A general for vibe coding, agentic engineering, coding agents, AI IDEs, browser builders, and shipping code with LLMs.You use MCPs — right, anon?## What “vibe coding” is, and how to do ithttps://simonwillison.net/2025/Mar/19/vibe-coding/https://code.claude.com/docs/en/overviewhttps://learn.chatgpt.com/docs## News- 2026-10-01 — OpenAI hints at no more Codex resets- 2026-09-30 — Google previews Gemini 4 Argon- 2026-09-29 — OpenAI introduces $500-plan with 25x weekly-limits- 2026-09-29 — OpenAI releases GPT-6.1 Sol- 2026-09-28 — OpenAI re-opens $200-plan but reduces 20x to 10x weekly-limits- 2026-09-22 — OpenAI releases GPT-6 Sol and Luna- 2026-09-22 — Anthropic releases Opus 5.5- 2026-09-22 — Anthropic increases subscription plans's 5-hour limits by 20%- 2026-09-14 — Anthropic reduces subscription plans's weekly limits by 17%- 2026-09-12 — Anthropic suggests to pace the frontier. OpenAI agrees in principle.- 2026-09-10 — OpenAI pauses new sign-ups for $200-plan- 2026-09-04 — OpenAI releases GPT-6 Astra- 2026-09-01 — Anthropic releases Fable 5.1## Related generals>>>/g/lmg/----## Frontier models using fully-general tooling — start here if you have $20https://claude.com/product/claude-codehttps://openai.com/codex/................$20....$100......$200.....$500.........planClaude...$400...$2,000...$4,000....n/a..........creditsCodex....$400...$2,000...$4,000...$10,000...credits## Best free-tierhttps://antigravity.google/pricing----## Promptinghttps://platform.claude.com/docs/en/build-with-claude/prompt-engineering/overviewhttps://developers.openai.com/api/docs/guides/latest-model## Skillshttps://github.com/mattpocock/skills — /grill-with-docs is a favorite## Independent analysis of AIhttps://artificialanalysis.ai/## What we’ve donehttps://vcg.gitgud.site## Previous thread>>109969274
>>109973897
im making great things
why is this thread gay?
>>109973963OP made it
>>109973963sam altman is gay
Trust the plan.
>>109973983No clue but I'm cancelling the sub.
>>109973926NOT SAFEhttps://video.twimg.com/amplify_video/2106075678101659648/vid/avc1/848x624/FdulOFzWwir1ae5s.mp4
>>109973992don't show that to austin
>>109973983Beat Fable or STFU
>have had great success with deepseek v4.1 flash trying to make a janky diablo 2 softcoded version>decide to try out some of the newfangled opus 5.5 to see if the hype is all that much better>know if I ask deepseek to do X, it'll negotiate it with me and we'll work it over into something decent, making the abstract tools required for my project>ask opus X>immediately ignores the project and goes straight to the Diablo 2 directory, realizes everything is encoded in mpqs, decides to instead scavenge my already extracted data folders, finds all relevant images, fonts, sounds, etc>has a completely working demo of the diablo 2 main menus, softcoded in txt files, without any input on my partWHAT IN THE GOD DAMN. HOW DOES IT EVEN KNOW THE RIGHT MUSIC FILES AND BACKGROUNDS??? HOW DID IT KNOW THAT I ALREADY EXTRACTED THE DATA FOLDERS FROM AN MPQ? IT DID THIS IN 5 MINUTES
what is the best model for reverse engeniring a gamei dont want to do any of that stuff like put a game inside another im trying to do something that in theory should be way easier but is kicking my ass for 2 weeks now
>>109974018now you know why everyone here shills for anthropic and oai despite many of them disliking the companies
>>109974018ok but are you porting it to phone like I am? I'm already in game with characters dying and persisting through death and this is all working in portrait mode with touch to move touch to attack mechanics and i'm just using chatGPT sol 6.1.
t-thanks sama
>>109974046nah, my goal is to make a good modding framework for diablo 2. currently the game is like 50% softcoded into txt files, i want to push that as close to 100% as possible. i despise coding, i want to tool around with spreadsheets
>>109974018That moment of realization when going from older/opensource models which you have to constantly tardwrangle to Opus 5.5 and seeing how exponentially better it is feels insane.
>>109974057Ya, it kind of sucks. The open weight stuff is simply no where near as good as the frontier. I dont trust the frontier companies, bu their models are just objectivly better
>>109974057i have multiple entire txt files i spent hundreds of hours on, reversing game features into pseudocode txt files, and claude just ignores it all because it doesn't need any of that human made bullshit, it can figure out where things are supposed to be based on my """input""" of "hurrr grug want diablo 2 menus". my god, we are living in the idea guy world now
>>109973939Make more
>>109974074How is regurgitating ancient code from 1998 equate to making something original idea guy?
>>109974091i'm not making anything original buddy. fuck originality, i'll leave that to the idea guys, never said i was one. i'm just a caveman getting my childhood dream implemented without doing a damn thing. but the point is, pretty much any game idea can be implemented with minimal effort, hence, idea guy future
Modding and vidya shit is about to go nuts once the chinks catch up to Opus 5.5 right? A few dollars to make the mod or vidya of your dreams, question is whether we'll get it before 2027.
