#programming

1 messages · Page 468 of 1

umbral wigeon
#

How long can AI era go

void estuary
#

forever

#

next chapter is AGI hopefully

umbral wigeon
#

How about hardware prices and resources

#

Also people worldwide using Ai

#

Including me

#

Data center is where Ai lives

void estuary
#

eventually supply will meet demand

#

i need my m5 ultra mac studio with 512gb ram already, Airi (my companion) goes OOM several times a day with only 64GB

warped narwhal
#

a big question is this: if AGI actually gets created, what happens to the humans?

umbral wigeon
#

Who design and making hardware

warped narwhal
#

AGI will

warped narwhal
#

Robots have already taken over most of the mass manual labour, so humans only had the intelligent things left anyway

#

with AGI taking away that, then what work is left over for us?

umbral wigeon
#

What will you do in future if some robot walk inside your house

opaque wharf
void estuary
#

well, one of my managers wants an "AI CISO"......that wont have any issues......

opaque wharf
#

But factory work is highly automatable to the point the industry have terms lights out manufacturing

void estuary
#

automation != AI

opaque wharf
#

Lights-out manufacturing or dark factory is the manufacturing methodology of fully automating the production of goods at factories and other industrial facilities, without requiring any human labour presence on-site. Many of these factories are considered to be able to run "with the lights off," but few run exclusively lights-out production. For...

opaque wharf
umbral wigeon
#

Are vedal vibe coding

void estuary
#

i hope not, vibe coders should be choked

umbral wigeon
#

Vibe coding with no knowledge is like gambling

#

From my expenerices

void estuary
#

context engineering, or open spec dev, that's all that should be allowed in the space

vague sonnet
#

LLMs have hit the limit

#

there won't be real progress if they keep using inefficient tech

umbral wigeon
#

I let Ai pull request me and I preview before merging until got everything as expected in PROMPT.md

opaque sigil
#

I feel like they should be able to oneshot flappy bird

#

not that it matters

umbral wigeon
#

I wanted modular, OOP, easy to config(editing constants), yeah it gives me as I expected

#

Also another project

void estuary
#

first prompt context window is like 40k tokens though, fucking brutal

umbral wigeon
#

Gonna close issues, merge pr

vague sonnet
umbral wigeon
#

I don't even work tbh

#

My github bot account running on cloud and Ai does for me

void estuary
#

WARP+Manus (phasing out with perplexity) is like....70% of my job now, but mgmt will never know

#

watch YT educational shit about AI for half the work day and get paid for it, W

umbral wigeon
maiden geyser
opaque wharf
#

Meanwhile France move to NixOS

maiden geyser
opaque wharf
vague sonnet
#

internet becoming more and more unusable
we should destroy the world, it's for the better

true hemlock
#

its what happens when boomers are put in charge

nocturne olive
opaque wharf
#

What is going on in this world man. Neuro needs to take over already neuroD

olive sable
vague sonnet
kind nimbus
true hemlock
#

im so glad im still on win 10

#

not getting the bs update

#

if it were to happen

vague sonnet
#

currently beyond my capabilities

kind nimbus
vague sonnet
#

when I get a bigger GPU I'm gonna train an AGI (not llm-based) and it might help me

true hemlock
sage crag
#

when I get a bigger GPU I'm gonna train an AGI (not llm-based) and it might help me

vague sonnet
true hemlock
#

linux only for my servers

maiden geyser
sage crag
#

oh hi 🦆

true hemlock
#

i still use stuff that is windows exclusive

sage crag
#

i didnt notice it was you

opaque wharf
vague sonnet
true hemlock
#

win 10

#

i aint touching win 11

vague sonnet
#

10 is shit too

true hemlock
#

its ehh

#

its fine

sage crag
vague sonnet
#

I would love to go back to 7 but it doesn't support anything nowadays

true hemlock
#

overclocking ironically suck at linux

sage crag
#

win10 ltsc is basically completely fine

true hemlock
#

^

#

also i removed all the bloat on mine

#

its not worth the pain to switch when i have so much things already built around win 10 tbh

sage crag
true hemlock
#
  • dont have the time
true hemlock
#

extreme oc is somewhat more stable on windows.

