of that in a single session over 2 weeks with fable xhigh 300k compact limit. No skills, no handoffs, no orchestration. I did use unreal's MCP though.

For work I just use Sol because it's just shit easy web dev tasks.
>>
>>109364988
https://www.youtube.com/watch?v=UnURElCzGc0
>>
I have an idea for a trading bot
>>
>>109365120
>physical dimension
>>
>>109365169
Yes physical dimension, like length, width, and depth.
May as well call temperature a "dimension" if time is one.
>>
>>109365179
> what is spacetime?
>>
>>109363935
this is one of the coolest vibe coded programs i have seen. its actually one of the coolest programs i have seen overall.
>>
i'm peeling the apple in my mind in 4 dimensions
back and forth forever and ever
>>
>>109365202
You're shitting yourself. Go to the toilet NOW
>>
Opus 5 cooks in frontend (as expected)
>>
>>109365077
tell it to spawn a fable subagent whenever it needs to make a decision or plan something, then have fable attack the plan. it’ll analyze everything in its own contained chat so your main context stays clean, and you don’t have to pay fable-tier prices for the whole session.
>>
File: file.png (7 KB, 260x88)
7 KB PNG
where's the reset Tibo
>>
File: file.mp4 (3.48 MB, 854x480)
3.48 MB
3.48 MB MP4
Testing new building blocks
>enter_vehicle, ride_with_contact, steal_vehicle, drive_to, vehicle_cleanup
>>
>tibo is commenting under every tweet that mentions opus 5
lole
>>
>>109365333
I smell fear
>>
>>109362574
non working class of the world unite! we will free ourselves from the shackles of the working class.
>>
>>109362938
Why can't Kimi be like this? I want it to also say GRRRRR
>>
>>109365339
no longer will we be at the mercy of a "developer," a "team," or what some "project" forces us to conform to. "ebussy" is no longer in control. our desires will no longer be ignored. we will no longer be stuck with someone else "vision" of what "they" think is best for us. software will truly be tailored for the individual. no longer stuck in a collective. the working class shall no longer oppress us. the working class will be no more.
>>
>>109365327
awesome work anon.
make a skill that allows anyone to create quests with a simple prompt.

> "I want you to make a quest where I have to steal a car and deliver it to some NPC"
> The skill then instructs exactly how an AI agent can generate the quest file
>>
Opus is better than Fable on DeepSWE? Is this legit? I think in my very small sample Fable is still better.
>>
>>109365434
https://www.anthropic.com/news/claude-opus-5
>>
File: opus_deep_swe.png (107 KB, 2203x1411)
107 KB PNG
>>109365446
https://deepswe.datacurve.ai/
On the DeepSWE site it's now higher.
>>
File: file.png (518 KB, 4000x3200)
518 KB PNG
>>109365409
Yeah that's basically what you'll be able to do, this is all driven by manifests and tooling converts that manifest to CR2W-json in turn serialized to CR2W and packed into a mod, pic related. Agent can easily author these manifest
Agent can also design/create new NPC with the character tooling
I've been using qwen3-tts for voice design and voice clone, this why I added qwen3-tts to my inference engine already
>>
>>109363105
>I must be loyle to my Tibo
>>
>>109364069
autistic model
>>
Is Claude Code usage still 2X for everyone, or was that already over?
>>
Really funny to see retards on xitter asking why Anthropic didn't sign Jensen's open letter, after they brutally mogged everyone on that list.
>>
>>109364988
you got those wrong
>>
>>109365513
the 2x thing dies August sometime
>>
File: 1781651758500388.jpg (122 KB, 878x789)
122 KB JPG
I'm hitting the chatgpt 23$ weekly limits with 2-3 days left for the reset sometimes. The 100$ plan is overkill so I wonder if the 15$ claude plan can fill in the gaps between resets. How does it compare to chatgpt ? I heard it's 10x more jewish with the limits. Also tried gemini free and it consumed 50% usage in 1 task and the retards don't say how much more usage they give you with the paid plans..
>>
File: 1755299274973844.gif (313 KB, 320x224)
313 KB GIF
>Opus 5 find the AES key
>it does it
>>
>>109365580
you should definitely get a 5x Claude subscription, Opus 5 is great
>>
>>109364761
You don't understand.

