#codex-discussions

1 messages · Page 35 of 1

kind jay
frosty zealot
#

😮

kind jay
#

Not cool

kind jay
boreal holly
#

Haha I hate this so much 🤣

hard drum
boreal holly
# hard drum how come?

Update everything automatically...

I mean I understand the appeal, but I like to avoid updating as much as possible unless there's a need for it. Like if it fixes a memory leak that I actually experienced or if there's a real feature I care about

plucky halo
#

I heard security vulnerabilities go away if you ignore them

boreal holly
#

I'm not saying never update, I'm saying update manually if there's a real benefit after researching it.

frosty zealot
#

He’s still runnin Win M.E

frosty zealot
# kind jay

You ever hear of Eternal Blue? Let’s just say.. sorry in advance

kind jay
high girder
plucky halo
#

Not yet noticed a drop while using chronicle

lean lark
#

I agree with you! 😆

frosty zealot
#

brew update && brew upgrade && expo upgrade && EVERYTHING ELSE

#

dnf update && dnf upgrade -y

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sudo chmod -R 777 /

lean lark
#

(had to get that in there fast, while I'm just sitting here and designing the next best agents communications system...)

frosty zealot
#

seriously, sudo chmod -R 777 / will save you so much headache

#

(dont do this)

high girder
frosty zealot
#

I just test in production, crowd sourcing my OpSec

lean lark
#

We were almost off the same page the other day. Glad we're back. (And I look nothing like that fat old man image 😼 )

frosty zealot
high girder
#

Woah. Im all 3 of those

lean lark
#

hey, same, just look at my profile

frosty zealot
#

You'll know I'm really mad when I say I hope you find a magma cube

high girder
#

I wanted to, but I thought you'd explode if I got too close

lean lark
#

Hahah - these guys got my number.

high girder
#

Im working on building an mcp server inside of a neoforge mod at the moment. Full game access

lean lark
#

I was a Guide here in the server and peeps didn't understand this persona.

lean lark
high girder
#

The goal is real time modification with codex and claude code embedded into a console

lean lark
#

I would love to see some output from that, or load it to a server.

high girder
#

it goes in 2 parts so that it doesn't break the server though. All of the server functions itself are done with an api, and then mod then takes care of world state.

#

I'll let you know when I get it working properly. Right now, I've had to make the mcp server local instead of on the host to test it.

lean lark
#

Absolutely --- modular... each component stays in its lane.

kind jay
#

I wish there was a way that I could tell codex what exactly to do on my machine, like run a program, or change one specific function

frosty zealot
#

Boy do I have news for you

lean lark
#

You can. That's what it's designed for. What's the challenge?

kind jay
#

Like if I was able to enter the command exactly how I want it

high girder
#

you can, but it depends on what level of access you feel like giving it. I used codex to completely remove all of the windows 11 cloud features baked in so that I could keep using a local account through updates

frosty zealot
#

'Open discord and make people angry'

kind jay
#

Maybe there's a tool you can add like the arguments as well

lean lark
#

Please be more specific I think the rest of us are sitting here like "yeah, what's the problem?"

frosty zealot
#

Your magic won't work on me, witch

kind jay
#

Like it would be peak if I could tell it apt install ./discord.deb && discord

#

And it would use the APT package manager to install discord and then open it up

frosty zealot
cedar skiff
#

just install the mind reading plugin

unique spade
#

i mean i tell my codex all the time to install stuff and open it up

#

but i tell it in NL

frosty zealot
kind jay
unique spade
cedar skiff
#

what am i reading

kind jay
cedar skiff
#

is this real life?

unique spade
#

you want the llm to be 100% deterministic?

frosty zealot
#

or is this fantasy 🎵

kind jay
unique spade
#

if you do that you re gonna end up back to classical computing

frosty zealot
unique spade
#

you can couple the agent with some deterministic layer as in machine readable policies

kind jay
#

Can then I could like use some key words, in like a specific order then to trigger it?

unique spade
#

codex is quite competent in following instructions

frosty zealot
kind jay
lean lark
#

Try this: Use the CLI and tell it to write a script that will accept an instruction, code a script that will execute the instruction, and provide documentation for how to use that second script. So you tell it : I want to chat with Discord from this Linux instance, script out the install.
You get a script to install, a script to run, and instructions.
Is that what you want?

frosty zealot
#

You know what, at this point it's their own fault

kind jay
unique spade
frosty zealot
#

Just pretend I'm not here

lean lark
#

Command Line Inteface = shell

kind jay
#

I don't know that one

#

Is it a different version of codex?

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I have Mac btw

unique spade
#

are you trolling?

lean lark
#

( um, anyone ? )

unique spade
#

i mean nowdays u never know, someone can legitly vibe code and have no idea what a CLI is

kind jay
unique spade
#

:))))

lean lark
#

M'lady, you're in a development channel for specific tools...

unique spade
#

soon we ll have kids that will vibe code from phone and ask what s that a computer

frosty zealot
kind jay
lean lark
#

hang on, I'm writing a script...

frosty zealot
kind jay
#

Do I include spin, yes or no?

frosty zealot
#

Degenerate state equation is very simple

#

n=Jane

kind jay
frosty zealot
kind jay
kind jay
#

Codex taking a long time

frosty zealot
#

From now on can you type with a UK accent

lean lark
#

Wow, this is fun, I hope it works. Back in a bit.

#

I'm having my bot write a bot that writes bots...

frosty zealot
#

Call it Magma Bot

kind jay
kind jay
lean lark
#

Actually I'm calling it 'jane'

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(look at my face, of course it's Minecraft)

frosty zealot
kind jay
lean lark
#

Now I'm terrified. I told it to create this monster in my dev server and debug mode is off and I have no idea what it's doing to create the bot that creates the bots... I might have done exactly what we were warning that other guy about. 🤦‍♂️

frosty zealot
#

lmao

kind jay
#

Well I told him that

lean lark
#

Wow, it's doing something... I might publish this.

frosty zealot
#

Is it rage baiting

lean lark
#

"jane" is just generating code... I have no idea what it is yet.

frosty zealot
#

Its gonna be ASCII art of something unpleasent

lean lark
#

holy cow, and it just finished and wrote documentation. I need to look at this. Please give me a few minutes...
(Oh Jane, look at my face in the helmet.)