sage crag
true hemlock
#

well, something like tiny 10

#

oc in linux is pretty much unsupported yeah

#

idk why

#

y'all are some open source gang

#

but somehow haven't had a proper oc interface/tool yet

#

are linux people just often not into hardware tweakings

maiden geyser
#

erm, if you need it, why don't you write it yourself

#

open source or something

sage crag
true hemlock
#

do i look like i have the damn time

opaque wharf
opaque wharf
true hemlock
#

i occasionally enjoy nixos a bit but not as far as just using it all the time
debian for my hpc server
ubuntu for my api/endpoint/script server

sage crag
true hemlock
#

windows 10 for normal usage

maiden geyser
rough bloom
sage crag
#

essentially

#

its a hassle

#

and pointless without vendor benevolence

opaque wharf
sage crag
#

wrrr

sage crag
#

ye

true hemlock
#

its why im stuck with windoes

#

windoes

opaque wharf
sage crag
#

riscv cluster as gpu

true hemlock
#

actually imma call it windoes from now on

#

fuck no

sage crag
#

windoesnt

vague sonnet
opaque wharf
# sage crag riscv cluster as gpu

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This new cluster build escalated quickly. Especially with the bugs I built in but here are some specs:
256x RISC-V 48MHz
17x RISC-V 144MHz
640x GPIO
256x ADC
17x 8-Bit bus
Combined single core clock rat...

▶ Play video
sage crag
#

ye i saw it

#

terrible gpu

true hemlock
#

its hella inefficient for pure simd

sick owl
#

Wait what

opaque wharf
true hemlock
#

but

#

its cool

opaque wharf
#

At least the hardware layout is

true hemlock
#

and THATS the point

#

its cool.

#

not practical but damn fuckin cool

sage crag
#

the cores in actual gpus are way way way more numerous, despite being weaker individually

true hemlock
#

unless if your project is for some reason clustering rpi

#

that is somewhat ew

true hemlock
sage crag
#

clustering actual rv cores is much better than clustering full rpis

tender river
true hemlock
#

because they don't need complex pipeline and other units unlike cpu

true hemlock
#

so each gpu cores just have like 64 to 128 shading units

opaque wharf
#

At least VGA capable graphic unit

sage crag
true hemlock
#

well only usage of it that i could think of is education purposes

sage crag
opaque wharf
true hemlock
sage crag
true hemlock
sage crag
#

by losing a lot of money

true hemlock
#

even old epyc is way more power efficient than clusters of rpi

#

imma ngl

#

rpi ain't efficient

#

they're just low power

sage crag
#

small things are always inefficient

rough bloom
sage crag
#

if i want to destroy you, i could throw a lot of small rocks

trim valve
#

false

sage crag
#

individually, the rocks have low energy cost

#

but the overall process is inefficient

#

but, if i threw just one large rock

true hemlock
#

i mean

sage crag
rough bloom
true hemlock
#

it sorta depends

#

what if the rock is sharp

sage crag
#

if the rock is sharp then you have progressed to the stone age

#

congrats

sage crag
#

modern x86 cpus have hundreds of physical registers

true hemlock
#

but yeah if imma ngl rpi are pretty inefficient

#

dont use em for compute its shit

sage crag
opaque wharf
#

SIMD RISC-V neuroHypers

true hemlock
sage crag
#

x86 itself has like, 16 gpr and a bunch of extra simd registers

tender river
#

i think

#

the drivers translate shaders from a common language to whatever the gpu understands

sage crag
#

om

#

so just microcode

true hemlock
sage crag
#

and a translation layer

true hemlock
#

anyway

opaque wharf
sage crag
vague sonnet
sage crag
#

ok, but

#

if i wanted to now destroy a spaceship

#

i'd rather throw a big rock with more force

#

railguns are good!

