#general

1 messages · Page 265 of 1

echo aurora
#

Could we move this convo to #1451574502369656842 ? Would like to keep this focussed so it's easier to troubleshoot

astral vortex
#

pineapple can you add the seedream and seedance to arena

echo aurora
echo aurora
sick mantle
#

@echo aurora

#

SRY FOR PING

echo aurora
sick mantle
#

🍍

thorny cove
#

@echo aurora i have a very good suggestion

#

what if you can do direct chat video

#

but only with

#

dogshit models

#

that look ass and have no audio output

sick mantle
#

@echo aurora Check dms rq

echo dome
#

sigh reCAPTCHA is back again

my worst enemy

violet blade
#

Hi

#

Can I create vids in this server or what

#

I don’t understand haha

woven peak
#

does arena use your chat history in ur chats or is it like having 0 history?

#

like im worried that its like in gemini where it looks at your history and tries to integrate it in your response

whole sundial
violet blade
#

Thanks bro

whole sundial
#

hey @echo aurora flux-2-dev on the leaderboard is mislabeled as "Proprietary", it should be "flux-non-commercial-license" (an open weights license)

violet blade
whole sundial
whole sundial
violet blade
whole sundial
violet blade
#

Any methods to create more vids for free ?

whole sundial
coarse compass
#

I am having issues with Gemini 3.0 pro

#

It's been constantly generating since yesterday

signal crest
#

u

hollow imp
#

Gemini 4.1

#

3.1

#

Out

proud bobcat
#

openai L

whole sundial
echo aurora
#

Thanks @whole sundial for all of these flags. I'm sharing with the team.

near nova
#

im stuck ._.

echo aurora
echo aurora
golden ocean
sick gazelle
# proud bobcat

they could easily win this if they stop lobotomizing their own models

proud bobcat
#

REAL AS HELL

#

Dude the reasoning degradation from 5 to 5.2

#

Is INSANE

#

I don’t think gpt models actually reason anymore they just spit out garbage in their thinking that looks good

hardy pecan
#

anything change? or insider trading XDD

proud bobcat
#

Notice how it’s down once sonnet 4.6 released

hardy pecan
#

Yeah, but we knew that Google's gonna release 3.1 soon for like a week now, so. Doesn't make a lot of sense, personally.

half wyvern
#

yoo what is the best coder for website builder on arena.ai

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what coder should i use

#

i want to build professional casino site

wicked sage
#

opus 4.6 or sonnet 4.6, im pretty sure both have the same rate limit so use opus

#

wait no

#

sonnet uses less usage by 1.7x

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i mean opus uses 1.7x more

#

goddamnit i cant speak for some reason

half wyvern
#

😂

wicked sage
#

just use sonnet 4.6

half wyvern
#

no worries

#

okey

#

thanks

daring rock
#

@gilded vigil Note that Video Arena has been removed from the server. More information can be found in this announcement #announcements message

wicked sage
#

yw

#

okay sorgy

daring rock
#

@chilly forum Note that Video Arena has been removed from the server. More information can be found in this announcement #announcements message

proud bobcat
#

Sometimes if you use the same model to correct its own mistakes it just has a stroke

stray aspen
#

people say grok 4.2 will get smarter over time

#

because its intelligence is updated live

quartz light
#

no

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its dookiepoo

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always will be

stray aspen
#

its only really good for research for now

quartz light
#

xai stealth models have been saying that since grok 4

thorny drum
flat ore
#

Yo whenever i use any model and give it this prompt for coding it just always ends up with something went wrong

keen beacon
echo aurora
# flat ore Yo whenever i use any model and give it this prompt for coding it just always en...

There are going to be different reasons for why you're getting this error but it's recommended to start here: https://help.arena.ai/articles/1645798556-lmarena-how-to-something-went-wrong-with-this-response-error-message

stray aspen
#

bro claude is so good

half wyvern
#

the new 4.6 one?

#

or 4.6 thinking

stray aspen
#

4.6 no think

somber pine
#

Hi, i can´t use the AI in a web

toxic verge
#

How is 3.5?

toxic verge
torpid reef
#

Hi

echo aurora
tardy pulsar
#

Hi we need nano banana 2k or 4k

torpid reef
#

howcanigeneratevideosthroughhere?

#

how can i generate videos through here?

echo aurora
grand cliff
#

Can't get used to gpt 4.1

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It would appear that I am addicted to 4o

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Too far gone

echo aurora
#

Going to have to get addicted to a different model sorry to say

limber panther
#

did it create the whole room

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and script

grand cliff
stray aspen
limber panther
#

not the room

stray aspen
#

no

#

me and my buddy made the room

limber panther
stray aspen
#

yes

limber panther
#

like making gun scripts

stray aspen
#

it cooks

stray aspen
limber panther
#

ragdoll/animation scripts

stray aspen
#

i mostly make UIs weather systems or instruments

proud bobcat
limber panther
#

weather system UI?

shy isle
#

Arena is so op for using unlimited ai chatbots

#

This site is legit my goat

royal sail
#

<@&1349916362595635286>

grand cliff
grand cliff
#

Gonna start using that

midnight marlin
#

"Please provide your feedback
Your feedback helps us improve your experience. Learn more." And then the battle of two AIs.