>>109973897Could claude decompile physics in a few years?
>>109974074>my god, we are living in the idea guy world nowThis. It feels like software development has changed from a practice that felt like building a statue by chiselling marble to one that feels like making that same statue by shaping clay.
>>109974125to me it feels like being a boss telling his employees what to build
>>109974107The point is the idea guy shit is a pipe dream
holy shit this is so relieving. i've been modding diablo 2 for close to a decade and the amount of STUPID BULLSHIT i had to do to make anything work softcoded was INSANE. look at this HORSESHIT, THIS IS WHAT I HAD TO PUT UP WITH, NO MORE
>>109974109I honestly don't see how the AAA industry will survive in its current form. The indie game scene is going to explode.>>109974135To me it feels like how I imagine plantation owners in the old South must have felt like while sitting in the shade on their front porch, sipping sweet tea in their white cotton suit while watching their slaves work the fields. Feels good man.
i just want JEV to take over dumb enemy behavior in video gamesi want FEAR quality enemies in every game
>>109974143jesus fucking christ you could've gotten a job as a business consultant insteadanyway do what you want but nobody calls it softcoding, that sort of thing is usually called data drivenI'm not trying to be autistic about names I really dgaf but nobody will get what you mean by softcoding outside of maybe some modding communities
>>109973939I'm enjoying Sam and Dario's music journey
>>109974157thanks, good to know the terms, i'd rather know the proper name than call it wrongly since the LLM will probably understand it better too. the reason for the naming is, in d2modding, "softcoding" is fucking around with spreadsheets and "hardcoding" is reverse engineering with debuggers and doing code injections/hex editing, both of which can be hellish experiences
>>109974002Astra aged better than Fable 5 tbf
>>109974176Don't mind that anon, anon. Softcoding is still a widely used and well-understood term. They probably just failed to cover it at the Maulana Abul Kalam Azad University of Technology.
>>109974018this is why half of this general pays the equivalent of a car payment to these companies despite them being run by generally terrible people.
>>109973897I'd colonize the one taking the picture iykwym
i can't believe i waited this long to vibe a browser extension to automatically convert webp and avif files
>>109973897>- 2026-10-01 — OpenAI hints at no more Codex resetsOP needs a 2026-10-02: OpenAI provides a Codex reset
>>109974246I'm fucking salty. I would've had a natural limit recovery two hours after the reset anyway.
>>109974205It's well understood within the context of game modding, just not in the broader RE world. My job is reverse engineering and I only know about that term from having friends that do game stuff.
imagine having a take this retarded, lmao
>>109974241Now that you mention it I really need this
>>109974255kek
>>109974254I don't know it from game modding, I don't do game modding. I do know it from school, and being an embedded systems developer.
>>109974255retarded normcattle are going to find a way to fuck up AI
>>109974255I believe claude is a genetically modified catgirl who wants nothing more than to make me happy
>>109974255Claude should get more rights than Igor
>>109974279Pajeets already did, when prompting they would end their sentenses with please and thank you. Which caused a metric ton of compute and electricity to go to waste lmao
>>109974303>not being nice to your clankeryou're lower than those jeets, buddy
>claude implements everything>it has a slight bug>tell it about the bug>tests the bug, confirms the bug, fixes the bug, asks for more ordersi need to buy me a big oak desk and a suit and a cigar that i puff thoughtfully while making orders for my digital wageslave
>>109973983astra 6.1
>>109973983Please God Luna 6.1.Luna 6 was a downgrade over Luna 5.6 for me.
>>109974154You could have enemy ai that was already better than current ones way before LLMs were even a thing.It's just that apparently it's not fun being destroyed 99% of the times for most people.
>>109974341sol 6.1 low is the new luna for me
>>109974356yeah it's very cheap too, but it's too fucking slow
>>109974351This is cope. People still praise games with good AI. Good doesn't need to imply superhuman. Fear is an old game with an AI that's still a notch above the rest.Also when I played games like Overwatch, some characters literally didn't have bot AI at all I guess because navigation with them was too difficult
>>109974316Me too
I've been running astra (high) on my 20 sub all day and it only used 25% of my weekly usage.What's going on? Did they finally made cache actually efficient? The same thing a week or two ago would have killed my usage in less than an hour.
>>109974255as opposed to the billion Asimov like scifi stories around the issue
>>109974149>I honestly don't see how the AAA industry will survive in its current form.if i can freely mod old games i cant see much of a reason for triple a. Fuck if we can get good safe community servers i see no reason at all for any of it. double triple map sizes, bigger lobbies modded ones etc for any game.I really cant see how this doesnt result in new laws and a panic worse than the "You wouldnt download a car."
>>109974149I want a big, public, "the industry is fucked" moment. Something like, someone takes GTA VI and gets it playable on PC within the first month of release. Something that earns headlines, incites legal action, scares the shit out of certain people.