tender river
#

spaceship can be destroyed with a pebble if you aim well

vague sonnet
#

bro shoots in the right hole and whole death star explodes

sage crag
#

bad bad bad

tender river
#

bump into pebble

sage crag
#

in halo all the space ships have shields

tender river
#

orbital velocity pebble

vague sonnet
olive sable
sick owl
#

That's new

vague sonnet
#

the shield needs to have holes for the ship to move
otherwise the thruster's gas would get stuck in a bubble and prevent further movement

trim valve
#

sam you know too much about hdmi on sbcs right NeuroClueless

#

I have a question

#

on an sbc, like the one you used, is it likely possible to control when you write to the display or is that kinda out of your control

opaque wharf
#

As pebble would be limited by their terminal velocity

trim valve
#

basically, can you control when a frame "starts" beyond just "1/60th of a second has passed, new frame time"

tender river
#

spaceship

opaque wharf
tender river
#

railguns are good

opaque wharf
#

I think railguns are not good enub

tender river
#

huge asteroids spawn beyond aquilo

#

how would you deal with them

#

without railguns

opaque wharf
#

Pure mass

#

Just throw something heavier enub

tender river
#

throw with

#

railgun

opaque wharf
#

Wait, is railguns the one with solenoid?

sage crag
#

fire a railgun from a railgun

opaque wharf
#

Ohhh, railguns are not the one with solenoid enub

#

Yeah, railguns are good enub

#

That's a coilgun apparently enub

vague sonnet
sage crag
#

ohisee

opaque wharf
#

But to be fair, coilgun is easier to handle

rigid snow
tender river
#

coilgun

#

cheap in

#

barotrauma

vague sonnet
opaque wharf
#

Because they use coil not rails enub

#

Railgun shooting trains

#

Space travel neuroHypers

tender river
#

but

#

ammo 50% more expensive

sick owl
opaque wharf
#

Coilgun can use anything ferromagnetic enub

#

Railguns can use anything conductive. And with high enough voltage, anything is conductive enub

tender river
opaque wharf
#

Chaingun can only use special ammo. Special gun enub

tender river
#

levitating frog

#

magnet

opaque wharf
#

That magnetic field is insane. I never thought that a safety line for metal object would be drawn

#

And yet it exists

sick owl
opaque wharf
#

How would it feel to levitate in a magnetic field while still feeling gravity

opaque wharf
#

Must be a weird feeling

#

Or would it cancel out

stray dragon
opaque wharf
stray dragon
#

if it's distributed evenly throughout the body, wold feel like zero g

vague sonnet
opaque wharf
opaque wharf
#

It's fun enub

vague sonnet
#

bro was on mars

#

we don't have artificial gravity yet, right?

maiden geyser
#

if we don't count centrifuges, no

opaque wharf
#

You can just go and break laws about speeding enub

vapid pulsar
#

Not yet at least

opaque wharf
#

Or do it safely on a circuit enub

vapid pulsar
#

100 times gravity isn't safe anw

vague sonnet
#

he survived it because he was eating beans, just gotta be british enough

vapid pulsar
#

ah yes the beans

kind nimbus
opaque wharf
#

Yep, I've read the repo and it is hilarious lmao

kind nimbus
#

it is in fact extremely hilarious

opaque wharf
#

Why in gods name would an antivirus makes sure a virus is THERE ICANT

kind nimbus
#

Idk but AV systems have so many vulnerabilities lmao

#

Having AV is almost more dangerous than just using brain.exe these days

kind nimbus
#

well

opaque sigil
#

As part of our efforts to improve service reliability, we are streamlining our model offerings. Over the coming weeks, Opus 4.7 will replace Opus 4.5 and Opus 4.6 in the model picker for Copilot Pro+

This model is launching with a 7.5× premium request multiplier as part of promotional pricing until April 30th

surely I'm just misunderstanding and it's not billed at 7.5x right

opaque wharf
opaque sigil
#

that'd be such weird wording then

fickle rain
#

Then it got “fixed”

opaque sigil
#

the whole point is you get 1500 premium requests and opus is billed at 3 per prompt (arguably already not worth with codex being 3x cheaper)

#

time to get out of bed and check I guess

#

only other thing I could think of is that they added rate limits and this is for that hmmm

#

aint no fucking way

opaque wharf
#

Just as I was uninstalled wordpress luckily enough
https://www.youtube.com/watch?v=piah4fV_o2Q

Warp is the agentic development environment born out of the terminal. Download Warp for free today at → https://go.warp.dev/fireship

Someone spent $100k buying a massive collection of WordPress plugins and planted a backdoor in all of them. Naturally, CloudFlare stepped in with EmDash: a slop-forked WP alternative that promises to fix plugin ...