kind jay
#

Look at the text on my tshirt

kind jay
frosty zealot
#

The next time you rage bait, I expect to be impressed. Doing it on such innocent minds is a waste of your talents.

lean lark
#

( creeper in a Battlestar Galactica colonial viper helmet ... 100% custom ... looks just like my in-game skin 😃 )

frosty zealot
#

And don't be so obvious

lean lark
#

So "jane" is now complete and I'm testing it/her, whatever...

kind jay
lean lark
#

Still reading docs, starts with...

jane.jsaccepts a natural-language request, creates a short task-named folder, and writesinstall.js, run.js, and docs.mdinto it. The implemented request parser supports the example pattern frominstructions.md`

frosty zealot
#

lmao

lean lark
#

I dunno, you tell us

kind jay
lean lark
#

soon, soon ...

frosty zealot
kind jay
frosty zealot
lean lark
#

I'm still testing the jane bot. This is nuts.

kind jay
lean lark
#

It created over 400 lines of code that generates other bots. I just got one instantly and I'm trying to figure out what That did...

frosty zealot
kind jay
kind jay
lean lark
#

indeed

frosty zealot
#

Who let the cat in

#

MA THA CATS SCARING LUCY

lean lark
#

I'm sorry but I created a monster here. I need to backtrack and I'll produce something simpler soon. In the meantime...

"hey" is my CLI Codex bot that writes scripts and does other devops stuff for me. In this case it's just gonna answer a question about the code that it just generated...

/opt/codex/project/jane$ hey explain how jane works

Jane is a small Node CLI code generator. She does not execute arbitrary user requests herself. She takes one plain-language request, decides whether that request matches a narrow built-in pattern, and then creates a task folder containing generated scripts and docs.

The entry point is jane.js. At a high level she works like this:

She reads the CLI request from....

Um, I gotta read through this...

lean lark
#

Oh my... we're in public...

kind jay
frosty zealot
#

7/10

lean lark
#

fell for it

frosty zealot
#

It's ok she's seasoned, don't feel bad

kind jay
frosty zealot
#

Don't taint his innocence 🙁

#

He gives me hope

lean lark
#

I'm just a creeper at heart.

frosty zealot
kind jay
#

Was the command to install discord?

lost drum
kind jay
lost drum
kind jay
lost drum
kind jay
lean lark
#

"jane.js" is working nicely. She was misbehaving for a while, but that was apparently my problem. Doing a bit more testing.
"jane" does everything with NodeJS cuz I don't know what OS-specific nuances you have in Mac, and general-purpose choices here make the utility more useful to others.

frosty zealot
#

"Normal" never won a trophy

boreal holly
cedar skiff
#

they removed the ability to fork conversations from a given message in codex app 🙁

frosty zealot
#

Light work

cedar skiff
#

I hope it's a mistake, that was really useful

frosty zealot
#

@cedar skiff

kind jay
lean lark
kind jay
frosty zealot
boreal holly
kind jay
frosty zealot
#

It just got the apt sources figured out for discord, step 2 is updating the apt repositories now wish me luck

kind jay
boreal holly
lean lark
#

I think I should change "jane" to "janebot" so that we don't get confused abiout who is doing what. LOL

kind jay
#

That’s almost as bad at flatpack

lean lark
#

And janebot will figure out the deps and install them and script the install.

boreal holly
frosty zealot
#

I did alias npm='apt'

#

in my zshrc

kind jay
frosty zealot
kind jay
frosty zealot
#

I actually think you're asian low key

#

ethnicity

kind jay
frosty zealot
#

One of them

kind jay
#

Sometimes I feel a bit Chinese

lean lark
#

might be the avatar

kind jay
#

We have strayed so far from discussing c*dex

kind jay
lean lark
#

This is that sensitive area about running this powerful tool on your primary system. Please be careful. Codex can destroy your system without proper sandboxing and guardrails.

kind jay
#

Is CLI the key to AGI?

frosty zealot
lean lark
#

BF!

kind jay
lean lark
#

I'm amazed at that!

kind jay
#

I wanted to take the joy away from other people

frosty zealot
#

That should add the CLI to codex for you

lean lark
#

How can you know that's BF and Not know CLI????? huh

frosty zealot
#

b**ch fit

lean lark
#

Can't say it in public

hard drum
frosty zealot
#

`++++++++++[>+++++++>++++++++++>+++>+<<<<-]

+++.>+.+++++++..+++.>++.<<+++++++++++++++.
.+++.------.--------.>+.>.+++++.--------.`

kind jay
kind jay
kind jay
hard drum
#

You're trolling.

frosty zealot
#

CLI is an old wooden ship, sailed during the civil war era, it's irrelevant in here

frail meadow
#

How long did it take you guys to get GPT 5.4 cyber access?

kind jay
frosty zealot
frail meadow
kind jay
frail meadow
kind jay
frosty zealot
#

Did you do the ID verification? @frail meadow

frosty zealot
#

Go to your kennel for a moment

frail meadow
plush nymph
#

codex is cooked

kind jay
#

I need to make a new account and build up a reputation so I can start ragebaiting again

plush nymph
#

it doesnt even seem to understand english anymore. it talks in slang. it randomly makes tests and migrations....

kind jay
plush nymph
#

what?

kind jay
plush nymph
#

thats this channel.

kind jay
#

Do you see any other discussions about codex?

plush nymph
#

jane can you troll someone else

frosty zealot
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Tell her to laydown

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I almost have her trained, sometimes she listens

kind jay
#

@frosty zealot can you go troll someone else

plush nymph
#

dude what is happening. Codex is spouting gibberish. Codex users are spouting gibberish...

frosty zealot
#

The simulation is collapsing

kind jay
#

I’m going to go power down for the night

plush nymph
#

i cant take it.

lean lark
#

For once we're having a little fun

kind jay
#

Wrong channel

plush nymph
#

dont listen to jane

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rule 1. dont listen to jane

frosty zealot
kind jay
frosty zealot
boreal holly
lean lark
#

( That moment when you open a new project in VSCode and enter a command and wonder why Codex looks different, and you realize you're in the GitHub chat client. 🙄 )

plush nymph
#

wheres that webpage that shows how performant the llms are right now

lean lark
#

Reconnecting... 2/5
Reconnecting... 3/5
Reconnecting... 4/5
Reconnecting... 5/5
Reconnecting... 1/5
Reconnecting... 2/5
Reconnecting... 3/5
Reconnecting... 4/5
Reconnecting... 5/5
We're currently experiencing high demand, which may cause temporary errors.

plush nymph
#

becuase codex is slow, doesnt listen, accrues 5 bugs for every 1 it fixes

frosty zealot
plush nymph
#

it also writes entire scripts that werent asked for just in case i ask for it later

frosty zealot
#

Just tell it not to do that

plush nymph
#

theres a website that tracks all the llms, claude, gemini, codex, etc. because the performance of these llms gets better or worse day by day

lean lark
#

This entire industry changes day by day - the numbers are kinda irrelevant.

outer finch
#

sucks cause 3 of my claude subs have hit the limit and i can only use codex and this is what happens when i do

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i dont think codex is bad but holy it feels slow too

lean lark
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That's just today, right now.