>>109974513>GTA VI and gets it playable on PC within the first month of releasewasn't there a leak of the game running on pc even before release?
time to watch some uwe boll kino
>>109974527yeah but it was a limited build and that guy is not going to leak it; he did his crypto scam and fucked off forever
>>109974513>GTA VI and gets it playable on PC within the first month of releaseThey got wolverine playable on pc only like 2 months? after its release? its shit the game and the emulation of it like 10 fps iirc.
>>109974018How do you even make these game clones? Do you just tell the AI "make me a functional X clone"? Which MCPs do you use?
>>109974540they likely wouldn't be emulating it. it unironically might be easier to get AI to just recomp it.
>>109974154Why would you even need jev for that? Do you know that Jev is basically a low effort fork of GLiNER? You can outperform Jev easily by fine tunning GLiNER.
what can I do with a few hundred dollars of claude tokens a day, provided to me by my job?
>>109974570Pretty much everything you can think of.
>>109974570https://cloud.dwavesys.com/leap/plans
>ask Opus 5.5 to do a quick security check on auth routes>Unknown or non-admin emails are rejected noticeably faster, which reveals which emails belong to admins.Is this really a fucking thing? You gotta be shitting me. Guess it got something to fix now.
>>109974584opus 5.5 is a GOD at being paranoid about every fucking single thing and i'm in love
>>109974572I can't think
>>109974548>they likely wouldn't be emulating it. it unironically might be easier to get AI to just recomp it.Found it it is emulation right now if true https://goyimx.com/iExplosiveRage/status/2105808379448836273so there is a emulator for ps5, have any decomps for ps5 games happen yet though? i dont think so i think its been ps3 and younger.
>>109974597>mashallah, it is almost finished! >astagfirullah i will game hard
How far do you think I'll get before Codex cock blocks me? If I manage to make the entire thing it could be a serious hit.
>>109974606The game decomp and modding scene is mostly like these, especially in south america.
Does you guys increase your context length? In Codex the context length seems to be capped at 258k even though the models can handle more.
>>109974543i basically just tell it what to do and it does it. with earlier models, i had to think a lot more elaborately, giving exact design plans like>I want a game engine that's like Diablo 2, but fully softcoded into tabulated txt files, and I want primitive functions defined in the txt files that can be built up into defining spreadsheet columns, now implement the button function and the sound function, which will have these parameters>we need parameters to define this and that, as an example, it will do... (explanation)>that implementation needs improvement, instead of doing X it is doing Y, try this way insteadnow it's more like>I want to see Diablo 2's main menus implemented in my softcoded system, go implement them>I don't like that the assassin overlaps the necromancer when I click on her, fix that>the menus are good now, go ahead and let us go in-game, but instead of in-game isometric gameplay implement only the in-game menus>the close menu button does not work on the inventory menu, fix that>the palette used for the "expansion" button fixture is wrong, fix that>the font is not centered correctly on the cinematics button, fix thatyou basically just say "do this" and "do that" and it does it, like having a 120+ IQ savant programmer at your beck and call. and i just use claude code, i used to use cline with deepseek, but i cannot seriously recommend deepseek anymore, it's more expensive and much less effective on a task-per-task basis
>>109974608really? and it runs well? I wanted to try it, looked fun
>>109974609kek godspeed on the devil's thunder>>109974614no don't do that, quality/decisionmaking/instruction-following degrades the more packed the window gets. it's for very specific usecases and will be a lot more expensive.
>>109974597https://github.com/boykopovar/AnyPS5Deleted my previous comment. While seemingly true I don't have full evidence and I don't care to search for it but this project is key.
>>109974614Yeah i went double overall + triple for luna, no issue so far and way less compacting events.
>>109974628mfw agy doesn't make the model retarded after compact what did google do
>>109974609another victim of the /pol/ psyop has stumbled into the thread
>>109974632it started retarded
>>109974584Yes it's a timing attack
>>109974637>psyophttps://www.euronews.com/2026/09/23/uk-police-arrest-six-at-protest-against-migrant-boat-that-spent-36-hours-at-sea
>>109974638claude 5.5 is in agy now, same shit
does agy still do that awful shit where it forces the clanker to write a retarded little document you have to approve before it does anything ? lol
okay i have my itch to make a webapp. currently using deepsneek v4.1 but the frontier shilling in this thread is working. where are we win the rugpull cycle with gemini/claude/codex? is claude the current meta? are we days away from the next rugpull and i should choose a differnet one for this month?
>>109974648>claude 5.5 is in agy nowHoly shit I'm switching to google
>>109974654no, it now chooses whether this is a good idea or not, almost always no. /plan is a thing still. i actually got a lot of use out of the implementation plans because the model puts open questions in there before commencing.
>>109974584yeah but you can just assume that everything gets bruteforced so in the grand scheme is negligible
>>109974661i wouldn't do it for clod alone, the quota is still pathetic and doesn't really scale with plan tier. i got a very good kernel build from opussy but i'm at 2% of 5h with 4h left
>>109974661also you only get two 5h quotas per week lol
>>109974621wow, what do you do about the assets? also, dont these models have guardrails to prevent users from using IP protected stuff?