God, it's annoying now when you choose just 1 model.

loud verge
#

A/B feedback in direct chat?

toxic verge
#

Google's Gemini 3.1 has leaked and the SVG outputs are turning heads. Google DeepMind officially drops Lyria 3, their most advanced music generation model yet. And DeepSeek V4 — where is it?

For hands-on demos, tools, workflows, and dev-focused content, check out World of AI, our channel dedicated to building with these models: ‪‪ ⁨‪...

▶ Play video
elder rapids
undone saffron
ruby siren
#

@everyone
Is LM arena really scamming us ? This is the output I got, it's clueless about itself, that's concerning

undone saffron
#

The generation problem had to be fixed first before adding the new comparison method

#

And they removed the button 🔃

normal abyss
#

NO ITS BACK 😭 i thought it was gone forever

#

plz someone tell me its still an experiment, not a full feature now🙏

undone saffron
#

We'll see

ruby siren
#

What the hell is even that, brainwashed gemini

normal abyss
undone saffron
normal abyss
#

ran a quick test, and i dont have good news

#

6 messages in a new chat is when i got the thing

undone saffron
normal abyss
#

ig the site is free still i cant complain too much.

whole sundial
# normal abyss ran a quick test, and i dont have good news

the one thing I hate about this is how they say its to "improve your experience"
typical corporate brainwashing, make the experience worse then say that they're doing it to "improve your experience"
arena can just go away with that talk
and who decided that it is to "improve my experience" in the first place? me or the big company who runs the platform? I hate companies deciding for people like we are being controlled by them like we aren't individual human beings with our own thoughts
and if it is truly to "improve my experience", then why can't I turn it off?
they should be truly honest and say "We are forcing feedback into your direct chats so we can then sell that information to AI labs that are taking your money and your electricity to create more slop."

#

@echo aurora

wicked talon
#

Feels off

#

Wow

wicked talon
spare rune
#

Profile picture

#

Theory..

wicked talon
#

Wdym?

#

I'm dumb

spare rune
#

Every people who comes here for videos don’t have a set profile picture

wicked talon
#

This was created and joined same day

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Same w this

#

They ban evading discord or arena for sure

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Low-key scary

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Why has he ai generated a kid

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And why does the kid look weird

wicked talon
#

Oh cuz the pupils are the size of grapes

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Low-key feel uncomfortable

thorny schooner
#

Why just why ☠️ ( no why is battle mode happening in direct chat if this is something permanent of course that's to happen when I am finally getting better at dealing with the whole verification thing)

night moat
#

Please fix gemini 3 pro 2k file size

fiery saddle
#

Hiii

robust sluice
night moat
robust sluice
#

mine goes down to 200kb bro 😂

night moat
#

damn

#

file type should be .png, but instead it is .jpeg

native yarrow
#

yoo how do i fix that problem where if claude 4.6 thinking thinks too long, it says there was a problem generating this. it has to do with arena specifically

thorny schooner
#

I do really hate how battle mode now comes into direct chat randomly it just waste a prompt especially if it chooses a AI for both that does not fit closely with the original one or that's not even talking about with the whole verification issue that makes it even more annoying to waste prompts

stone tundra
#

when does leaderboard update?

fickle venture
#

Use low resolution for the size to be smaller

ocean ferry
#

Gemini 3.1

sick mantle
#

Video Arena has been deleted from here sorry.

tall tulip
fickle venture
#

It depends on the quality
Best quality = big size

craggy depot
#

why the fuc it is asking me to verify for literlly every chat

sick mantle
craggy depot
sick mantle
#

I thought u was talking about discord chat

thorny schooner
#

Not going to lie this is genuinely the bs ever I have ever seen ( i'm being sarcastic ... Half-Wise)

craggy depot
sick mantle
craggy depot
tacit temple
#

yeu

sick mantle
#

how can grok do this

craggy depot
sick mantle
whole sundial
sick mantle
whole sundial
# craggy depot in the website

at least you only have to do the discord verification once
on arena you have to do it every time you send a message
idk why can't just silently get an recaptchav3 or turnstile auth token in the background and refresh it like once every 30mins-1hr

craggy depot
sick mantle
#

I mean the bricks man

thorny schooner
#

☠️ not even two chats after the previous one

craggy depot
sick mantle
glad peak
#

hi

finite ingot
#

Side profile of an old wise man with a long white beard and a calm face, wearing a traditional robe, walking towards the well. He is carrying a wooden staff. Soft sunlight, desert background, blurred background, cinematic storytelling style."

thorny schooner
#

You know what I might have to take a break from using this bs for a whilecuz man it's just not worth it to have to deal with this every time with the verification stuff even if that means I can't really use any of the interesting story stuff I use for AI since the alternative I use for this is still down for some damn reason

mighty crown
#

hi

tulip kindle
hollow horizon
#

Hi

thorny schooner
# tulip kindle Why are they doing this? To torment us?