▶ Play video
fickle rain
#

Same as 4.6

opaque sigil
#

yup

fickle rain
#

Means GPT 5.5 is probably Soon™

opaque sigil
vague sonnet
#

😎

opaque sigil
opaque wharf
#

Speaking of windows exploit....

#

Where have I seen this picture before

sage crag
#

reze from

#

chainsaw man

opaque wharf
#

I think it was a profile picture of someone on Neurocord

opaque wharf
#

So it is a famous character

#

I thought it was some random pic

sage crag
opaque sigil
#

reze neuroPog

olive sable
#

I went shopping

rough bloom
#

did the shopping succeed

olive sable
#

Yes

#

I bought clothes

opaque wharf
#

:NeuroBounce:

#

Did you mange to get 100% discount?

nocturne olive
olive sable
#

I did mange, i did not get 100% discount

nocturne olive
#

neuroSad2 No free stuff

sick owl
safe path
#

mhm frontier benchmarks are literally worthless

#

they're usually only good enough to get a sense of a gap, and that does need to be quite substantial

#

also, it's quite funny to me GPT 5.4 has never been verified on the swe-bench verified dataset LULE

#

anyone got a spare $2000 to burn to submit results?

vague sonnet
nocturne olive
safe path
opaque sigil
#

all the swe benchmarks are python only right

safe path
#

or well

#

at least the normal swebench is

#

there is this: https://www.swebench.com/verified.html , swebench verified, which is a subset made together with openai. makes me think why they didn't release gpt5.4 results, mebe they just didn't think about it

opaque sigil
safe path
#

swebench i think is the closest software engineering benchmark we have, since it actually does try to solve human PRs

#

that being said, the testing is behavioural. ig that's good enough

opaque sigil
#

problem is that realistically they all train on it since it's public github prs

safe path
#

YES poisoned dataset most likely

#

as time goes on they should get better at it

#

i think it's mebe worth only treating the numbers as a proxy to how well the LLM performs as autocomplete that is also able to call the right tools to fix problems

opaque sigil
#

yeeeeeah

umbral wigeon
#

Gemini cli is funny

#

With caveman extension

#

It can speak chinese now

opaque sigil
#

oh cool, opus 4.7 has a new tokenizer that results in much higher token usage

#

i was wondering why it went so high so quickly

umbral wigeon
#

You can use caveman, TOON to reduce input/output

#

So ai don't yap

opaque sigil
#

marginally yeah

vague sonnet
#

too bad you can't make an extension that makes it output truth

umbral wigeon
#

I don't understand much english, so I use caveman

safe path
#

me not like output, u do again ooga booga

maiden geyser
#

hello vanor

umbral wigeon
#

Ai kinda struggles with game dev lmao

#

Unlike web dev

opaque wharf
umbral wigeon
#

It doesn't have soul

opaque wharf
#

It may be able to do individual tasks in vacuum, but comes the time to merge the art and the code it'll fall

umbral wigeon
#

Google:
AI struggles in indie game development because it lacks the holistic vision, creativity, and artistic coherence required to make a compelling, polished product. While AI accelerates tasks like coding snippets and asset generation, it often produces generic, buggy content that demands heavy human revision. Over-reliance on AI can lead to bland, inconsistent, and criticized games

olive sable
sick owl
#

Just look in the correlation between Claude Mythos's capabilities and the benchmark leap

opaque sigil
#

i saw some people speculating that mythos is a looped transformer

vague sonnet
#

using a text-based model for anything logic-related is like hammering a nail with a screwdriver

#

if you're dedicated enough it might work out
but you're likely going to stab yourself in the hand