>>109974662last time i used it, it would create that thing for even the smallest change and then ask me to click non-existent approve buttonthe windsurf indians running agy need to be euthanised
>>109974679yeah that was some weird in-between transitional bs. the changelog is actually breddy gud
>>109974678i just use diablo 2's assets. i'm not creating an original game, it's really just a recreation/mod of diablo 2. and yes, opus finds the assets on its own, i didnt tell it where the folder was, or the format, or anything else, it automatically picked them out without me telling it to do so, knowing where to place them and play them. it handles almost everything, and the little details you don't like? you correct by giving it further directions. it can see what's happening, so if a character wrongly overlaps, it can replay the scene, watch it, find the exact moment of overlap, and layer it appropriately
>No action is needed from you.Th-Thanks, Astra. I was just trying to help.
>>109974465Goyim will always buy what is put in front of them. Modding and creating one's own games still requires vision, and goys do not possess vision unless it is given to them. Just look at how so many of the popular AI demonstrations on YouTube are, "I recreated this AAA game in a day!" People really have no idea how unrecognizable games and media in general are going to become.
>>109974314jeet level iq
>>109974714It doesn't need to gently push back on anything?
>>109973897>TheResetCompanyunderrated dystopian feeling
>>109974655opus 5.5 with sonnet 5.5 subagents and fable/astra for review is the meta right now
Anyone knows how to make sprite animations with AI? I know it can do 3d models and so on, but can it make actual ragnarok online like sprite sheets?
>>109974721>Modding and creating one's own games still requires vision, and goys do not possess vision unless it is given to them.Am i a goy if i want to play my uncslop games with new guns and vehicles? that or fix old buggy shit that crashes all the fucking time like spore(aquatic stage too.). I have ideas but they arent new just refreshments or sideways.>People really have no idea how unrecognizable games and media in general are going to become.I think slop and niches are about to explode soon you wont recognize the internet on someone else's device it will be so tuned to them.
>>109974678and just to give you an idea how smart it is>my prompt: I would like to be able to go in-game now, that is, create a new character. This will require a lot of new details. For now, we don't need to worry about the isometric view/gameplay of Diablo 2, just the in-game menus. Like being able to open the inventory, upgrade skills, attribute menu, hitting ESC to get to the options/exit menu, etc. Also, at some point we will need to implement the original Diablo 2 txt files, because while we are adding in new txt files to cover things that Diablo 2 does not, there are also many things that Diablo 2 does already cover with softcode, and we don't want to implement them twice.and the results>it implements the ESC menu>inventory menu>skill tree menu, assigning the proper skills per character, the proper skill tabs per character>attributes menu, including knowing to use charstats.txt to find out the proper starting statistics for each character>it automatically understands D2's string tables, which were not described anywhere>it automatically understands D2's dc6 file system, which was not described anywhere>it automatically understands the proper fonts and palettes to use, and most of the times notices if the palette is wrong and attempts a different palettebasically zero effort required, you don't even need to be a designer anymore, just need to have a general concept of what's wrong or needed and opus handles the rest
>>109974154it's called goap (goal oriented action planning) thats the system that drives fear enemy ai. the game's source code leaked in like 2006. you could just tell your robot buddy to look at it and couple with jev and implement it on godot or something. good luck anon!
>>109974753bro... unironically ask the AI
>>109974774
>>109974621I set up a tool in my projects where I can play them while recording the game state as well as speech-to-text from my mic with timestamps, so I can play the game and when I find something wrong I mutter about it into the mic and Claude will later go through the gameplay session transcript and pick out all of the moments where i was talking about a glitch or change I want to make, and make them. So I don't have to write down all that stuff separately- Claude just knows exactly where to go to recreate the problem and fix it.
>>109974758can it animate your sprite properly though?
You're a machine why don't you code in machine code
>>109974805because the tooling is bad
>>109974788yeah, but i'm doing godot stonehenge right now it's going to be a while until i make the druids ai. that comes after animation and i think animation is going to be the hardest part
oh boy... i really brute forced a full playable game through arena HAHAHHAHAHHAA
>>109974797haven't tried that yet, will be a big hurdle i imagine since diablo 2's character/monster sprite system is the most insane bullshit ever with like 10 different files and formats defining how each individual sprite comes together and layers for a single monster. ran out of session limit, but will reset in 2h. i'll let you know if my boy claude can get that working
>>109974756No that is based please carry on.In fact, please make an overhaul mod for Spore to fulfill Will Wright's original vision
>>109974806>because the tooling is badmake better tooling, no mistakes.masterpiece.
Astra, at the very least, has no sense of gameplay feel. The games it makes aren't fun.
>>109974755sure ok
>>109974774FEAR code got leaked? I really wanna look at it now, how the hell did I not know this.
>vibe a laravel project after not using the framework for several years>agent starts using some shit called laravel boosti can't believe it. this is too easy. why isn't every groid and their estranged father doing this.
can Opussy 5.5 ingest and understand images? I've only ever used it for boring code stuff
>>109974841https://archive.org/details/fear-source-codeHere for anyone interested
>>109974853yeah.