I have no idea but honestly I genuinely think they are not even thinking about how this impact anyone's experience because I genuinely why it saves no purpose like Like no offense to any of the staff But ome of the reasons I have heard like experiment data I feel like that does not even work properly when it randomizes it face on that can easily disrupt the whole chain of prompts if it uses the wrong AI wishes a lot of times

tulip kindle
cloud cargo
#

Kind of infuriating that they seemingly decided to cut corners by having images output as .jpegs now instead of full-quality .pngs as they were before. Grain in images is totally destroyed by compression now.

#

At least give me a window of time in which I can retrieve the image in full quality, please.

toxic verge
#

They have to save money somewhere not a big deal

#

At least they didn’t cut corners on their usernames

#

😂

cloud cargo
#

It is a big deal for me when I'm specifically generating images with grain.

#

Hell, I'd rather they increase the cooldown times than this.

toxic verge
#

What’s your negotiating leverage?

#

What are you bringing to the table?

cloud cargo
#

The common sense that enshittification is not a good thing for people.

rocky mauve
#

What’s the best model for planning? Like brainstorming really hard on a specific project

#

Leaderboards showing Claude 4.6 so ill go with that again

toxic verge
#

Would be cool to hear to know how it did

cloud cargo
small lintel
#

Hi

undone saffron
surreal zephyr
#

🤡

sick mantle
surreal zephyr
sick mantle
#

They are 100% a bot

#

THEY SEND PATRICK NAKED

keen beacon
#

is it better

ocean ferry
#

<@&1349916362595635286>

sick mantle
keen beacon
#

damn

#

the thinking is too long

sick mantle
keen beacon
#

😭

sick mantle
keen beacon
#

WTF

sick mantle
#

One Monkey falling down the berg then a other one and a other one

keen beacon
#

i cant even find the better model

#

that is alternative to 4o fr

sick mantle
#

THEY SPELLED FALLON WRONG

keen beacon
#

ai is getting crazy now

#

holy

sick mantle
#

yea

#

its all beacuse of this model

keen beacon
#

now i gotta find the better model

sick mantle
keen beacon
#

seedance 2,0

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i cant find that

keen beacon
#

grok

sick mantle
keen beacon
#

grok 4.1 fast chat?

sick mantle
#

Yes

keen beacon
#

something went wrong

#

wtf

#

cant even use grok 4.1 fast chat

hushed gyro
#

yo pineapple can we get a double response mode. One prompt, two responses, same model...

sick mantle
#

Dowload the grok app

keen beacon
sick mantle
#

They have imagine

keen beacon
#

you're tripping me

sick mantle
keen beacon
#

🤚

sick mantle
#

They have it

#

But pineapple has the imagine too

keen beacon
#

i just want a storytelling stuff

#

breh

sick mantle
keen beacon
#

yeah yeah

sick mantle
keen beacon
#

gemini

sick mantle
low patrol
#

you want to make story with ai?

#

grok is best free one

sick mantle
keen beacon
#

ARGHHHHHHHHH

low patrol
#

because gemini doesn't give that much for free

sick mantle
low patrol
#

grok gives 10-20 videos for every account

sick mantle
keen beacon
low patrol
keen beacon
#

imma just use qwen for a while...

sick mantle
low patrol
#

qwen text?

sick mantle
keen beacon
#

text dawg

low patrol
#

best free text depends. if you want researching internet, grok 4.2 is best. but for hard science/math questions, i think claude opus 4.6

#

or gemini 3.0 pro

sick mantle
#

the old grok video was dog water

keen beacon
sick mantle
keen beacon
#

man

sick mantle
ocean ferry
sick mantle
keen beacon
#

oh sh

#

i think claude opus 4.1 is good

sick mantle
#

It is fr

keen beacon
#

i don't wanna say this but

#

rest in peace... 4o.....

sick mantle
keen beacon
#

FR

#

but fr, why is grok videos so creepy

sick mantle
keen beacon
#

man fk it imma just use gemini 3 flash from now on

sick mantle
#

im just going to use arena videos for now

keen beacon
#

are you copying me

#

...........

languid crest
#

I have got 800 dollars of GPU credits on digital ocean, anyone out here into AI training or inference?
You could do your stuff for way cheaper.

sick mantle
#

What are u talking about..