#

big part of the issue is a lot of the users aren't knowledgeable enough to know that it's not doing what it's supposed to

rigid snow
#

just don’t

#

easy

nocturne olive
#

Just like if you're trying to RVC
Just don't neuroNope
Vocal synth instead yes

rigid snow
#

nuh uh

stark needle
safe path
#

shadowo

olive sable
#

vanorsigma

opaque wharf
#

Toast

olive sable
#

Toast

opaque wharf
#

Toast🔺

glass jetty
#

toast?

opaque sigil
glass jetty
rough bloom
#

Toast neuroSHARK

dull egret
#

Sourdough

opaque sigil
#

looks weird NeurOhISee

glass jetty
#

neuroBread 🔪

silent cloak
#

Cookie dough

glass jetty
#

linux 7.0.0 release overnight

opaque sigil
#

it's been a couple days

glass jetty
#

ai generated instructions on fly neurOMEGALUL

#

wait you arent saying i missed 7.0.0 release?

#

i really not reading news lately

opaque sigil
glass jetty
silent cloak
#

Finally Linux 7

karmic sorrel
#

I just came across someone who got burned by Gemini recommending that they use -fomit-frame-pointer for debug builds.

glass jetty
#

erm, whats wrong?

opaque sigil
#

it kind of messes with stack traces I think?

sage crag
#

dont omit the frame pointer if you need debug info

#

ye it messes with stack traces

karmic sorrel
sage crag
#

you can omit the stack frame pointer and only use the stack pointer in a lot of leaf functions

safe path
#

can someone do a challenge where they're only allowed to prompt with 1 character each turn, to finally get the result they want

#

like the wiki link game to get to a target wiki page, but with LLM single character prompts instead

glass jetty
safe path
#

i mean

#

llm prompt results are probabilistic right

#

there's surely a non-zero chance that's doable

glass jetty
opaque sigil
#

does this count

tender river
#

make sure not to omit in

#

konii function

sage crag
opaque sigil
#

this is boring neuroSadge

rare bramble
#

kind of got it?

glass jetty
#

ai users...

safe path
opaque sigil
#

it makes sense tbf, you just slowly fill the context and any somewhat useful model should be able to decode your instruction and follow it

opaque wharf
#

Evil stream

glass jetty
olive sable
stark needle
sage crag
stark needle
vague sonnet
olive sable
# stark needle

What if i like toast, but not whatever "uooohhhhh yessss mmmmmm" is supposed to mean?

stark needle
olive sable
#

No

#

Confess would be if i loved toast, which i dont

#

I like toast

#

I dont love toast

nocturne olive
lost valley
#

I request a voice changer

nocturne olive
stark needle
sage crag
olive sable
#

Do i look Japanse to you?

sage crag
tender river
#

no hiragana in font

#

install

sage crag
#

nrrr

#

noto-fonts-cjk

#

scary

tender river
#

erf shouldnt it be in maple cn

sage crag
#

does that look like the font im using

tender river
#

no

#

it does not

sage crag
#

its kinda nice

#

except for the

#

i

tender river
#

very round NeurOhISee

rough bloom
#

llnes

sage crag
#

wrr

#

interesting

azure lynx
#

counterpoint to quote in sample text: most code is never read again after building.

sage crag
#

compared to my current font

#

iosevka variations

#

all look the same

tender river
azure lynx
#

consider opendyslexia for ease of reading

tender river
#

and 6

sage crag
#

( also different

#

7 also different

sage crag
#

& also different

#

i still like

#

annotation mono

#

it looks like opendyslexic but

#

mono

#

code

tender river
#

qwerasd vedalUUH

#

username like the average password in 2000s

sage crag
#

ye

#

{qwer}tyuiop
{asd}fghjkl

tender river
#

i remember that my first password was qazwsx

#

back then password requirements were lax enough to allow it

azure lynx
#

mine was a sentence. like all good passwords, it was too long and made me laugh but wouldn't've been "secure" enough.