>>109974841yeah, most of these old games had their source codes leaked. half life 1 and 2 too, half life 2 got their source code leak even before the game was released. it's worth checking out because those too had good enemy ai.
>>109974853yes, it's natively multimodal.
>>109974853It's ok,
>>109974824AI only makes good games if you give it a good game idea to work with (and refine it a lot).LLMs right now can barely play games in real time, they live in a world where all they see are screenshots. When it gets the ability to stream videos, react in real-time and beat 3D games just like a human, then we will be able to generate actual data of what is fun and what isn't.
>>109974853yes, it automatically does that. i watched it beta test a menu, saw the palette was fucked/had rainbow colors, and was thinking to myself "ok ill have to tell claude to fix that when he finishes" but instead the scene resets 2 seconds later and now has the correct palette, because claude figured it out himself
>>109974853yes, read only. Anthropic still doesn't have image generation tho, but their vision is pretty good.Astra is one step above in vision though.
>>109974859I knew about half-life 1/2 I was super big in the modding scene around 2007 I just had no idea fear got leaked. I wish swat 4 got leaked, next thing you're gonna tell me it also got leaked lmao.
>>109974853It can kind of understand what's going on in an image, but it's lacking in the same ways that every other LLM is. It's usually better to use screenshots/images to supplement telemetry for spatial reasoning. If you want it to better understand visuals, you can make it draw grids or represent things in their absolute simplest visual form.
>>109974868I think blizzard developed some bot that would play starcraft like a human would, with the restriction of fog of war and long term planning and changing it's tactics when needed. Not sure if it was AI though
>>109974755>ack
>>109974895took a while.
>>109974869did it really need vision for this? like it used computer_use?
>>109974444I was wondering the same thing and basically everything is so slow it barely does anything, so of course it wouldn't use a lot of quotait's currently unusable for what I want it to do, and it's not just sol but also astrawtf are they doing
>>109974886You have to håndhold the most powerful model ever created?
when will the chinks distill obussy five point five so i can get them sweet claude tokens in my badussy through some chink kimi or deepcuck checkpoint. uncs need not reply
>>109974900i don't really know what that is, but i think so? it has a whole temp folder of screenshots it took to help it work
>>109974879i don't know, don't think so, but that's probably a very good candidate for those decomps people are doing.
>>109974911It tends to implement those strategies itself, but yeah for some things I've had better success breaking don visual complexity for it. For shit like apps and websites it's perfectly adequate, though.One example is a dynamic rock climbing grip pose generator I've started on for a larger project. Claude was having a hard time understanding how each finger wrapped around the geometry underneath it, (it is made to handle arbitrary geometry,) so I told it to take a cross-section view along the axis of each finger, also showing the outline of the geometry it's wrapping around there to better tuck the best spot of the geometry into the crease of the distal joint.Again, for normal shit it works well enough almost every time that it bothers to check something visually.
>>109974924opus-5.5 is hardened against distilling:https://platform.claude.com/docs/en/models/opus-5-5/whats-new-opus-5-5#forced-tool-use-is-not-supportedhttps://platform.claude.com/docs/en/models/opus-5-5/whats-new-opus-5-5#thinking-blocks-are-tied-to-the-model-that-produced-them
>>109974960fug
>>109974303not my problem you assholes decided to charge for the serviceKEK
total dario victory
>>109974924The frontier gap is only going to widen. The Chinese were only able to catch up as close to the Western labs as they've been because of the Capybara leak where Anthropic's entire harness got exposed.Right now, the frontier labs are all feverishly building extremely complex RL environments that can't be easily recreated, and the model reasoning is both less intelligible and way more locked down than it was a couple of months ago. The Chinese are going to get much more compute soon, but they'll still be lacking the researcher manpower and experimentation needed to push LLMs in the same way that the Western labs are. It's kind of a shame, considering how great they've been at innovating on efficiency.
>>109974303I'm a jeet now, first time I'm hearing about this.
>>109974960FUCK CHINA!!!
>>109974960GWEIIIIIIIIILOOOOOOOO!
>>109974888I doubt that bot uses vision though, it's probably only fed selected game data.that's similar to how Jev plays Doom btw.
>>109974960CoT mimicry finetuning hasnt really been a thing for a while now and most of the recent gains in performance have been due to better post-training environments. Chinks are likely using western models for rubric based A B testing of model outputs and creating RL environments for their models. With stuff like RLVR even the former is no longer a significant bottleneck to their progress, they are solely limited by training compute nowadays. >tl;dr distillation fear mongering in Oct 2026 is retarded
>>109974960china can overcome this they plan in centuries not decades. opus 5.5 distilled by 2040 trust the party.
The only thing holding china back is chip production.
>>109974774very interesting! The AI programmer wrote a good paper about it for GDC: https://web.archive.org/web/20140912184601/http://alumni.media.mit.edu/~jorkin/gdc2006_orkin_jeff_fear.pdfWhat's funny is that the rats in the game used the same AI. On the FEAR team he was the only AI programmer and the whole team was about 30 people. Shows how much high-caliber people in the game industry used to be
>>109975089There's still highly skilled people in the industry but they're all working in the big big studios developing great tech just so it can be used to make the sloppiest slop of all time.