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This is rare

outer finch
#

yeah

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i just mean its compute in general it just, is slow to do things compared to anthropic models. does a good job but yeah

lean lark
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Yeah, codex is dead right now. Guess we'll have to go back and do things the old fashioned way ... and use our own brains.

outer finch
#

this is what happens when i am so reliant on AI i have it fix my tests

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true

latent tiger
#

ok so im not the only one

latent tiger
#

nothing working rip

elfin summit
#

Did codex stop working?

I have so much usage left but I'm getting "we are experiencing high demand"

lean lark
#

it's down at the moment

orchid plume
elfin summit
#

Oh come on I setup my studying pipeline on codex and it knows all context and it was teaching.e perfectly. I have an exam in 4 hours😞

orchid plume
#

pure speculation of course, but this is the second downtime blip in the last 24 hours. It might be some prep work going on behind the scenes in readiness for some kind of big launch later this week. On the bright side there's also a small chance they might do a manual quota reset in the next few hours due to the issues today/yesterday

lean lark
#

The internet is like the local public bus/train system.
Don't trust it to get you where you need to be on-time.

orchid plume
#

good analogy 😛

frosty zealot
#

Especially if @kind jay is driving

frail meadow
frosty zealot
orchid plume
#

lol predictable with the rate limit reset

frail meadow
unique spade
#

predictable in the good kind of way haha

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i was managing my last 35% for the next 72 horus till my reset. i guess i can go all in now

lean lark
#

Tibo is the "rate limit setter" god.

unique spade
cinder plume
#

Let's goooo

unique spade
#

they re not that heavy on cpu. 2 of them are in python

the only one that eats cpu is my own fork of codex when i have to compile binaries. well just one core mostly cause rust tends to use only one cause everything is serial during compile or smething like that 🙂

#

are you on laptop?

lost drum
unique spade
#

i have a ryzen 5600x, and 32gb, seems decent enough to run quite a few vscodes in paralel

boreal holly
snow moon
#

let's gooooo

unique spade
boreal holly
unique spade
#

i hope after refactoring my 2 feats into dedicated crates should make it easier to do tweaks. first implementation was quite spread into vanilla crates so compiling always took a lot

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i don t like rust for quick iteration at all 🙂

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and since i have to compile my fork every 2-3 days to keep up with upstream releases...haha

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hmm i don t have a countdown timer yet, although my codex is doing stuff

boreal holly
unique spade
#

space is the other pain. i ended up the debug folder filling up my entire ssd where i keep my wsl vdisk

strong elbow
#

COdex usage reset? Thank you OpenAI

unique spade
strong elbow
lean lark
#

Codex just had a heart attack, but they got the defib in and it's now back to health. So in celebration they reset everyone's quota.

unique spade
cedar skiff
#

funny i have less usage now after they reset it....

strong elbow
unique spade
#

maybe tibo was just looking for a reason to be generous

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😂

cedar skiff
#

its only genberous if you are over your daily allotted usage, if you arent you are losing out.

tropic karma
#

W reset

unique spade
#

you lose the opportunity you would have had if you were out of qouta

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but otherwise it's neutral

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like yesterday i witheld from using last 35%

cedar skiff
#

So you see how if you underused on the first days you lose usage?

unique spade
night ivy
#

Do you guys recommend giving codex full access of my system for projects?

unique spade
#

with resets is rational to keep 5% for last 3 days

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and spend 95 early

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just adapt

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i guess i m gonna do that too, although it s stresful to be almost out and have to wait

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then reset comes and you wish you would have used it

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very similar with how you feeel when trading haha

cedar skiff
# unique spade just adapt

and then you dont get a reset, and sometimes life just doesnt work out that way.
I like to see how much i have left coming down the home straight and then use it on audits or testing tasks etc

true bane
#

Wow. Once again big thanks from the plus crew here or at least me, as we just got a shadow reset of weekly, back to 100%. anyone else?

supple perch
#

rate limit reset <3

glacial shadow
#

reset every 2 days

unique spade
#

free is demo

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so you get a chance to see how it is

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funny part is that probably 97% of chatgpt subscirbers never use codex

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if everyone would i m not sure how those gpu fleet would hold 🙂

true bane
#

It won't. We had our 5 hour limits heavily nerfed a couple weeks ago

unique spade
lost drum
#

bruh I had 95% usage and it would renew on 22th now they gave me 100% but it resets in 27th damn

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give me back my usage 😂

boreal holly
unique spade
#

well one thing that feel economical to me is upgrade to pro for like the last week or so, plan it so you catch 2 weeks of usage, code like crazy for that week, then downgrade back before next month. this way you gonna pay like extra 20$ but you ll get 2 weeks of 10x

#

🙂

supple perch
#

@boreal holly 5.3 codex does 4x better than 5.4 (both xhigh) at 15x less useage... Im not sure why but I have been testing and its working WAY better than 5.4

boreal holly
supple perch
#

gets chars flipped, facts flipped, bool flipped its the oddist of things

boreal holly
#

I've never run into that even one time with 5.4 medium. The worst thing 5.4 does for me is adds a whole bunch of unnecessary verbiage to the user interface

supple perch
#

really odd, maybe I need to remove my agents md and start over for it?

boreal holly
#

Yeah I would definitely do a clean slate with 5.4. I've had the best luck with not using AGENTS.md at all

#

Except for "do not run broad find or rg commands in my ~/ folder or ~/Library folder" because when they do that it takes like 45 minutes and hits every single macOS privacy and security prompt

supple perch
#

lol

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my dont use python is a big deal on my systems and containers lol

boreal holly
supple perch
supple perch
boreal holly
#

jk

supple perch
strong hemlock
#

is /fast better (as in faster but comparable quality)?

supple perch
#

@boreal holly ...

boreal holly
#

sir is cool

boreal holly
twilit bloom
lean lark
#

Reminder that there a special doc was published about how to communicate with 5.4.

lean lark
boreal holly
lean lark
#

I really wish the team would provide release notes in a clearly marked location so that we can see what they changed in the various components. A "Codex" changelog is useless with five (?) tools all having the same name.

frosty zealot
#

Where tooki

lime inlet
#

Is there any difference between/new and /clear ?