tender bough
#

GPT 5.3 codex and Grok 4.2 still not avaliable on arena.ai

normal abyss
#

Who would have liked the battle in direct mode if it was received like this? (dont mind the bad editing)

thorny schooner
#

I would have voted yes so fast if we were given the option ( i'for clarification I meant voting in fact I will then yes to even having the option which would have been a clear no when given option itself)

spare rune
surreal zephyr
spare rune
surreal zephyr
#

knew it, sonnet doing well

spare rune
#

The rumors say it’ll come out today

grand cliff
#

Okay. Kimi 2.5 is giving me 4o vibes

#

Hope this keeps up

surreal zephyr
normal abyss
spare rune
#

Is it always like that

#

Or like every 5 messages

normal abyss
#

and yes it effects every chat now i think, unlike the experiments which were a bit more rare

ocean ferry
ocean ferry
ocean ferry
cedar tide
#

@echo aurora why we dont have sonnet 4.6 thinking ?

spare rune
#

No profile theory

sweet knot
#

The Arena.ai has turned into a very bad place with maximum of censorship. It refuses to translate rather innocent text saying it violates their rules.
It has become useless and ideologically engaged.

What a shame

fickle venture
fickle venture
cedar tide
fickle venture
toxic verge
normal abyss
fickle venture
toxic verge
#

Gemini 3.0 did get nerfed

#

Hard

fickle venture
toxic verge
#

$

normal abyss
toxic verge
fickle venture
toxic verge
#

Facts

round ridge
fossil socket
#

Why the hell are my prompts on Claude filled with pls provide feedback nonsense on arena.ai

#

@echo aurora

#

It's literally preventing me from just focusing on one prompt result

rapid condor
#

hello

toxic verge
#

The arena is funny place 😂

#

The dagger and the shield problem

#

Imagine there is an all-piercing dagger (it can cut through anything in existence) and an invincible shield (nothing in existence can damage or pierce it). The problem arises when we ask a simple question: What happens when the dagger strikes the shield?

mossy girder
#

Why login not working on phone

toxic verge
#

Gmail ?

mossy girder
toxic verge
#

Clear data

#

Try new browsers

#

Or use none g mail account

#

When you try to login g mail it redirects back to homepage

proud bobcat
#

Oh wow Qwen 3.5 pretty peak

mossy girder
#

It seems no browser issue but backend handling

toxic verge
#

Yeah I know

#

I tried telling them

spare rune
#

No profile theory

#

Broo

#

A hivemind

#

This is a

toxic verge
#

Should work without Gmail

spare rune
mossy girder
spare rune
#

Like all ALL

#

Of the people

#

Are

toxic verge
#

I use DuckDuckGo browser

#

It has clear fire button

#

Resets it for me

mossy girder
toxic verge
ocean ferry
toxic verge
#

Are u using a vpn.?

mossy girder
toxic verge
#

Ok cool

#

Yeah, I don’t know what causes that but it does that once in a while. It’s really weird.

#

It’s on the website bud

spare rune
#

Omg

mossy girder
inner relic
#

I tested this model on zenmux

rigid copper
#

:)

toxic verge
#

Damn yall next level

rigid copper
#

somehow i got logged out for no reason

#

3612pancakeplease whyyyyyyyyyyyyyyy......

sweet knot
rigid copper
#

pretty sure some fishy thing is going on there in arena.ai

sweet knot
cerulean notch
#

Hello guys

sweet knot
#

By the way, why is mai 1 preview of Microsoft still listed in the Leaderboard despite the fact that it has been removed from Arena for 2-3 months already?
It makes all the information in the Leaderboard suspicious and biased.

rigid copper
rose sky
#

How’s this video? I generated it with the new Seedance 2.0 AI video model. This took around 10 minutes of waiting time. I’m generating another video, and that one will take 15 minutes!

keen beacon
#

FINALLY

#

I FINALLY FOUND THE BEST MODEL

runic peak
deft spruce
stray aspen
#

grok 4.2 is so good for research

keen beacon
#

cant tell

stray aspen
keen beacon
#

nope

#

not claude

stray aspen
#

it is claude lmao

#

all the benchmarks say it

keen beacon
#

its not claude dawg

#

im not using that

deft spruce
stray aspen
#

claude is SotA

keen beacon
#

im not using claude

stray aspen
#

what are yo uusing then

keen beacon
#

go figure it out

#

and i'll give you a cookie

#

🍪

inner relic
deft spruce
#

claude is ruling the chat bot

keen beacon
inner relic
#

Glm

deft spruce
keen beacon
#

nope.

inner relic
#

Kimi

deft spruce
#

chatgpt 5.1?

keen beacon
#

its actually..........

rigid copper
#

pretty sure gpt 5.2 high

glacial mulch
#

claude is king rn

rigid copper
#

jk

keen beacon
#

claude 4.6

#

ez

deft spruce
#

...wut?