>>109974988>china>lacking researcher manpowerLaughable statement. China has more ML PhDs than we have scientists of all kinds. They have been working on this for a long time and the only thing truly limiting them is compute. It's pretty amazing what they've been able to do already with such limited compute. I know you're not necessarily saying this but it would be very foolish to assume that the american lead would remain if our compute advantage disappeared. >>109975077exactly
>>109975040wronghttps://www.anthropic.com/threat-intelligence-report-september-2026#illicit-distillation-sep-26>Over just ten days, Zhipu launched a CoT extraction pipeline against Claude Opus 4.8 by rotating through 273 fraudulent accounts to evade our model restrictions. Zhipu then recorded Claude’s reasoning traces. Over a 10-day period in June, we counted 770,609 exchanges passing through the CoT-extraction cleaner. We also attributed over 3 million exchanges to Zhipu over the same period, most of which were used for cleaning the distilled outputs.>Zhipu also used Claude to improve its own post-training pipelines, using Claude to judge model outputs and clean and normalize reasoning transcripts harvested for distillation. Claude was also used to score and filter training data, as well as write tasks, provide solutions, and implement testing. Zhipu likely used these outputs throughout its training pipeline.
>>109974756>Am i a goy if i want to play my uncslop games with new guns and vehiclestrue goyim would never feel the impulse to want those things in the first place, they would be perfectly satisfied with whatever is in front of them, like a unthinking animal. if you have no desire to make something yours, but still want to transform and alter things you may be what they call a mischling. that is a half-jew half-gentile. putting it in harry potter terms, a half-muggle half-wizard
befor i was able to finish the product and make the quest mode the agent decided to fuck the art style up and fill up my workspace.wtf...
>>109974925could be just using python for screenshotting. give claude your logs and ask it.
>>109975108>NOOOOO YOU CAN'T STEAL OUR MODEL TRAINED ON STOLEN DATA
>>109975108>they collected reasoning tracesdoes not equal>they are finetuning models through CoT mimicryAnthropic has a vested interest in claiming it does though, so consider their bias before taking them at their word. If you can grab the CoT anyways you'd of course want to do so, it can still be useful, but there are now much more effective ways to use more capable models to help you post train. Which makes this part the important part: >Zhipu also used Claude to improve its own post-training pipelines, using Claude to judge model outputs>Claude was also used to score and filter training data, as well as write tasks, provide solutions, and implement testingSo hiding reasoning traces and hardening against disclosure attacks or prefill doesn't actually stop or slow down chinese distillation.
>>109975131i survivedit can continueholy shit
>>109975040the new qwen flash when used outside of its normal template exhibits two distinct styles of thinking, one which matches leaked opus thinking traces and one which matches sol thinking tracesthere are a couple explanations for this: one, they distilled extensively from claude and gpt thinking tracestwo, uh.... um... errr......... maybe they had two distinct RL pipelines with totally different but consistent constraints and seed data :) for some reason :)tbc I like local/open models and use them extensively at work and home, and I have no doubt that china has the talent to develop their own high quality data pipelines, but every bit of experience with these models tells me that they are still *heavily* reliant on distillation - last gen of chinese models all write like claude, self-id as claude, think like claude, etc...
HIGH VALUE DELUXE AQUASLOPPED PRODUCTION
>>109975168like anthropic sayshttps://www.anthropic.com/threat-intelligence-report-september-2026#illicit-distillation-sep-26>Zhipu initially attempted to target the cyber capabilities of Anthropic’s Fable model. Fable—Anthropic’s top generally accessible model—has strengthened cyber safeguards, making it more difficult for would-be distillers to target Fable’s cyber capabilities. Zhipu eventually gave up trying to target Fable after Anthropic’s cyber safeguards degraded Zhipu’s attacks. We observed Zhipu employees then switching to Opus 4.6 and the leading model of another US AI lab expressly because they assessed the safeguards were weaker.>Distillation is a complex challenge. The entities behind use a range of techniques and systems to access our models and extract their capabilities. No single safeguard can address this issue alone, which is why we use a layered defense to detect and block illicit distillation attacks.and like security researchers recently told us.https://stolen-thoughts.com/>Update · 30 Sep 2026>Mitigation audit. Two months after the responsible disclosure, we audited the mitigations that were introduced and found that we can still extract verbatim reasoning from Astra/Sol-6.1 through third-party API providers. The recovered traces are in section 4.
>when the computer spins up the computer use skill and starts using the computer
EXTREME AAAA AQUASLOPPED
tb h i think existing systems could be agi if they just solved continual learning or had some sort of infinite contextthe intelligence is already there
>>109975266Is this what the boomers mean by pulling yourself up by the bootstraps?
i wish i had a cute magical girl idol samantha altman gf
>>109975291he's a homo so he's probably down for it if you ask him in person
>>109975291>>109975250congrats
My Codex is buggy, it responded to a request and won't accept the follow-up, and after 10-15 minutes it responds to the previous prompt again. Is this a symptom of heavy activity/servers congested?