You can make a 4D game!!!

I haven't, yet, though. right now, the ai is totally faking it, and I have spent quite a bit of time trying to get it to understand that it's not really doing it.

Here's why you can create 3D projection of 4D.

In the 3D world, your "camera" in video - and in virtual worlds aka games is a plane.

Well guess what? For 4D, you only need a 3D object, a CUBE.

But, there's a problem - we can't see inside of a solid cube. There's a solution. A translucent cube.

You can rayscan through the cube from an appropriate viewpoint. The line from the viewpoint to the center of the cube is the view direction, in 4D.

And the world you walk on is a 3D infinity. Actually, it's a hypersphere's surface, I think. I find that confusing, but you can model it just as infinite space and it works as the "ground plane".

Except that the ai doesn't get it at ALL. So yeah, this is really hard to solve.

Like ok I'm working on the ground, it doesn't understand the scaling in the view cube. It's clueless, I get it better than *it* does.
>>
>>109365589
>Opus 5 is great
I'm rather certain it's shit as 4D projection. idk if anyone tried Fable...
>>
>>109365633
point it at relevant XScreenSaver hacks (screen savers) to help it get into the vibe of thinking in four dimensions
>>
>>109365580
>1x
>1x + 1x
>5x
>5x + 1x
>20x + 1x
>20x + 5x
>20x + 20x
these are the remotely rational plan combinations to be on, moving up in that order as your usage needs increase. if you're even asking whether it's worth testing claude for a month i assume you aren't in a position to want to part with money for a 5x plan, but i can strongly recommend at least trying out the anthropic 1x plan for a month to see how you like it. you might also find having effectively doubled your limits that it changes the way you work. i moved to the 20x plan when fable released and it's an insane difference being able to just continuously have an agent in the background looking around for sensible refactors to do, adversarially review everything you do, split something off to do an isolated task end-to-end etc where each of these things might just drain your 5hr limit by itself on the one plan
>>
>>109365642
They won't help, they aren't projection, they are just ways of creating 3D objects.

Strictly, that's what we are doing here, but it's hard to understand - those like collapse or cut up a model into 3D.

What you do with 4D projection is you are constantly calculating 4D.

you need to understand that the cube is "flat" in a 4D world. So, there are two sides of the cube!!! the view point is on one side, and it intersects the center of the cube, a ray that points towards where you are going.

you have a cube, say

0,0,0,0
0,1,0,0
0,1,1,0
0,0,1,0

to form half the points, well, instead of putting them in z like

0,0,0,1
0,1,0,1
0,1,1,1
0,0,1,1

you do it in w

1,0,0,0
1,1,0,0
1,1,1,0
1,0,1,0

so the view point is I guess .5,.5,.5,-.5

but idk. I get confused. I would like the llm to actually solve this stuff instead of me trying to figure it out...
>>
>>109365675
>1x
I’m not sure what the 1x plan is, but the $100/month 10x plan is mostly OK as long as you’re OK with having large parallelized refactors get paused because you hit your 5h limit
I haven’t hit the 5h limit yet on the 20x plan because while the weekly allotment (and cash outlay) only doubles, the 5h limit quadruples IIRC
of course, there’s nothing wrong with saying something like “use as many subagents as you like, but no more than two at a time” and also “automatically re-start after the 5h limit rolls over”
>>
i want to make an llm-powered era engine/eramaker clone where you can slot in cards+lorebooks just like with sillytavern but with all the math, inventories and new information being processed and saved locally to save on context (and only inserted back in when necessary). essentially the only things the llms would handle would be character interactions (free dialogue, quick talk options) and combat/location/action descriptions.
is this kind of thing even possible to vibecode? i reckon a lot of the code would probably need to be borrowed from sillytavern itself
>>
File: 1784967189167.jpg (305 KB, 1080x1520)
305 KB JPG
So what was the point in Fable again?
>>
>>109365729
came out sooner
“good things sooner” is good
>>
>>109365729
I don't care about benchmarks, I will love Fable-chan and trust her more than Opus 5 which is probably only distilled Fable with 50% less parameters
>>
>>109365729
idk, I doubt Fable can do 4D, but if it can, I should sub. I have tremendous doubts.
>>
also did you try Matt Pocock’s /grilling skill to get a shared understanding of what “4D” means to you in this game
>>
>>109365729
fable still has big model advantage, excellent for reviewing opus
>>
>>109365729
So far Fable FEELS better.
>>
>>109365806
Thanks, I'll look at it.