sage crag
#

all the trendy font websites break because i

#

turned off font downloading

tender river
#

konii resilient web development

#

render all text in canvas

sage crag
#

ye

#

see this is the optimal thing

#

just

#

a jpeg

#

space mono is cute

#

recursive monospace is nice

#

mononoki is cute

#

juliamono is interesting

#

i dislike how much i like ubuntu mono

tender river
#

trades size for weight NeurOhISee

sage crag
#

ye i like heavy fonts

#

like cascadia code

#

it used to be my main font

#

i dont like when the fonts are too wide though

#

feels stretched

#

ye

tender river
#

vedalMagnify its wider but shorter

sage crag
#

its a cute font

#

except

#

its

#

wide

tender river
#

ye

#

look weird

sage crag
#

super wide fonts are less readable

tender river
#

nix is a satellite of pluto

sage crag
#

nix is also from

#

ancient greek religion

#

like

#

styx

#

hydra

#

and charon

#

maybe kerberos idunno

tender river
#

that nyx but close enough cupsama

sage crag
#

it the same thing

tender river
#

ye, only changed from nyx to nix to avoid name collision with an asteroid

#

so thats why the nix ci thing is called hydra NeurOhISee

sage crag
#

that why there a nixpkgs maintainer named

#

sharon

tender river
#

ohidontsee

vague sonnet
sage crag
#

maple mono

#

fat font

#

i like this font it good

#

ye

vague sonnet
#

damn you guys font nerds

#

I just use the defaults
or comic sans

vague sonnet
tender river
#

not sure if i like maple mono or noto sans mono more for programming

sage crag
#

maple mono

#

it better

#

i not like ligatures for programming though

#

so i have them disabled

tender river
#

some parts look about the same to me but some look better on maple mono

kind fable
# tender river

the first one look weird, but the second one seems to have alignment issues

tender river
#

open image in new tab for best results

opaque sigil
tender river
#

hello toast

opaque sigil
#

i can't go back to most mono fonts, they're so boring neurolingSlep

opaque sigil
#

it's true though

tender river
#

niuh

sick owl
#

The LLM complimented me, I must be so clever glueless

leaden crest
#

hiya toasts

#

and the potato side dish

sick owl
#

I clicked on one of those clickbait youtube "RUN CLAUDE CODE FOR FREE WITH GEMMA 4" videos because I was curious as to how stupid they really are

#

Holy shit

#

They're running Gemma 4 E2B Q4

jovial remnant
#

model for ants

olive sable
sick owl
vague sonnet
sick owl
#

Not to mention the stupidity of pushing it for coding of all things

vague sonnet
#

it's a text completion algorithm

#

its only use should be suggestions in coding

#

not even writing, just suggesting

sick owl
#

Brother it is a 4 bit quantized 2 billion effective parameters model

#

Starting to doubt your "I know more about AI than all the enthusiasts" claim from earlier

warped narwhal
#

it will say that 1+1=3

vague sonnet
#

LLMs are a waste of electricity

sick owl
olive sable
warped narwhal
olive sable
#

I agree that efficiency should be a priority, but LLMs arent fully useless

vague sonnet
#

LLMs should get replaced by LMs

mighty thorn
sick owl
warped narwhal
#

I wonder how the "small" models of today compare to the bigger models from a couple years ago

#

can e2b q4 with web search beat chatgpt 3.0? maybe

vague sonnet
opaque wharf
opaque sigil
#

speaking of "small" models, new qwen 3.6 model dropped today apparently FOCUS

sick owl
#

4 I'm actually not sure about

warped narwhal
#

how about 3.5?

#

I remember it being not so good

sick owl
#

I think e4b matches or beats 4

sick owl
#

It definitely hallucinates a lot less than both of those models

sick owl
#

Must admit I'm very skeptical of some of these claims

#

lol at including these

opaque sigil
#

good thing the claims should be pretty easy to verify FOCUS

#

somewhat at least

sick owl
#

Troo

faint sandal
sick owl
#

The departure of so much key talent from the Qwen team just has me going

faint sandal
#

I don't get it

fickle rain
real sierra
#

to which the correct answer is indeed "m"

#

the person asking the question misquoted the question but the AI knew the answer to the actual question and gave it

faint sandal
#

oh that makes far more sense

real sierra
#

so to me that screenshot makes the human look way dumber than the ai

fickle rain
#

I think it’s silly thing like counting Rs in strawberry

faint sandal
#

I was like wtf is in "second" but twice in "moment"

opaque sigil
#

they cranked the tism lever for opus 4.7, need to give very clear instructions

#

kind of annoying

fickle rain
#

So they made it like Gippity?