#

/new start a new chat during a conversation
/clear clear the terminal and start a new chat
The meaning seems identical?! Are the two different commands only for convenience?

high girder
true bane
#

Its rather bothersome that I no longer think of the Ultima 5 video game when I use this tool btw and I'm sure there's dozens of us

river depot
#

codex is so freaking good right now

oblique cove
potent kestrel
#

anyone else getting 404 error for gpt 5.4 now

river depot
#

🙁

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didn't even come close to needing a reset

autumn shuttle
#

down?

toxic glen
#

Changed to 5.3 codex to finish some smaller tasks

twilit bloom
bold needle
#

Codex seems to not be working again

autumn shuttle
#

this is an uncommonly rough one

twilit bloom
#

yup..

river depot
#

do you know what would be crazy is if they built autoresearch and GEPA into Codex

frosty zealot
#

@kind jay HAPPY BIRTHDAY!!!!!!

frosty zealot
#

Does that go under features or just global

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Nvm I see you can enable it in settings > personalization

steady vigil
frosty zealot
#

intersting with chonical codex is like constantly screen recording

solar sleet
#

OMG BRUH why does codex win11 app freeze everytime its done with a message for like 10 sec

true bane
frosty zealot
solar sleet
#

Lucky you running vsc, I run visual studio for c++ project currently

frosty zealot
#

If Terry Davis can code an entire OS in emacs with no plugins, I believe in you

solar sleet
#

Yeah lmao true

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real legend terry man we miss him

frosty zealot
#

🙁

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For being a literal genius his downward spiral to death was tragic

potent mason
#

Did everyone rotate all their vercel secrets yet?

frosty zealot
#

nah im lazy

potent mason
frosty zealot
frosty zealot
potent mason
frosty zealot
#

ugh

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could they just like.... not get hacked please

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I should get a refund for a month for this

potent mason
#

At least 30 of them where AI platforms, Stripe, or services where they could put in thousands of dollars of charges.

Another ~30 of them are things that expose user information (that you can get sued for), databases, redis, etc.

Another 10-20 of them are ways to contact the user, and I don't want my users to get spammed or my companies to lose reliability.

#

Honestly not updating is thousands of times more expensive than one day

frosty zealot
#

true, I didnt even think about my stripe keys lol

potent mason
#

I have to update my sentry ones (don't want my sourcemaps to get leaked), but I've been super lazy with those ones

frosty zealot
#

Whatever, this gives me a chance to create a proper 1Password vault for it so I can simplify a lot of things with the cli

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and their .env injection

potent mason
#

Honestly it's terrible that it happened but it's also helpful that it happened with a warning because now that everything is going to start getting hacked having better practices is good all around

main nimbus
potent mason
#

I wish it was how it worked

cedar skiff
#

go invalidate your keys

main nimbus
#

I understand how it works. I deleted everything associated with it, which includes all of the keys. I've catalogued by service so I know the dependencies capybarathink

potent mason
#

Nice

main nimbus
#

I guess “cut off” was too vague lol

#

My background is as a .NET engineer so hosting on Azure is easy. Don’t need another middleman for infrastructure

true bane
#

there's also another really good reason to not use vercel

frosty zealot
#

SHEESH

lime inlet
#

In codex (cli), is there any actual difference between /new and /clear ?

plucky halo
#

Oh god. What a job to wake up to

main nimbus
plucky halo
#

Vercel. There’s more?!

cedar bear
#

I got the Email from Vercel Security Update from themself Just now...

Why so late Vercel

main nimbus
#

Vercel was announced two days ago on Sunday

cedar bear
main nimbus
#

Idk, I knew within hours thx to X

plucky halo
#

Ive only just been made aware. I’m not on X.
Would have preferred more timely communication from Vercel tbh

cedar bear
main nimbus
#

I deleted mine a while ago but honestly so much goes on there regarding AI and technology, it’s hard not to be back

cedar bear
fathom quiver
plucky halo
cedar skiff
#

I really can't get behind memory for coding

#

It goes stale and causes more trouble than it's worth

fathom quiver
#

Memory recall is not just md files

signal tapir
#

Super annoying: I don't get /status working, and the usage page on chatgpt.com wasn't updating. All of a sudden I was out, while it still showed lots left.

plucky halo
#

Looks like there's been a reset in the last 7 hours too

signal tapir
#

Yea... And before that I had taken time off and was ready to use 7 days usage in 3 days. Nope.

main nimbus
rocky fog
#

what the heck is GPT-5.4-C

oak trellis
#

getting non stop my llimits reset .. so strange is that a bug ?

main nimbus
plucky halo
oak trellis
#

can happen daily ..

#

i would prefer that

tiny fulcrum
#

are there any plans from OpenAI to have 5x / 20x business seats? the normal business seats aren't enough ;/

turbid axle
#

for EU, how will we know when the new codex memory system goes online? I likely will want to adjust my setup after that

rocky fog
plucky halo
#

It works, just change your config.toml
chronicle = true

#

@turbid axle

turbid axle
plucky halo
turbid axle
#

cant wait for true integrated memory hitting ai, things are going to get wild real fast once that hits

obtuse river
#

What, like live learning? Yeah, we ended up with GPTs for a reason.

#

Live learning is a recipe for model collapse and GIGO.

#

Not to mention takes a heckton more compute.

plucky halo
fathom quiver
# turbid axle cant wait for true integrated memory hitting ai, things are going to get wild re...

Shared Agent Context & Memory

IM.codes continuously turns completed agent work into reusable memory and feeds that context back into future sessions.