stray aspen
#

bruh

keen beacon
#

i was using claude 4.6

#

limits is pain though.

inner relic
#

minos prime

stray aspen
#

command R

keen beacon
#

guys

#

if i may ask

#

how many are rate limits

#

using claude 4.6

inner relic
rigid copper
#

figure it out then, it varies.

keen beacon
#

bro how

#

just tell me how many limits dawg

rigid copper
deft spruce
#

well token is 250000

#

and max is 200000

keen beacon
#

so how many

#

is it 6

#

or what

deft spruce
#

why am i knowing? (i saw chrome dev taps)

keen beacon
#

man...

rigid copper
#

i never chat with claude before, i only use claude for coding, all i can say is 30-50 (no fixed amount rate limit since it varies)

#

go figure it out and see how many times you chat with claude in arena.ai until it hit an rate limit

stray aspen
#

claude has a really generous message limit

#

claude think not so much

keen beacon
#

so what do you think

#

how many is it

#

is it like 5 prompts

#

or what

bleak lake
dreamy sparrow
#

god damn bro

keen beacon
#

dawg

dreamy sparrow
keen beacon
#

god dammit bro

#

i think its around three prompts.

dreamy sparrow
#

if u really wanna use it

#

JUST

#

BUY IT

keen beacon
#

hell no

#

im using lmarena.

dreamy sparrow
#

I'm gonna

#

find you

echo dome
#

what is going on

keen beacon
#

bro.

dreamy sparrow
#

this guy keeps trying to calculate how much he can chat with claude

#

JUST BUY IT VRO

keen beacon
#

in lmarena

#

BRO LMARENA

#

NOT IN ANTHROPIC

dreamy sparrow
#

IM SAYING BUY IT IN THE APPPPPPP

#

WHAT'S SO HARD TO UNDERSTAND

stray aspen
#

grok video is so bad

keen beacon
#

im using it in lmarena

dreamy sparrow
dreamy sparrow
keen beacon
#

the model

#

wdym

dreamy sparrow
#

in lmarena

keen beacon
#

i don't even have money

#

thats why im using it there instead

echo dome
#

i'm autisic too

stray aspen
#

like 15+ times

#

unless your using claude 4.6 think

#

thats like 5 messages

keen beacon
keen beacon
#

5 MESSAGES

dreamy sparrow
#

WHAT

#

LIKE WHAT

bleak lake
echo dome
dreamy sparrow
stray aspen
#

you also gotta pray the website doesnt show the something went wrong error because claude sometimes thinks for way too long and it breaks it

bleak lake
dreamy sparrow
bleak lake
#

I mean guy is using it to write stories

#

he's tryna find the best model for it

keen beacon
keen beacon
#

holy

#

the prompt of claude 4.6 is too damn long

keen beacon
#

the prompt is way too longer bro

raven temple
#

When it be fixed?

deft spruce
stray aspen
#

its working wdym

#

you just got unlucky

deft spruce
keen beacon
deft spruce
#

and click network tab

keen beacon
#

the prompt is taking too long to finish

deft spruce
#

and go to response

stray aspen
keen beacon
#

but its too much 😭

#

too long ngl

stray aspen
#

i think its better than getting a half ahh project from a model ike gemini and then having to polish it up with 600 prompts

keen beacon
#

fr

#

ok ok bro this is too long

#

imma just shorten it somehow

rigid copper
#

just switch model in arena.ai when you hit rate limit, there's not just only one claude in arena.ai

inner relic
#

early access

keen beacon
#

imma just use claude sonnet 4.6

hallow siren
#

Anyone can give a best image genration ai model who is good at genarting logo , I have been trying some models which lacks understanding

stray aspen
#

nano banena pro

rigid copper
#

for me since i'm familiar with puter.js, i asked claude to make the working ai chat interface via code arena with integration of puter.js

golden ocean
#

language model

thorny schooner
#

I might actually go mad why was the comparison mode in direct chat made non-experimental with no announcement cuz there's no way it's still experimental when it just with how it just became hyperactive randomly

keen beacon
#

LESGOO

#

finally

golden ocean
#

💅

surreal zephyr
gleaming roost
#

😊

surreal zephyr
frosty lava
#

many people are saying gemini 3.1 pro today ?

vagrant reef
#

hello guys!

keen beacon
#

alright bro

vagrant reef
#

im russian

keen beacon
#

claude opus 4.6 is better

ocean ferry
# surreal zephyr

the model system prompt either tell the model to lie and guess everything or just partially solved