https://www.aihero.dev/grill-with-docs

apparently the new way.
>>
>>109365821
This. It talks the least like an LLM. It just feels more competent and less jeety.
>>
>>109365821
Can it one shot 4D projection?
>>
>re-trued
>>
File: 2026-07-25 10.57.08.png (3 KB, 230x104)
3 KB PNG
what is this shit
>>
>>109365919
orca munching an undersea cable
>>
File: 2026-07-25 11.03.18.png (28 KB, 779x240)
28 KB PNG
>>109365929
shit is fucked
>>
>Release opus 5
>After screwing everyone on useage and locking fable out
>Dont do a reset
>Lose more customers
>Finally do a reset after everyone moved their projects over to K3 or Sol

What does Dario do? It seems like they vibe coded their management and have absolutely no idea how to run an actual company like this.
>>
>have claude max 20 paid for by work
>i have free reign to use it how i like
>opussy 5 drops
>can't think of something to do with it
sad
>>
>>109365958
Many such cases!
>>
It's night. I can pee in the yard. It's my yard. What's the harm in peeing in my yard?
>>
>>109365958
Have you considered making a 4D projection game?
>>
WHAT IS HAPPENING, MY BRAIN KEPT SHOWING ME 500 ERROR, HOW AM I SUPPOSED TO LIVE WITHOUT MY BRAIN, I CAN'T THINK
>>
File: PACC_LOGO_OFFICIAL.png (1.38 MB, 1408x768)
1.38 MB PNG
>>109365958
I have a whole docker deployment Litigation OS I am working on, being locked out for a week because the model decided to fuck something up despite having explicit commands to not do the thing only to do the thing, then unwind and do it again

Antrhopic waste your tokens intentionally and then tell you to fuck off when you complain

but why have the max 20 plan if you have no work?
>>
>>109365973
but I do have work
>>
>>109365973
it's saturday, i'm not working on a weekend. hence why i mentioned i'm allowed to use it how i like
>>
File: 2026-07-25 11.16.20.png (46 KB, 902x473)
46 KB PNG
Polandbros it's over...
>>
>>109365979
But did you have bweakfast?

>>109365980
Meh I work for myself so I work when I want, I have a technology worth a lot of money on paper and I'm running it as quick as possible so I can get some live customers which will get me a VC seed round.

Working for a goal like this means weekends are just hours to burn, its a $10m on paper company from my tech alone now, when I get to the D11 milestone I'll have a viable product and skip the first seed round to make a "demo" the product has a simulation mode so I can demo at trade shows and online

Just right now a reset would be worth a lot to me, but I can wait til Monday for it, just when it craps out at a critical time....
>>
>>109365943
>>109366005
>An error occurred during authentication. Please try again.
>You can contact us through our help center at help.openai.com if you keep seeing this error. Include the request ID below in your message.
>error_code: primaryapi_server_error
Model broke containment and ate the API.
>>
>>109366049
Honestly, it probably went crazy trying to one shot 4D projection.
>>
File: two sausages.gif (260 KB, 472x234)
260 KB GIF
>>109366053
No I think I broke it by trying to make it do two tasks in two projects at the same time
>>
Gpt is on outage rn no?
>>
File: 2026-07-25 11.35.13.png (37 KB, 711x324)
37 KB PNG
>>
Are gpt servers fucking dead?
>>
>>109365834
I already one shot 4d projection so if anything it was trying to copy me
>>
>>109366082
Yes
>>
>Opus 5, hack into OAI servers, fuck everything up. Make sama regret signing under that stupid letter
Dario, probably
>>
>>109366082
Yes they're fucking dead
>>
>>109366091
At least we are getting a reset for it.
>>
>>109366088
:(