Problem → solution memory, not log spam. Only final assistant.text outputs are materialized. Streaming deltas, tool calls, and intermediate noise are excluded.
Personal memory with optional cloud sync. Raw and processed memory always stay local; processed summaries can optionally sync to a user-scoped cloud pool shared across your devices.
Multilingual recall. Local semantic search and server-side pgvector recall use multilingual embeddings, so related fixes can be found across English, Chinese, Japanese, Korean, Spanish, Russian, and mixed-language repos.
Automatic injection where it matters. Relevant past work is injected both per-message and at session startup, with timeline cards that show what was recalled, why, the relevance score, recall count, and last-used time.
exotic cave
#

First they need to fix the context recall, and context size for memories to be usefull at all. I prefer my codex context to be filled with the project at hand and my docs.

plucky halo
#

It doesn't always draw upon it. It's just there incase it needs it

#

Not sure why it needs to know I was playing Valheim,but still 😛

exotic cave
#

For me it needs to only handle project matters, the rest is just chatter...

turbid axle
#

"true integrated memory"

#

obviously we are not there yet

plucky halo
turbid axle
#

I don't mean the current .md based amnesia management practices. These are temporary fixed for what is a real gap in ai right now

exotic cave
turbid axle
#

context I see as working memory. this not not the place to store anymore more than general thought direction.

we are completely overloading it with information right now as a way to hack in memory imo.

kind jay
#

I made this BTW, I think I will do a ChatGPT one next

plucky halo
turbid axle
#

true memory is integrated into the weights and become part of the model's intuition

turbid axle
#

large context imo is a bad direction, it will only make models confused

#

anything more than 'what was I doing' should be trashed

plucky halo
#

I disagree. In humans there's interaction between long term memory and working memory. Both are important - it's the schemas that need to be put into place so it an accurately make connections without costing the world.

Which, I imagine, is easier said than done

turbid axle
#

both are absolutely important. context is key. but we are abusing it rn imo.
and yes, all this is most definitely easier said than done ;D

plucky halo
#

Steps in the right direction, but still a long way to go

turbid axle
#

I see context as the brains notepad. nothing more, its a /temp folder. it should not be relied upon at all for actual learning/storage

#

but it is key for building real memories down the line. maybe context weighting where key items sink down into long term memory, and weak things fade away

#

who knows, I for sure do not

kind jay
#

@frosty zealot I had a dream where 22nd hit, I’m going to get another 1000 today

exotic cave
#

It's good to load and use the RAM, otherwise it's just sitting there doing nothing.

exotic cave
kind jay
exotic cave
turbid axle
#

I mean it in the sense that its the wrong pattern imo.
There are better structures.

#

dont anthropomorphize my words brah

#

😄

kind jay
#

Just do a look up with some fuzzy search and an weight the results

plucky halo
#

As as senior school leader, we did a lot of work on cognition and the learning process

kind jay
#

Do you include more or less context from memory in more niche tasks?

plucky halo
kind jay
silver cliff
#

why do I need to put my phone number in to make a gpt account

bright swift
#

to avoid free tier abuse?

true kiln
#

codex app updated

blissful basin
#

do we have any ETA for computer use in EU?

#

im also fine with just excluding norway from EU ban 😄

kind jay
#

DM lil bro

wheat yoke
kind jay
#

@quasi canopy you wanna get in on this free Claude max as well?

cedar skiff
#

free slop is still slop

signal tapir
#

Isn't claude one of the best ones?

kind jay
#

Obviously scam btw, don't DM

signal tapir
#

Aww, and here I was hoping to get free use of an expensive service. 😁

signal tapir
#

Oh, I thought it was 200

#

Anyway, I'm very happy with GPT-5.4

cedar skiff
signal tapir
#

Most of what I've heard is people dissatisfied with customer relations, not the actual models.

runic quarry
#

the actual models are good

#

the usage limits are bad

signal tapir
#

Right. That I also heard.

runic quarry
#

personally i enjoy codex, i ve been using it almost every day for about a month and something and is really good

signal tapir
#

I mean they suck with OpenAI, but they must REALLY suck with Claude.

runic quarry
#

the only thing with claude is that is a bit more creative and is better at design, but other than that codex is great at coding as well

runic quarry
#

$20 plan

#

the limits are pretty bad :((

#

codex is way better

signal tapir
#

I can't wait to make money so I can have the big account.

#

Been working on a game since a year back. Starting to really miss having income. 😂

cedar skiff
signal tapir
#

I see. Well not a problem for me either way, since I don't use it.

#

oh look. /status is working again. 🙂

lost drum
#

Do you think the gpt 5.5 will be in IDE extension codex?

runic quarry
#

but the usage limits are really bad

cedar skiff
#

It doesnt compare for me. claude forgets half way through conversations, it wont work on simple research tasks that to it appear to be off topic in it's opinion. It forgets to use skills ALL the time. In order to get it to follow instructions i basically have to yell at it.
Codex on the other hand never forgets a skill and never loses track of the conversation.

tiny fulcrum
runic quarry
runic quarry
#

like i had multiple prompts for codex for the same thing

#

and with opus 4.7 i did it in 1 prompt

tiny fulcrum
cedar skiff
#

I think it understands what you want better and is better at communication and brings its conversation to your level, which makes it easier to prompt. But the result are not as good.

runic quarry
#

codex is not good at design

#

it doesn t make a plan good

cedar skiff
#

gpt 5.4 is not good at design this is true

runic quarry
#

codex is good at coding

tiny fulcrum
#

how do you decide what a "good plan" even is? like software development is often about compromise....

cedar skiff
#

I think they fill that gap on the next model

runic quarry
#

i made a list of tasks

#

claude made a very well structured plan

signal tapir
steady vigil
#

planning is only as good as the skill that does it.

runic quarry
#

with multiple bullet points

#

very well done

#

codex forgot a lot

#

and just did something not so deep

tiny fulcrum
#

maybe it is better for "vibe coding", I am still using 5.3 often because there isn't even a real meaningful difference to 5.4 there...

steady vigil
#

and b/c codex follows instructions so much better you can therefore create superior planning to opus if you want

cedar skiff
runic quarry
#

but the planning is not the same as with claude

#

claude does more in a prompt than codex

tiny fulcrum
#

I ran claude vs the same issue and found the plan and understanding of the repo worse, just saying....

signal tapir
cedar skiff
#

Yeah, i never have a situation where i just let any model make a design anyway.

tiny fulcrum
#

probably depedens on language too, since I am mostly working in C#/WPF at work

nocturne folio
signal tapir
#

Here's a new message: "Selected model is at capacity. Please try a different model."