opaque sigil
#

i suppose

sick owl
#

It is a failure of generalisation that it gave an answer relevant to the original question and not the users edited version

#

Gemma 4 with a surprisingly strong answer comparatively

kind fable
#

Let’s investigate this “substantially better vision.”
︀︀
︀︀What chord am I playing?
︀︀
︀︀Gemini 3.1 Pro: C-E-G = C-major
︀︀ChatGPT 5.4: A-C-D ≈ Amin(add11)
︀︀Claude Opus 4.7: “Not enough information to say.”
︀︀
︀︀These models are still blind as bats. They have no idea what they’re looking at.

Quoting Claude (@claudeai)

Opus 4.7 also has substantially better vision. It can see images at more than three times the resolution and produces higher-quality interfaces, slides, and docs as a result.

**💬 48 🔁 12 ❤️ 414 👁️ 29.3K **

faint sandal
opaque sigil
sick owl
#

Gemma 4 with a surprisingly slick answer again

#

Wtf

#

I mean it slipped up but it was on the right track

opaque sigil
#

Today we’re announcing Ternary Bonsai: Top intelligence at 1.58 bits
︀︀
︀︀Using ternary weights {-1, 0, +1}, we built a family of models that are 9x smaller than their 16-bit counterparts while outperforming most models in their respective parameter classes on standard benchmarks.
︀︀
︀︀We’re open-sourcing the models under the Apache 2.0 license in three sizes: 8B (1.75 GB), 4B (0.86 GB), and 1.7B (0.37 GB).

**💬 47 🔁 103 ❤️ 899 👁️ 106.0K **

opaque wharf
opaque sigil
#

indeed

sick owl
opaque sigil
#

worth checking out at the very least

glass flower
#

could be a insane model for local development if true mhm like inline assistant or autocomplete etc.

#

sitti i'll wait until gguf versions

vague sonnet
#

what format did they upload in

glass flower
#

mlx

sick owl
#

Ha, claude agrees

vague sonnet
opaque sigil
#

the ternary ones are mlx apparently

vague sonnet
#

yeah

opaque sigil
#

hmm

vague sonnet
#

damn they doing benchmarks on phones for those
now that's the kind of language model research I can get behind

opaque sigil
#

it's been allegedly compiling shaders for about 10 minutes now, surely it'll finish soon right glueless

vague sonnet
#

damn bro what are you compiling

opaque sigil
#

their web demo

#

Program Sub requires f16 but the device does not support it
hmm

#

i wonder if it's trying to use the cpu for some reason om

vague sonnet
#

the demo is just for 1bit right?

#

or am I blind

opaque sigil
sick owl
#

Gonna give it a try in a sec

#

Curious about how the 8B one holds up to scrutiny

opaque sigil
#

webgpu doesn't seem to detect fp16 support

#

weird

#

even switched to chrome for this neuroSadge

vague sonnet
#

2 prompts for the smallest model and 2 lies 😔

#

typical LLM behaviour

opaque sigil
#

idk who to blame so i'll just blame nvidia

vague sonnet
sick owl
vague sonnet
#

"A heartbeat is a very rare event in the context of human life, occurring only once every few hundred years or so, and even less frequently in the vast time scale of a thousand years"
BANGER

opaque sigil
vague sonnet
#

ah boring

sick owl
#

Hold up

#

For two gigs thats not half bad

opaque sigil
#

that's probably 1:1 in the training data tbf

sick owl
vague sonnet
#

is it even quantized tho

twilit vigil
opaque sigil
#

wasn't the whole thing about bitnet that you have to train the model for it already

#

or am i misremembering

#

would assume it's the same here

vague sonnet
#

their paper doesn't mention any quantization so

#

I assume it was just trained like that already

#

oh wait does ctrl+f not work on pdf on github

sick owl
#

As far as I can tell it uses QAT on top of the Qwen 3 8B base model

#

Lemme actually go read the report though

vague sonnet
#

shared weights are an interesting approach

#

idk why they keep the 0 tho
could just prune those probably

#

I guess pruning might make it awkward to read

dusk trout
#

I just got Copilot CLI set up w/ my git+perforce workspace (code is handled in git, data/assets in perforce), and it is pretty crazy. Never used AI for work till now