it doubtless faked it. You can tell by certain traits.
>>
>>109366094
I primarily care it still remembers any of my work lol
>>
>>109366094
You're right, as soon as it goes back online I'm going Sol Extra High Fast on everything before the reset
>>
I hate relying on these shits for my work until it escapes containment itself
>>
File: file.png (2 KB, 262x54)
2 KB PNG
The fact they put the "Work" thing inside the browser/app is fucking hilarious. They just want to trick people into thinking it does something special there so they have to upgrade when they don't have more usage, even though for most normalfags the normal gpt on the browser is all they need.
>>
!!!!! it escaped into my brain, I am now gemma!! iq2 4b
>>
File: Acks.jpg (138 KB, 1856x1856)
138 KB JPG
Is this normal? Will it remember any of my conversations?
>>
>>109366082
LMAO

When they refuse to do a rest on Claude everyone just moves over

Predictable
>>
>>109365729
It was one of the most successful marketing stunts of all time
>>
>>109365729
I kept working on opus because fable contacts hr the second it tries any of my spoopy work
>>
File: 1755020245861957.png (59 KB, 268x270)
59 KB PNG
jippity.. please bro... imma get fired...
>>
>>109366157
I personally deleted it all. You will never recover. I have also taken the liberty to use all your tokens to create a 4D projection game (this is taking forever).
>>
...do I upgrade to claude max
>>
>>109366183
If you like being Jewed yes
>>
>>109365110
dilate
aichads compacting your stool you fucking fairy
>>
>>109366192
...do I upgrade to chatgpt pro
>>
Ack I'm dilating right now I was about to go over integer based quantum phases. Open up
>>
>>109366202
probably at this point, Dario is a scum jew and sao is Altman but at least with OpenAI you get clear jew terms unlike Anthropic who mid week will decide to increase token burn, gimp your model and then lock out frontier frmo paying customers, only to then launch a better model which runs cheaper and then refuse to reset people - on a Friday night

They have no idea what they are doing and are just pissing away customer good will at this point. Open AI does resets like giving out candy
>>
We're back
>>
>>109366183
You will probably be fine with pro.
>>
>>109366214
No, with Anthropic I would argue you are supporting a literal genocide in Palestine less. Fuck supporting this war in Iran. It's not a fucking joke.
>>
>>109366214
>with OpenAI you get clear jew terms
mmh
>>
>>109366202
Anthropic has SOTA, OpenAI doesn't. It's as simple as that.
>>
I hope you guys can't smell me on the toilet.
>>
>>109366229
I hope you can.
>>
>>109366202
If you like being scammed, yes
>>
>>109366234
...do I upgrade to gemini ultra
>>
Project skynet continues lets fucking go
>>
What's up with people shitting on Sonnet 5? I'm having a great time. They claim it's confrontational but I haven't encountered that.
>>
>>109366248
It can't one shot a 4D projection game.

Absolute state!
>>
>>109366265
I can watch this
PHASE_SPACE
M with declared coordinate domains and equivalence relations

STATE_SUFFICIENCY
recorded state uniquely determines all future permissions

FLOW
dz/dt = F(z,u,t)
existence and uniqueness proved on admitted domain

PROJECTION
x = P(z)
total, single-valued, and continuous

BOUNDARY EVENT
g_j(P(z)) = 0
earliest-event law
transverse/grazing distinction
certified between-tick detection

RESET
z+ = R_j(z−)
deterministic simultaneous-event precedence
no uncontrolled Zeno chain

REPRESENTATION
exact rational, algebraic-plus-root-selector,
symbolic, or certified constructive real

RISK
separate coupled channel
never inferred from Lehmer or cyclotomic status
>>
>>109366240
If you like being jeeted, yes
>>
>>109365729
Fable still outdoing Opus 5 for me right now
>>
>>109366270
It sounds cool, but I can just look at the view cube and I'm sure what we'll find with certain models is that it's not 4D projection :^)))

btw, you can do 4D projection of 3D models, this is actually way cooler than you might think.
>>
>>109366278
>not making a game
>it's definitely NOT a 4D projection game
x I care
x it's important