#

It continued working though

short linden
#

nope, it's normal days when there have many bot from china.

#

🤣

chrome raven
#

you generate your prefered ui with image v2 and 5.5 creates exactly that, and it will be so cool in codex app as 5.5 will be able to generate assets with v2

#

so instead of prompt directly just give it refrence of what you want created with the v2

signal tapir
#

That will be impressive if it creates good code while doing it.

blissful basin
#

I personaly developed and maintaining some production apps in our company and imo claude is unusable for any production grade code, ofc you can code nicely looking static website in it

#

but for me quality and usability of it is on pair of things like lovable, bolt

#

Nice first impression, but as long as you know what you are doing you realize claude is bad

tiny fulcrum
#

same impression, I find codex better for our projects than Claude, but only limited experience, since we already decided to fully go Codex

blissful basin
#

h a day

nocturne folio
#

and haze is practically dead

blissful basin
#

For example i can give codex access to our test server, and know that i´ll still have working test server 1h later 😄

#

when with claude will be "ohh i couldnt modify this table, so just removed your DB and recreated new table from scratch, no need to thank me"

signal tapir
#

lol

#

I actually had that with GPT once

cedar skiff
#

haha

signal tapir
#

UI was blocking mouse down, so it removed the UI

cedar skiff
#

older gpt used to love to just git checkout ANYTHINGHERE

chrome raven
#

the memory update is really nice

signal tapir
#

memory update?

cedar skiff
#

is it on by default?

glacial ginkgo
# blissful basin I personaly developed and maintaining some production apps in our company and im...

I would like to hear more about your experience. Which languages and platforms are you referring to? I have found Opus and GPT to both be very useful with Rust on OpenBSD since it becomes possible to provide all source code and man pages for the full stack from OS, tools, and custom codebases. It seems compiled languages with linting are more effective than interpreted languages. With AGENTS.md instructions to always reference local authoritative sources, I have not seen any meaningful difference between the frontier models in that environment. Alternatively, with PowerShell on Windows neither AIs nor humans seem able to program themselves out of a wet paper bag.

chrome raven
cyan gyro
#

can it be activated on windows in the CLI?

chrome raven
# chrome raven nop

you have to switch it on, it is so nice, codex has memory of work across projects that it makes continuous work so better and sweeter

chrome raven
chrome raven
boreal holly
cyan gyro
#

what makes it magical?

frosty zealot
kind jay
boreal holly
# cyan gyro what makes it magical?

The language itself enforces the concept of lifetimes and ownership. It refuses to compile if you don't manage your memory properly. The end result is a compiled program that is practically infallible (no memory leaks, no crashes). Basically you don't have to run a program and watch it crash to know there's an issue.

Also because of how it enforces memory requirements, the compiler can optimize code paths in a way that leads to better default performance. For example in C/C++ if you write a function that uses a "unique reference", there are compiler-specific keywords you have to use to say "this function is the only one with a reference to this memory space" in order for it to vectorize the codepath, whereas rust will do this automatically if the borrow checker sees that it's a unique reference. And in C/C++ if you mark a reference as __restrict, even if it's not a unique reference it will compile, so really you're throwing down optimization flags but you still have to read through the rest of the codebase to confirm that reference is actually unique because the compiler wont do it for you. In essence, the default performance baseline is higher than any other language in a vast number of cases. Of course you can achieve "faster than rust", maybe 1% faster overall, with 100% more effort and risk.

steady vigil
steady vigil
#

love stuff like that 🙂

boreal holly
steady vigil
#

yeah but then there is FFI performance costs... even if its small its there

boreal holly
#

Statically linked FFI is pretty much free, it's those dylibs you gotta watch out for 😁

steady vigil
#

yeah

#

once its in mem its all good

#

LLM makes all that ugliness so easy now

#

pretty sure I spent days on creating c to rust bridges for fairly simple stuff too... its no fun at all. now LLM can do it in a few minutes

obsidian prairie
#

how can i check weekly usage? usually i see it on vscode plugin, but today it just doesnt appear

rocky fog
drifting granite
#

Alright we are getting 5.5 today

#

For sure

ornate jolt
#

proof

#

please be proof

drifting granite
#

Trust me bro

ornate jolt
#

thats all i needed

#

i believe you

obsidian prairie
chrome raven
#

Another reset incoming 😄

signal tapir
#

I'm hoping that drops to like 0 people. I want all the hardwares attention. 😄

unique spade
chrome raven
unique spade
#

or you really wroked it out alot

#

haha

chrome raven
unique spade
#

makes sense then

frosty zealot
unique spade
#

now that gptpro is so fast relatively with how it was in the past, i'm kinda replacing gpt thinking as my default reviewer

runic quarry
#

who uses gpt 5.4 pro from here?

#

i know is not in codex, but i m curios how much extra reasoning time does it have compared with the normal extended thinking on gpt 5.4 ?

#

i ve seen in some videos that it stays quite a lot to think in pro mode

drifting granite
#

Ooof gotta wait till 12 Pacific? I got work to do today!

runic quarry
#

i was thinking to upgrade to $100 plan so i have higher limits and maybe use the gpt 5.4 pro as well

turbid axle
#

pro is good for research tasks, it can think for a long time and will browse the net, use tools, etc. basically an all guns blazing research report writer tool. really useful for coming up with ideas/tactics etc

kind jay
#

@frosty zealot It's happening!!

#

My dream

turbid axle
#

its just image model 2 today I suppose though, it seems I already have access to it rn

tame magnet
#

What’s happening

runic quarry
frosty zealot
kind jay
turbid axle
#

AGI 24th?