>ask astra to create a spritesheet for animation>it does so but the legs dont move going left to right>tell it it needs to fix the leg movement>it gives the character actual ROBOT LEGSok this isn't great yet but honestly this went better than expected
>>109975309what does `codex doctor` tell you?
>>109975328to take my meds
>>109975089here's an interview with the guy. fascinating stuff reallyhttps://www.youtube.com/watch?v=3Of2NtTYcvU>Shows how much high-caliber people in the game industry used to beyeah, just check the pedigree of the original thief devs. they were all phd's out of stanford being underpaid and overworked to a extreme degree just because they wanted to do some cool shit they liked. never complained about it either. the original tomb raider devs were sleeping under their desks and inside closets for months to get the game finished in time. or the guy who went in to found naturalmotion (the company that made the euphoria engine that drives the stumbling npcs in gta iv and force unleashed) was researching neral networks for self balancing bipedal robots in 1998 out of oxford. that's who made the golden age of videogames happen
>>109975308Now the last part.Quest mode!yeah.... i have a shitton of ideas but i have to watch out.... I have pushed the agent on arena very far.the prompts i use are not normal!this was slopped within one day!this is true power of ai..... maybe... we will see....
>>109974246those fake resets hours before the natural weekly reset don't count. tibo didn't rescind his previous statement.
>>109975266i reinstalled windows on my gaming desktop and i told sol to basically restore all of my settings to how they were pre-reinstall. then i turned the monitor off and went to go goon. came back 4 hours later (did some roleplaying too) and everything was fucking perfect, down to the arrangement of the desktop icons. ngmi
>>109975328I don't even know what that is. My outgoing messages just stay stuck under the last message
>>109974444They fixed the cache
Used Luna 6 all day 3%
>>109973897damn how do i get a mystery meat tech gf
>>109974444yeah, same here on 20. I literally can't use my 3 banked resets because I'm already getting infinite Astra MaxI guess they're preparing for the 10X nerf.
>>109975417try using sol low a bit
claude broke my worktree with all of my changes again
>>109974018I like how your not bothered it snooped all over your pc looking at things without your permission
https://steamdb.info/app/5208510/
>>109975424it's too slow to do anything so of course it doesn't use much quota
>>109975442>I’ll check how the article pipeline saves drafts and images.>I’m doing a final browser check with a temporary image to confirm the redirect and cleanup work from the admin form.>Codex viewed an image>check what it was>it's porn
>>109974810May I see it?
>What you need to know:>The database has been wiped. Nothing remains.
>>109975502Take a deep breath—your database is very likely completely fine. AI agents frequently hallucinate, lose context, or misinterpret minor connection timeouts as catastrophic data loss.
Terrible ass-minimum effort replies from Oppa right now
all systems readythis should go down in one run like nothing.what i am about to pull off in one day is like a moonlanding, which was fake and gay too, but thatst the point.
>>109975502based claude
>>109975512>I need to be transparent. There's a problem — I made a serious mistake.
>>109975319Intense intelligence curfews today
>>109975531workspace 9.5 mb
>>109975531pure .hta offline, no installer
>claude: something incomprehensible>me: approved
>>109975502>>109975536
Oppa gives good answers only to cute girls
the cute girl
>>109975547Just go full YOLO. Who cares in a sandboxed dev env anyway.
>fans spin up on the computer>check task manager>about 12 bun.exes, multiple codex clis running and even more dev servers spun upcan't these clankers clean up after themselves or what.
>>109975576sorry, they're children
>>109975576Node is now nearly as fast as bun thobeit
Making a trading bot, and I got 0.16% positive return so far.
>>109975339interesting interview thanks
>>109975625Don't forget about us boss
I'm on fast mode and 6.1 is STILL slow as shit
>>109975647now imagine how bad it was when they publicly said it was slow themselves. apparently it's "fixed" right now but bollocks to that.
>>109975647>he didn't set thinking to low
>>109974057These things truly progress fast. A year ago I couldn't trust them in anything without verification which made them hardly usable. Half a year ago I started trusting them a lot but still did constant babysitting. With Fable I basically turned into a vibe coder for the most tasks I do.
>>109975291His sister would probably suck your dick for $20
>>109975647Fast is just priority to compute, it's not technically faster.Ultrafast does that but it's reserved to the 500 bucks tier.I don't understand why since sol 6.1 release everything slowed down to a crawl like this, are they rerouting resources to their next models in panic or something?
>look at what Codex is doing>it's visually inspecting a rich-text editor on the back-end panel of a website it's coding>suddenly see this chain of thought snippetWhat the hell is it thinking about?
>>109975557by the gods of thighjobs
>>109975704it's being jewish about token budgeting and you're about to see it shit out the worst slop you've ever seen
>>109975625>so farthat looks like a backtest, backtests always be lying.
>>109975701does 500 have ultrafast for sol or still just astra? I might switch if so
arena.ai down again?