#

Gemini 3.1 is so damn good

ocean ferry
surreal zephyr
#

its crazy good

ocean ferry
#

hmm give the link

surreal zephyr
ocean ferry
surreal zephyr
#

mb i forgot to paste it

ocean ferry
#

it learns breakout so fast(<200 steps)

golden ocean
#

inference

ocean ferry
#

based on Elizabeth Spelke Knowledge Core theory

#

which is human don't really learn that much, the knowledge from evolution are hardcoded into the brain, and that prior explains like almost everything you observe

golden ocean
#

biological neural network

ocean ferry
#

and it's vibe coded by claude ofc🥀😹

ocean ferry
surreal zephyr
#

brain is llm

golden ocean
ocean ferry
#

it's like active inference

quartz pike
#

HOLY SHEEZ

#

so i was in the zai server

ocean ferry
quartz pike
#

and i saw this

ocean ferry
#

for that

quartz pike
#

notification

golden ocean
#

oh* whatever ur making isnt a neural network

ocean ferry
golden ocean
quartz pike
#

huh wtf did i miss out on

surreal zephyr
golden ocean
eternal forum
#

Ashok

ocean ferry
#

and brains aren't black box

golden ocean
#

mechanistic interpretability

surreal zephyr
#

and brains are black box

#

lol

golden ocean
#

brains are prediction machines

#

but not transformers token prediction things

#

obviously

ocean ferry
surreal zephyr
ocean ferry
ocean ferry
golden ocean
#

attention is all you need

surreal zephyr
#

you realise llms dont activate all either?

golden ocean
#

spiking neural network llm

#

bayesian llms

surreal zephyr
#

im talking about actual ones like gemini flash

golden ocean
#

boltzman brain

ocean ferry
#

not the neurons

surreal zephyr
golden ocean
#

lets predict what @ocean ferry's next 2 tokens will be

I guess:
MoE
[24399, 36]

ocean ferry
#

MoE routes tokens to expert FFN blocks via a learned gating network, uhh like the routing decision is static post-training, per-token, and the experts are fixed-size weight matrices that never change at inference

#

brain sparsity emerges DYNAMICALLY from inhibitory interneuron competition (lateral inhibition in cortex), it's content-addressable via attractor dynamics, and critically it's tied to predictive coding where only PREDICTION ERRORS propagate up the hierarchy, not the full signal. that's not routing, that's fundamentally different information geometry

#

also in MoE, experts are just different parameter regions with no semantic specialization enforced. brain's "experts" uhh like... are dynamically assembled through neuromodulation (dopamine, acetylcholine gating plasticity), coherent gamma oscillations for binding, and hippocampal indexing theory for retrieval. the assembly IS the computation

#

and MoE still has no belief updating. the brain's sparsity serves predictive coding's purpose of minimizing free energy. MoE's sparsity just serves compute efficiency

golden ocean
#

gpt-4 sydney fine tune was agi

ocean ferry
#

and "LLMs don't activate all neurons either" bro... every single token still passes through ALL attention heads across ALL layers. MoE skips some FFN experts but the attention mechanism is FULLY dense. brains don't do global all-to-all attention on everything in your context window lmaooo

#

AND BRAIN DOESN'T DO BACKPROP

stray aspen
surreal zephyr
#

mistral large is agi

quartz pike
ocean ferry
quartz pike
#

btw wtf am i missing out on

golden ocean
#

human brain context window size

surreal zephyr
#

its like 1k window + 10k persistent memory thats being cherry picked by subagent

surreal zephyr
#

gemini 3 was also able to do that before nerf

stray aspen
#

why do they nerf them models

surreal zephyr
ocean ferry
# surreal zephyr its like 1k window + 10k persistent memory thats being cherry picked by subagent

bro just described a RAG pipeline and called it a brain 💀
"subagent cherry picking from persistent memory" = you literally just invented a homunculus, the most famously WRONG idea in cognitive science since Descartes. who dispatches the subagent? who tells IT what to look for? you've just pushed the problem back a level
and the 1k + 10k framing is still a flat quantitative model on a system that's hierarchically generative. the neocortex doesn't store 10k retrievable chunks, it stores causal world models across temporal scales, V1 encodes local edge statistics, IT cortex encodes invariant object structure, PFC encodes abstract relational schemas. these aren't memory slots, they're nested generative priors
also "cherry picked" fundamentally misunderstands what memory even IS in the brain. hippocampus doesn't fetch stored data, it reconstructs via partial pattern completion using index pointers + cortical priors. every retrieval is a re-inference, not a lookup. that's why eyewitness testimony is unreliable, that's why memories drift over time. a RAG system doesn't do that
so to summarize your model of the brain: flat context window + flat memory pool + a retrieval agent that somehow knows what's relevant
bro described GPT with a vector database and thought you were doing neuroscience huh?