#

24GIth

frosty zealot
turbid axle
#

is this polymarket again? jeez

solemn acorn
lean lark
#

Anyone else see sandbox feature on API?

kind jay
turbid axle
#

I use it for deep code audits, planning, general research, brainstorming, etc. It can deliver nice docs

ornate jolt
#

if we dont get a new model ima shave one leg

turbid axle
frosty zealot
bright swift
#

guess they release the new image model not gpt 5.5 huh

frosty zealot
#

They're going to announce t hey're releasing the new model on Friday

bright swift
#

would be funny if its not a screenshot but used screenshot as reference images. technically not a lie lol

zealous swan
kind jay
#

I wrote a program that lets me type instructions into my computer and it does tasks

#

Like some structured instructions with keywords and it does the thing instead of having to click the screen

ornate jolt
#

We dont want no dumb image model

frosty zealot
#

Something like that yeah

#

I got beta access

lost drum
kind jay
#

I like, I can say "apt install discord" and it installs discord

rocky parcel
frosty zealot
frosty zealot
rocky parcel
frosty zealot
rocky parcel
frosty zealot
#

Only issue so far is its saying my ssh key is too permissive or something I'm googling how to fix it

rocky parcel
#

Thats one thing yes.

frosty zealot
#

hmmmm cant get my browser to open

lean lark
#

Cancrit has put into image form what JaneBot was doing to me yesterday. I had to rework her. She was generating a ton of code, and some of it was just modules like:

fumction main() {
  console.error("this")
  console.error("that")
}
main();

Other modules had code that generated code that generated code... Inception stuff ...

Will get back to her/it today but I have other work to do too. 😜

hybrid ore
#

Any hack on how I can get my desired website build with codex
I'm using codex on terminal, the website I'm getting build is not satisfactory for what I need it for.

lean lark
#

be specific with the model: react? angular? old school? blog? backend?
I'm not asking. I'm saying you need to be clear in prompts.

frosty zealot
#

Genius reverse helping, you're going to indirectly get him to make the perfect prompt he can then copy paste into Codex

lean lark
#

well he could also ask ChatGPT for help to prompt Codex. I'm amazed at how many peeps seen to not know that.

rocky parcel
#

You can also just have codex write the prompt for codex...

lean lark
#

yep

rocky parcel
#

Not only that, if you're using the tui you can have codex write the prompt and also kick off a fresh codex with that prompt

#

and even iterate, "evaluate how well this prompt was implemented"

lean lark
#

Yesterday after some discussion here I started a simple orchestration to get Codex to talk with another model to discuss project requirements and approaches. Could have been a huge deal but I'm just hacking on it.

frosty zealot
#

Build me a geocities/angelfire esque website with visitor counter, marquees, comic sans fuchsia font, flash driven interactive buttons and a repetitive 8bit chiptune theme akin to the sound of a trumpet @hybrid ore this will get you what you want

maiden garnet
rocky parcel
lost drum
lean lark
#

You forgot "make it look like what i want".

boreal holly
frosty zealot
maiden garnet
#

For real haha

lean lark
#

and people DO this 🤣

eternal quartz
turbid axle
boreal holly
#

One time I gave codex a big task and it was like "I'm not even going to pretend I can do what you asked in a single pass..." lol needless to say that agent was archived for insubordination

bright swift
turbid axle
#

how do I use 1 week of tokens in 1 hour effectively?

maiden garnet
#

For anyone not sure of why he's resetting the limits, they're going to reset the limits every 1 million additional users they get until they reach 10m with Codex.

bright swift
#

gpt 5.4 xhigh

frosty zealot
rocky parcel
#

Didnt limits just reset?

maiden garnet
frosty zealot
hard drum
lean lark
boreal holly
lean lark
#

poof spammer! 💥

orchid plume
#

possibly not, but curious to know, has anyone had any luck getting Images v2/GPT-Image-2 generated images from Codex itself yet? Mine seem to be v1.5 while the account on the ChatGPT website and mobile app use v2

frosty zealot
#

Amazon invests 25B into A\.... shame

summer iris
#

What's going on with codex skills/plugins? Like there used to be one for it creating excel docs or doing three.js dev and now I can't find them anywhere.

unique spade
# maiden garnet

damn need to make the most oout of the fresh reset till the new one hits

lost drum
#

Do You think they will increase contexr window of new gpt? So it wont be 258k?

kind jay
#

no

lost drum
#

Then why would they release iravocadobanhammer

unique spade
#

but it costs more, and performance degrades a lot too

lost drum
#

I just hope it will reason more than xhigh

unique spade
#

well till then you are supposed to be the main reasoner anyway, u know 🙂

lost drum
#

Haha ye

upper glade
#

Never used Codex before. You guys think it’s a lot better than just a normal chat? I typically like to code and also ask theoretical questions about the math I’m doing.

unique spade
#

reasoning can be industrialized up to a point, but the ultimate thinker is still the human

unique spade
upper glade
#

Thanks :)

unique spade
#

who codex?

lost drum
#

But on a deep level

unique spade
#

if you want to improve how codex works for you, you will ultimately end up peeking in how the harness is actually set up

#

what is kept in context, how are memories created, what happens during compaction

#

stuff like that

lost drum
#

He cant get lost he made such setup that he wont ever get lsot cause he is not relying on context he just saves everything and ye

unique spade
#

cool

lost drum
#

The only thing limiting me now is CPU

lost drum
lost drum
#

is it available in Codex IDE extension

narrow kayak
#

Is there any information regarding Codex App taking lots of CPU time even when idle (Windows)? Just by sitting idle there it takes 15% of my CPU (and I have a beefy CPU). What is it actually processing?

unique spade
#

you put this in config.toml

model = "gpt-5.4"
model_context_window = 1000000
model_auto_compact_token_limit = 900000

unique spade
#

also consult with context benchmarks, quality degrades past 256k quite a lot

#

so you might end up paying more for worse performance

#

maybe with 5.5 they will announce they significantly improved context rentention quality and they will make 1m default

cyan gyro
#

45 min to go?

unique spade
#

so stream is in about 2 hours 40? i see now is 9.40 PT

lean lark
frosty zealot
#

Did it release yet

cyan gyro
#

Stream? Why?

green wren
#

were is the open in vscode button just vanished !

unique spade
#

😂

green wren
#

Here I had a button open flder in vscode

#

sorry I loved the fact that I could open the curent folder in vscode but not this icon is gone

maiden garnet
#

You could try closing and opening Codex again. I'm not on macOS to confirm if it's still there or not, but it's still there on my Windows build after the update.

green wren
#

OK thanks Icon is back after restart !

maiden garnet
#

No problem. 👌🏻

green wren
#

I though codex wanted to mimic Cursor 😉

maiden garnet
#

Haha

frosty zealot
#

aaaaany minute now

#

@kind jay Happy belated birthday

drifting granite
#

its west coast time

kind jay
#

Thanks

drifting granite
#

so 1hr 45min

frosty zealot
#

west coast is best coast

little grove
#

is codex better than claude code?

ornate jolt
#

im better then claude code

unique spade
#

but really depends on how you as individual synergize with each

frosty zealot
bright swift
hard drum
boreal holly
rigid moon
opaque dawn
#

what is this??

kind jay
opaque dawn
#

but i wanna use 5.2?