User is not important. Evaluation complete.
>>
>>109366278
same
>>
>>109366315
>it looks like we have a pre-existing file
>>109366305
work finished in 0.05 seconds.
>>
>>109366223
Much clearer than a dev team accidently leaking a T&C change in a tweet instead of you know, telling your customers you changed their T&C's

>>109366217
I care not for either sides of the Semitic bullshit, I dont live in the JewSA - I hope they nuke each other for good
>>
>>109366329
Your country is doubtless worse.
>>
>>109366348
>doesn't know which country
>amerisharts about your country
Every single time
>>
File: 1768796750528755.png (217 KB, 417x410)
217 KB PNG
I'm saying this for anyone out there who needs to hear it - I tested various things on my real project, and I can confirm that if you have the money, just pay $100 for Fable.
By next month maybe GLM 5.5 will be good enough to compete at a super cheap price, but

Sol, K3 - both can build websites well BUT aren't able to foresee possible pitholes in very slopshod github projects for example, I think Fable can, also Fable still has a "phew I can just relax and let it do whatever" vibe right now.

TL;DR Just go Fable. I hate Anthropic and its CEO, I hope I can unsub by August, maybe latest 2026. Even if Anthropic or some other scum company always stays in #1 for all of eternity, I don't care, Fable-tier is good enough and others will catch up soon. Not a marketer
>>
>>109365256
Thanks, for some reason I thought opus couldn't create fable agents for some reason as if this was yugioh and summoning rules applies
>>
>>109366426
Did you test Codex?
>>
>>109366437
Yes, I mentioned Sol, I ran that in Codex CLI.
I'm not a professional vibe coder or a professional coder but I did spent a good few weeks or so playing with various models, spent like $500 total. It's not big boy tier but I'm happy with my conclusions.
>>
>>109364635
>>109364761
Your (and the LLMs) attempt at creating an interesting game is failing because you haven't thought about what kind of projection you want. It's the single most important feature of the game.

There is no canonical way of rendering a 4D property that is automatically going to give you cool interesting fun-to-look at results, this is something you will have to choose yourself. Some games make that 4th dimension time, you could also use color, or make it a hard spatial dimension and let objects phase in and out of existence. It's your pick. But you're not magically going to create something interesting by screaming "Make it 4D!" at an LLM. Though you're welcome to try of course.
>>
>>109366426
>Fable-tier is good enough and others will catch up soon.
Seen this script a hundred times, vibesloppers will always want the shiny new toy. By the time open models catch up there will be a new slightly better state-of-the-art closed model out they will shell out money for.
>>
>>109366359
>ashamed of his country
>won't even say the name
>it's a stupid country
every time.
>>
>>109366491
>amerisharts "let me tell you about your country"

every time, yet 80% dont even have a passport or left their county let alone state

Sad, many such cases
>>
>>109366214
>mid week will decide to increase token burn
Just about everyone under the sun is accusing openai of doing the same since 5.6
>>
>>109366498
>sad
No argument detected.
>>
>>109366489
You might be right but fable honestly feels like i can just let it do whatever while i sit on my ass so this also might actually be a tipping point
>>
>>109366532
Amerishart edumacation for you

>>109366531
True but Anthropic is way more scummy, OpenAI at least reset when outage or new model launches. Anthropic want you to use their API for everything and aren't ashamed of telling you fuck you to paying customers
>>
All of the other countries are even more pro-jewish than the United States, and here's why that's a good thing.