inner relic
#

are they greedy

surreal zephyr
inner relic
#

ohhh

#

ok

surreal zephyr
#

they benchmaxx

#

then nerf

golden ocean
#

do u think @ocean ferry is a quantized model or no

#

ampro

ocean ferry
# surreal zephyr MOE

bro MoE doesn't fix the homunculus problem, it IS the homunculus problem
the gating network in MoE that decides which experts to activate uhh... is a learned static function over the input token embedding. it has no world model, no uncertainty estimate, no goals. it's a glorified if-statement trained by backprop
the brain's "routing" happens via neuromodulatory systems (ACh signals uncertainty and gates plasticity, dopamine signals prediction error and modulates what gets consolidated, norepinephrine signals novelty and resets attractor states). these aren't routers, they're dynamic context signals that reshape the entire computational landscape in real time
and crucially MoE experts don't talk to each other. they're parallel independent FFN blocks. brain regions are reciprocally connected with top-down predictions and bottom-up prediction errors flowing simultaneously. the "experts" in the brain are co-defining each other's computations through recurrent message passing
also MoE is still trained end-to-end with backprop through time on a loss function. brain learning is uhh like... local, Hebbian, neuromodulatory-gated, and biologically plausible. completely different credit assignment mechanism
every time you say MoE you're describing compute efficiency, not cognition bro

ocean ferry
surreal zephyr
surreal zephyr
#

3.1 pro is literally 3.0 pro pre nerf

stray aspen
#

claude 4.6 is so good

#

so we got gemini 3 pro pre nerf

#

today

surreal zephyr
#

holy cheap

ocean ferry
# surreal zephyr idk but he yapps worse than mistral small

you shall learn neuroscience kiddo. every single point you made tonight was either a category error or LLM architecture mislabeled as biology. i'm not yapping, i'm debunking your misinformation about how the brain actually works. because misinformation can spread fast, and those beginners who wants to learn would be confused.

surreal zephyr
surreal zephyr
#

and not even making sense

keen beacon
#

holy

ocean ferry
#

bro i swear stop your misinformation.

golden ocean
#

Large Language Models

surreal zephyr
golden ocean
#

steamhappy emoji is the best

surreal zephyr
ocean ferry
#

i don't care what role i'm in

golden ocean
#

all his neurons are activated at once

#

that why he generate so much tokens

ocean ferry
#

you're spreading misinformation

surreal zephyr
golden ocean
#

true

#

dopamine receptor frying

surreal zephyr
#

i think he'd get below 20%

ocean ferry
#

i'm a human not an LLM

surreal zephyr
#

and you get worse score on agi bench than gpt 52

ocean ferry
#

...

#

you're comparing me to an LLM?

stray aspen
#

lmao

surreal zephyr
golden ocean
surreal zephyr
#

he doesnt

ocean ferry
loud verge
#

Is Gemini 3.1 out?

#

👀

stray aspen
#

no

surreal zephyr
golden ocean
#

multimodal modal brain

stray aspen
#

gemini 3 pro pre nerf is

loud verge
surreal zephyr
#

yeah its literally 3 pro pre nerf

golden ocean
#

how many tokens is that gif worth

surreal zephyr
#

3 pro pre-pre-pre all nerfs was best

#

like

golden ocean
#

visual input tokens

surreal zephyr
#

it was insane

golden ocean
#

every proton that enters our eyes = 1 token

surreal zephyr
golden ocean
#

how much does @ocean ferry inference cost on the api

surreal zephyr
#

4 if i dont notice the hoverboard

golden ocean
#

true

#

every hamburger i eat consists of 52 tokens

surreal zephyr
#

perhaps

#

wait

#

we got like

#

atleast 3 tastes

#

salt, sugar, acid

#

so

#

3 types of tokens 🤔

#

2x2x2 combinations

#

lets say 10 because im quantized

#

(and padding)

#

we get

#

bread

#

cheese

#

tomato

#

meat

#

bread

#

(maybe sauces)

#

thats around 5 parts times 10 options

#

so 50

#
  • sauces = garlic sauce, mustard, ketchup, none
#

4 choices

#

@golden ocean so 54 tokens per burger indeed

golden ocean
#

SO REAL

golden ocean
surreal zephyr
#

i read somewhere

#

that

#

if you ask chatgpt

#

then disconnect internet when its thinking

#

you can trap it

#

inside your pc

ocean ferry
surreal zephyr
#

before it runs back

surreal zephyr
#

cant argue with math!

golden ocean
surreal zephyr
#

but not fully

#

so only 1 out of the moe escaped

#

and thats hwy its so bad

golden ocean
#

LMAa

surreal zephyr
#

rena

golden ocean
#

convolutional neural network arena

surreal zephyr
keen beacon
#

Guys

#

I have a problem

golden ocean
#

im female not a guy

stray aspen
#

holy cap

keen beacon
#

Earlier, I can't access the direct chat

golden ocean
#

true

keen beacon
#

When I entered something, it turned into battle mode

#

After that

#

I just got back direct chat

#

IS IT A BUG!??

ocean ferry
charred mango
#

Hello, My name is debbie

golden ocean
#

true

stray aspen
#

skibi ddop dop yes yes

surreal zephyr
stray aspen
charred mango
#

I need my girlies on this , is anyone availble? i wanted to ask can i drop my discord server link on here? just for ladies

stray aspen
#

no

golden ocean
#

no

celest orchid
stray aspen
celest orchid
stray aspen
#

what platform is that

charred mango
celest orchid
#

google ai studio

#

in build page

stray aspen
#

holy sigma

#

its true

celest orchid
#

nice

half mist
stray aspen
#

3.1 is live on build mode

tall tulip
#

guys, is nanobana stilstillstill in low resolution?