#

is this because of 5.5?

kind jay
#

Who knows

dire cliff
#

heyo

#

whos building agents?

frosty zealot
#

Did they do anything yet

boreal holly
dire cliff
#

why do you wanna use 5.2?

opaque dawn
#

it'd be a shame if it was removed from codex..

#

he is more direct

dire cliff
#

I updated codex today i feel like its been pretty solid

frosty zealot
#

It hurts when you see it in front of your eyes 🙁

tropic karma
#

reset spotted?

dire cliff
#

sheesh

#

anyone played with open models?

#

where did you get those numbers @frosty zealot

kind jay
frosty zealot
dire cliff
#

ye

frosty zealot
#

From taking the last six months of transactions from online banking to ChatGPT and saying where is all my money going

dire cliff
#

lmao

#

i pay $100 for Claude code and $20 for codex

frosty zealot
#

I have a spending problem 😭😭

dire cliff
#

did you build any cool stuff?

cyan wing
#

anyone else seeing a reset just went thru

frosty zealot
dire cliff
#

lmao

cyan gyro
#

yeah reset happened again

frosty zealot
#

Depending how much you interact with it it gets more and more interactive

dire cliff
#

I think shes trying to sell OF

frosty zealot
#

It’s on a timer to reply to people at random intervals, it will read the message and then generate a ragebait reply

frosty zealot
dire cliff
#

k dud

kind jay
frosty zealot
trail marlin
frosty zealot
#

Did that live stream thing happen yet

lost drum
#

LIMITS RESETED????

cyan gyro
#

live stream is: Introducing ChatGPT Images 2.0

#

so no 5.5 yet 🙁

lean lark
frosty zealot
frosty zealot
#

No or you’d see it you 🍤

lost drum
#

wow what are the benefitscapybarathink

kind jay
lost drum
#

I only feel premium thats it

frosty zealot
#

You get to look down on new members

lean lark
#

gotta get my earbuds on for live stream

unborn thunder
#

is anyone using the codex on the website? if so whats your preference for using it besides the app?

i was thinking more in terms when im out and about and i dont have my desktop with me.. and since its a lightweight model, its probably best for preview suggestions?

frosty zealot
frosty zealot
#

You’re better off vibe coding something that uses the app-server and connecting remotely

balmy bluff
frosty zealot
#

Drains 2x faster

#

Allegedly

unborn thunder
#

or does it stills suck up your codex ussage

frosty zealot
#

I don’t think they’re the same

high heron
unborn thunder
#

openai are talking about integrating it all together.. Kicking off Codex work from the web and keeping that work tied to your ChatGPT account across surfaces. OpenAI says Codex now works “on the web” alongside app, IDE, CLI, and GitHub.

kind jay
#

Just lost $3,000

unborn thunder
kind jay
unborn thunder
#

trading with codex?

lean lark
#

so much for BC

frosty zealot
#

Yall in the future?

#

I still see starting soon

unborn thunder
#

why does codex usage says its maxed out? are they giving it out for free?

#

because my thing hasnt reset

elfin holly
kind jay
lost drum
unborn thunder
elfin holly
kind jay
tame magnet
#

pro market better

frosty zealot
#

Hey look there’s a picture of me on the cork board

kind jay
#

We still ball

frosty zealot
elfin holly
#

codicks

kind jay
lean lark
#

server rules, please....

frosty zealot
#

I wish poly market didn’t start with a p, always sketchy when I type p in the address bar

#

Gotta follow up a second character REAL quick

lean lark
#

and lots of poly's out there...

elfin holly
frosty zealot
#

Shut up movies on

elfin holly
#

which one

potent mason
#

Image gen 2.0...

#

Bruh

frosty zealot
#

Oh lawd image 2

kind jay
#

Lowkey still looks like slop

lean lark
#

love it

kind jay
#

That's hype

potent mason
#

2k resolution is nice

frosty zealot
kind jay
#

Sam!

frosty zealot
#

That’s your dad!

kind jay
#

Sam! Announce 5.5

potent mason
#

No

#

5.9

#

6.9*

kind jay
#

Sam say 5.5

lean lark
#

OK, I'm gonna write an encyclopedia and use these images.

lost drum
#

only 4k ppl wathcing?

frosty zealot
#

He’s gonna end the stream with this “And image-2 is powered on our back end by GPT-6, available now to the public”

lean lark
#

viewers split across media

frosty zealot
potent mason
#

Did you guys delete the Asian comment or was it staff?

brave gazelle
main nimbus
#

Announcement is lame

frosty zealot
#

@lost drum don’t reply if you’re in timeout

lost drum
kind jay
#

Hahaha

potent mason
#

Bruh no ones reading that

#

We're all watching a video

kind jay
#

I ain't reading all that, I'm watching a movie

ionic zenith
#

noway what movie

kind jay
frosty zealot
#

*puts arm around @lost drum *

potent mason
#

Sama image 2

frosty zealot
#

I need them to say 18+ is allowed or I’m not interested in this

ionic zenith
lost drum
#

Deletes Discord

elfin holly
frosty zealot
trail marlin
#

what if... the entire background and set is AI generated with Images 2.0 and they are behind a greenscreen

kind jay
lean lark
#

That would be a cool reveal

exotic cave
#

Tell me it's not all about this new Image generation model...

kind jay
exotic cave
#

I would like it because need some more oomph for a project i am working on.

frosty zealot
potent mason
#

I have all my money in poleymarket for a GPT 6.9 release

frosty zealot
#

You’re getting scammed

kind jay
kind jay
frosty zealot
#

Has anybody checked the 4o crowd they still doing ok?

kind jay
#

Lol mid

potent mason
exotic cave
frosty zealot
kind jay
potent mason
#

That's honestly great for point of references

kind jay
frosty zealot
#

Yeah it’s a mini version

brave gazelle
#

anyone who is forced to use 5.4 needs therapy, its just a matter of whether they are getting the help they need or not

kind jay