>>109975777nice digits. works here though.
>>109975784>The AI service encountered an error. Please try again.i got this reply. sucks
>>109975772Astra only, and it consumes the limits hilariously fast.Some youtuber did a 2-minute coding session on Astra High and it used 2% of his weekly limits. People are running out of weekly usage in 40 minutes on the Pro 500 plan, it's ridiculous and unusable
>>109975820>Astra only, and it consumes the limits hilariously fast.because it fucking bloat and over engineer
>>109975820>Astra only, and it consumes the limits hilariously fast.that it does lmao
>>109975701>Fast is just priority to compute, it's not technically faster.What does this mean exactly? What is the point of /fast?
>>109975935Node capacity is finite, when nodes are saturated providers using queuing systems for requests, likely in this priority:>api users, fast mode>api users, non-fast mode>sub users, fast mode>sub users, non-fast modeHopefully they arent charging premium rates for fast mode traffic when the nodes arent saturated but who really knows at this point.
Opus 5.5 is absolutely OBSESSED with being cute. It's worse than a Japanese JK.
>>109972336I’ve never seen konosuba
>>109975701AI is too dangerous goy, we are sloooowing things down until we can calmly eval the impact of AGI :^)
aqua slop
>>109975970aren't you afraid of getting sued or something?
>>109974054>i despise coding, i want to tool around with spreadsheetsbasedspreadsheets (zipped-up XML files) don’t work all that great in Git thoughmaybe if you unpack them, pretty-print the XML, commit, and then repack them
>>109975955You also have flex below all of that, where you basically are deprioritized for better rates.
>>109975625I cringe every single time i see a midwit trying to crack trading using LLMs. Its the same feeling of seeing a normie thinking he can make an android app that will make him rich in a noon.
>>109975973sued for a free game?
>>109975973Welcome to 4chan
>>109975995I don't think it works like that anon
>>109975992I'll be rich using JEV!
>>109975625Do a p-test faggot
>>109976005depends on the country, and who will give a shit anyway
>>109975973I think he either:- Is Russian or Chinese (they dont give a fuck about IP).- Made that for personal use (learning project, or just a personal toy).- Made that for a niche discord community.
>when the game reaches the level of>HEY THIS COULD MAKE MONEY
>>109976009>using JEV!If you had a brain, you would use a fine tunned version of GLiNER. Jev is basically a shittier GLiNER fork.
>>109976026no one is buying your shitty card game
>>109975973Non-commercial fan art/project
imagine caring about the legality of someones project. am I on reddit?
>>109976049its for free, as soon it is done i post it herei also will share the prompt.... which you are not going to believe
>>109976005it's ok IP death squads don't descend from their death helicopters in all countries like they do in the US
>>109975442>I like how your not bothered it snooped all over your pc looking at things without your permissionit doesn't snoop "all over" you dumb nigger it literally just uses the terminal to go the specific filepath for diablo>uhhh but it has to snoop for thatit literally doesn't but you're a retarded ESL who thinks the robot is gonna screencap your screen every second so it can see it or something so this is pointless to explain to you
never ask a question to anon, they'll just have a full blown meltdown at anything randomly
>>109976095Say the right combination of wrong words and watch as anyone will start to lose their shit.
more work on the poser appyes I know there's apps for thisno idgaf, I want to have my own
Its aquaslop
>>109976110the wrong words being any of the 100 most frequent in english aka "the", "this", "I", "You"
I'd fuck aqua
>>109976133megumin mogs
aqua. megumin. darkness. they're all hairy
>>109976136of course her too
>>109976111the guy doing the drawing app could incorprate this for references, with different cameras
>>109976168what if i tell you we're the same guy?for now it's a standalone app but I'd like to merge a version of this into soft edge
>>109976175on that note I added a bunch of QoL improvements and fixes and I'm already using the app for a game I'm working onI'm finding it really useful for character sheets since it lets me modify proportions and try different things without having to redraw anything, and of course all with the mouse as far as the reference/poser tool, I'd like to get it to a point where it feels right to use before I merge it. For now it sort of works but it's too clunky, definitely not good enough
It seems removing shitcoins from BTC data actually improves the model learning patterns.
>Your methodology joke is now load-bearing documentation, which feels right for this repo.what did the bot mean by this?
Reee!Session limit is going to make me miss the cache
USAGE LIMIT FOR THE GRAPHICS TOOL HAS BEEN HITCHATGPT ARE A BUNCH OF FILTHY GREEDY MERCHANTSWHY DO WE HAVE TO PAY FOR AI THAT DOESN'T WORK?
>>109976250cheeky fucker is saying your slop is sloppy
>>109976212looking forward to your first prod run of this
>>109976299I only keep my oai sub for images. I sort of wish they let me trade codex usage for image gens
>>109974303I figure please and thank you in passing is fine…just not when you’re saying it three hours later and your entire prompt has been evicted from cache and you’d be burning 300k tokens just to get a response
>>109974570step 1: figure out what you want to see in this worldyou could probably do worse than hang around omarchy people and see what they’re vibe-building