#

pardon the stuttering

stray aspen
#

no

#

its 2k wdym

tall tulip
#

when i download it, it's less than 1mb

stray aspen
golden ocean
stray aspen
#

3.1 pro live on ai studio

dusky ravine
#

Do you guys got lag too

stray aspen
#

3.1 pro is officialy live on ai studio

normal topaz
#

why i am out? what happened?

golden ocean
stray aspen
#

@echo aurora are we getting 3.1 pro on lm arena

dusky ravine
#

Why It's so lagging, it generate so long

stray aspen
#

bro yupp is insane

#

these people dont sleep

half mist
void elm
stray aspen
#

take advantage of 3.1 before i gets dialed down bad

celest orchid
stray aspen
#

then we gonna get gemini 3 pro pre 3.1 nerf pre 3 nerf

half mist
void elm
#

3.1 is what 3 was meant to be, 3.2 is going to be what 3.1 was meant to be

#

or 3.5**

sick mantle
stray aspen
#

gemini 3 was so good on release

#

now it cant even watch videos correctly and associate timestamps with frames correctly

celest orchid
cloud zinc
#

anyone know 3.1 benchmark?

stray aspen
celest orchid
#

yeah

stray aspen
#

its almost the same gang

golden ocean
glacial mulch
#

3.1 is on aistudio

sick mantle
#

Who wants chicken back

stray aspen
#

im a sigma from ohio

surreal zephyr
#

i had gemini 3.1 pro recreate discord, here:

celest orchid
#

<@&1349916362595635286>

echo sinew
surreal zephyr
sick mantle
golden ocean
void elm
#

benchmarks dropped, go drop ur bank in polymarket

stray aspen
#

where

#

reat

#

great

golden ocean
#

this going to last only a day

stray aspen
#

i gotta do all my stuff today

#

before it gets back to gemini 2.5 llevel in a day

golden ocean
#

fr

surreal zephyr
echo sinew
#

@deep matrix Note that Video Arena has been removed from the server. More information can be found in this announcement.

hollow mortar
#

There is gemini 3.1 nanobana pro coming rn

stray aspen
#

cap

celest orchid
#

Guys, does anyone know any sites like Open Claw AI Agents without restrictions?

sick mantle
#

Can someone give me other websites for seedance 2.0

stray aspen
#

gemini 3.1 sucks

golden ocean
golden ocean
sick mantle
sick mantle
golden ocean
#

ending sentences with a -
is super dangerous

sick mantle
golden ocean
#

oh
mb

stray aspen
#

just vpn

#

and you dont even need to have it on the whole time

#

as long as you dont reload the website your good

sick mantle
cunning birch
#

Gemini thinks toooooo much

stray aspen
golden ocean
#

fr 🍪

peak sapphire
#

@echo aurora when Gemini 3.1 on LMarena

sick mantle
echo aurora
inner relic
#

Alr it's capable of code, what about writting

peak sapphire
sick mantle
stray aspen
#

just go to ai studio

#

its there

thorny schooner
#

hi

#

Hope you all are doing good

peak sapphire
golden ocean
#

bro called footage of cats cringe

stray aspen
#

the music is so cringe

golden ocean
#

true
who cares

#

i have music off for shortform content

lost patrol
#

i see announcement beeing typed.
Maybe already gemini on number one?

fickle venture
lost patrol
#

yep 🙁

#

or at least in a few days. after benchmarks are done

spare rune
#

Gemini 3.1 is already on leaderboards tho

stray aspen
#

live

#

on lm arena

echo aurora
wicked sage
#

wtf wait

#

GEMINI 3.1???

surreal zephyr
#

added to leaderboard before actually made chattable is crazy

old garden
stray aspen
#

still not better than claudius

#

lmao

thorny schooner
#

I know we got the announcement lol

surreal zephyr
#

couldnt be more faked

old garden
#

hi Janix

lost patrol
#

oh not 1

celest orchid
wicked sage
#

WHEN DID GOOGLE LAUNCH 3.1

#

hi trey

stray aspen
#

give us seedance

velvet forge
#

Why not even 3.0 pro ga

old garden
surreal zephyr
#

it doesnt even know js syntax

sick mantle
#

@echo aurora When seedance 2.0 on arena

lost patrol
#

i expected more - shame on you google

wicked sage
old garden
peak sapphire
wicked sage