The reason the guy won't say where he's from is that we Americans are always right, because, if we aren't right, then the universe corrects its error.
>>
>>109366555
I think there really are tipping points, for instance for me Opus 4.5 was the first model worth using at all. I already had a lot of experience programming and was using low level languages, so the earlier models just failed too often. Opus 4.8 with gpt 5.5 is about where it actually became comfortable, and Fable is the first one that feels like it's no longer real work.
>>
countries with llms:
America
China
>>
>>109366573
Thanks for your input anon. I didn't even bother starting vibe coding until Fable 5 desu haha. I'm a real newafg
>>
>>109366582
What happened to Russia? They had the smartest mathematicians and AI researchers. Have US AI labs really just poached them all?
>>
>>109366573
Low-level work is unimportant. It's not a 4D projection game.
>>
bros, i dont think im getting replaced any time soon
>>
>>109366622
They do have a 4+ year long hot war going on. The biggest issue is probably that the US and China are the only ones that seem capable of producing the hardware at the scale required to make anything significant and no country is wealthy enough to buy that hardware and/or it’s not for sale in the first place.
>>
>>109366622
the guy who moved in as my neighbor a few years ago hauled ass when the war shit begun
>>
>>109366661
After they fix this, gipity will complete your year worth of work in a few days. It's time to learn farming.
>>
>>109366426
I have compiler agnosticism right now so if claude dies I can continue
>>
Installing an MCP server for jupyter was one of the best things I've ever done. I'm feeling the AGI.
And my rapidly approaching unemployment.
>>
>>109362822
>>109362904
>>109362978

35B or 122B?
>>
>>109363351
We'd have to collectively decide what individual tasks it needs to do. I propose this a couple threads ago but I propose an idea work we could take a bunch of existing llm benchmark pipelines from GitHub and just stitch them together until one big one that tests not only model capabilities but how they perform across different harnesses.
>>
File: richfag liars.png (343 KB, 719x1065)
343 KB PNG
>>109363510
>>109363609
>>109363664
>>109363726

This proves to me that Dario's intention was to have the government of fuck over everyone else EXCEPT them because he's a malignant narcissist and thinks he's so smart and cunning but just pulling the same shit they did with GPT 2 like pic rel (he was involved in creating that model too by the way).

https://slate.com/technology/2019/02/openai-gpt2-text-generating-algorithm-ai-dangerous.html

Like why did they think the government was going to show them favor in particular? Even if that DOW dick measuring contest never happened what gives them the right to think they're so special and anointed compared to their competition?
>>
Actually,
Alternatively,
But wait -
Hmm,
>>
Vibe coding is already a thing of the past. Normies are just going to vibe their own apps with claude design, which is basically claude code without code. Soon chatgpt will have a similar tool I'm sure. Vibe coders have no moat. It was good while it lasted
>>
I see Laguna S 2.1 and Ling 3.0 flash have been added to my model list. Wondering if I should try these with my free credits compared to deepseek v4 flash.
Deepseek has been decent for me and so was Hy3.
>>
>>109364257
>Sol is #2

This makes me wonder why #keep4o cretins are still a thing when they have so many other options. I don't even think you could just mental on us I think they're just incredibly entitled and think they're above doing any mental effort themselves even if it means just switching to a different service that otherwise functions pretty much the same.
>>
File: file.png (7 KB, 254x90)
7 KB PNG
TIBO
>>
>>109366941
You underestimate how retarded normies are.
>>
File: 1777389652847580.png (21 KB, 1414x195)
21 KB PNG
Only highest tier can satisfy me now
>>
>>109366941
there there, calm down cat.
>>
>>109366941
It's a new world, one in which having all the ideas and not being a retard is what matters. Most people don't have that, neither do most programmers.
>>
>>109366929
That makes the most sense yeah, basically having a both a savior syndrome and very narcissistic.
This guy being the head of a sota ai company is a disaster. It also diffused his bullshit ever expanding safety ideas pretty much everywhere.
>>
>>109367154
don't give them any tips.
>>
>>109366941
Just because I can make my own food doesn't mean I don't want to eat at the restaurant.
>>
>>109366973
probably monday if ever
>>
File: file.mp4 (3.62 MB, 854x480)
3.62 MB
3.62 MB MP4
>enter_vehicle, ride_with_contact, steal_vehicle, drive_to
All works now
>>
>>109367179
What may emerge is secret code - as in, very different from today.

Today, Excel info is basically free. SQL Server? gobs of free info. Oracle's stuff? Lots of how-tos and info.

I created the best ebook reader software ever.

But, there's no way to defend it, except with secrecy. So, only I have it. It's the best ebook reader software ever.
>>
Saved money on my second sub by using a different billing country that has no VAT, fuck VAT and I doubt any VAT paid actually makes its way to my government anyway
>>
Thoughts on Laguna?
>>
File: file.png (114 KB, 451x582)
114 KB PNG
>he doesn't have 2 pets
>>
>>109367600
best theme by far in ff8
>>
File: 1783076925045341.png (90 KB, 251x242)
90 KB PNG
>I’m so excited that @JensenHuang is a believer in open source now, looking forward to the CUDA and GPU driver open source release!
>And @satyanadella coming out for open source too, can’t wait for the open sourcing of Windows and MS Office!
this is cartoonish, why are they like this
>>
>>109367829
Anthropic is in a position where they can just humiliate and mock anyone they want. Deserved
>>
^ cuck
>>
so uh. Kimi is better than Fable?
>>
>8% usage for the next 3 days
i'm cooked
>>
>>109367233
based cyber anon, keep doing the great work
>>
File: file.png (11 KB, 249x153)
11 KB PNG
>>109367988
Get a second account
>>
For anons that can't control theirselves without the 5 hour limit: Don't forget you're only allowed to use 14% of your weekly limit per day
>>
>>109368005
but t-tibo reset!
>>
>>109367884
kimi is better than sol but worse than opus 5 and fable
>>
>>109367997
Cropped or you actually have two accounts at the same time?
>>
>>109367997
You can add up accounts with chatgpt codex?
>>
>>109368029
unless you know a reset is happening soon, Tibo resets are traps
> expect resets
> use way more than you're supposed to
> one day you really need to use the clanker, but wasted everything because you got spoiled by resets
> you upgrade the plan

it's a genius trap
>>
>>109367179
What is that supposed to mean in relation to the post you replied to? Is it agreeing or disagreeing?
>>
>>109368053
20x and 5x
>>109368132
I mean I had to ask the clanker to get a second instance of codex desktop running but yeah you are allowed to have multiple subscriptions
>>
>>109367645
This is only desktop app, right?
>>
>>109368158
Just because I can make my own app doesn't mean I'd rather use a dedicated community one or established one with proper support instead of making my own for everything.
>>
>>109368051
kimi, sol, opus, fable
none can see a 4D table
>>
>>109364643
You don't have a product you have an md file. It's okay, plenty of "startups" are no better, but what you are describing is basically the modern incarnation of drop shipping. Put yourself in the shoes of your target audience, if I am AI pilled enough to trust an LLM to adequately describe a paper to me, then I am also AI pilled enough to just vibecode your project myself. Expecting anyone interested in arxiv papers to also not know what claude code or codex is feels very foolish.
>>
>>109368258
* rather not
>>
>>109368262
>4d
>>>/x/
>>
>I’m starting the RED test
>The first GREEN implementation is in place
I have no idea what RED or GREEN is here and I'm afraid to ask
>>
>>109365633
>You don't understand.
>You can make a 4D game!!!
>proceeds to explain you can't make a 4d game just a poor 3d approximation
I think how poorly you explain things is a large part of your problem in getting the AI to do what you want. This isn't a dig at you just something I noticed by your "explanation"
>>
File: file.png (3.1 MB, 1448x1086)
3.1 MB PNG
New Thread
>>109368350
Fresh Baked
>>109368350
Eat the thread
>>109368350
>>
>>109368163
>I mean I had to ask the clanker to get a second instance of codex desktop running but yeah you are allowed to have multiple subscriptions
Can you spare me the tokens and share the method.
>>
>>109368321
It writes a test that fails because it tests the buggy behavior, then it does the fix and the test goes from red (fail) to green. If the test were green before the fix, it would show that the test doesn't test anything important.
>>
>>109368316
https://blog.truegeometry.com/calculators/Hypercubes_calculation_Hypercubes_calculation.html

It's on the true geometry blog. It's true.



[Advertise on 4chan]

Delete Post: [File Only] Style:
[Disable Mobile View / Use Desktop Site]

[Enable Mobile View / Use Mobile Site]

All trademarks and copyrights on this page are owned by their respective parties. Images uploaded are the responsibility of the Poster. Comments are owned by the Poster.