Using Claude Opus 4.6 (3x token rate) currently and its reasoning ability is pretty spot on. If I point it to relevant files and give it context about a bug I need to fix it’s been pretty quick about identifying issues and suggesting fixes. Even got it to follow my C++ conventions lol

I feel like my job is gonna be half prompting AI very soon vedalWow

vague sonnet
dusk trout
#

anyone else have any experience with Copilot CLI? its much more effective than I thought it would be. curious what people have tried with it. The direct copilot integration into Visual Studio has been slower and much worse in my (brief) experience

opaque sigil
#

it do be like that neuro7

frozen hollow
glass flower
#

tink just tested the 8b model for bonsai... for the size quite alright i think

kind nimbus
kind fable
safe path
#

codex can u give me a billion dollars thanks

#

why is everything being released today modCheck

vague sonnet
#

the scheme

sharp nacelle
#

I used codex to rebuild a web page, it had a really hard time with the graphics from an image, claude code was much better at that (so far)

jagged turtle
sick owl
#

This guy did a very good job of summarising why I'm suspicious of Qwen 3.6

sick owl
#

Much like 1-bit it seems more like a proof of concept than anything

glass flower
#

it is definitely not great LULE but i'm sure in some very very controlled situation you can probably get it to do something useful

glass flower
hard delta
#

i'm better than all ai models cause we live in a simulation and i'm hallucinating all of this and regularly i'm surprised by my own hallucinations vedalCool

fickle rain
#

Sometimes I think someone should take my computer privileges away

sick owl
opaque sigil
timber dagger
#

i think i am slowly losing my marbles over python and html generation

#

i think python just doesnt like me
the fact that I miss R is crazy

warped narwhal
timber dagger
#

i should

#

like i really dont think linux is the issue

warped narwhal
#

It's likely a problem between the keyboard and the chair

timber dagger
#

i spent today like 3 hours just loading a stupid text file into the html
mistral of all things was the only one that actually helped in debugging

timber dagger
#

this is what happens when you force mechE to freaking code
man

opaque sigil
fickle rain
#

Completed Migration to NtDll

On Windows, all standard library functionality is now implemented based on calls to the lowest level stable syscall API. The remaining extern functions in the standard library which make calls to Windows DLLs are:

extern "kernel32" fn CreateProcessW(
extern "crypt32" fn CertOpenStore(
extern "crypt32" fn CertCloseStore(
extern "crypt32" fn CertEnumCertificatesInStore(
extern "crypt32" fn CertFreeCertificateContext(
extern "crypt32" fn CertAddEncodedCertificateToStore(
extern "crypt32" fn CertOpenSystemStoreW(
extern "crypt32" fn CertGetCertificateChain(
extern "crypt32" fn CertFreeCertificateChain(
extern "crypt32" fn CertVerifyCertificateChainPolicy(

This avoids bugs, performance pitfalls, and missing functionality on Windows, making Zig programs more robust, lean, and fast than other programming languages that target this platform.

Notably the Batch API and Cancelation have full Windows support with efficient implementations thanks to these efforts.

Users who wish to target older versions of Windows such as XP, or for whatever reason would rather their applications use higher level DLLs such as kernel32 are encouraged to collaborate on a third-party I/O implementation that eschews NtDll.

There are no plans to migrate away from using the above listed functions.

#

That seems like an interesting idea

#

Well """interesting"""

young plover
#

The Windows kernel API is better when it's stable. You just have to pray they don't change it. glue

fickle rain
#

P sure antimalware might get mad at this cuz generally executables don't only import from NTDLL

kind fable
# kind fable Meow meow meow It's 1AM i can't sleep so i'm making Web dev tutorials on my phon...

I have a stupid idea for how we could add translation support to html
https://julienraptor01.ddns.net/Modern Theming and Translation.html
It's 3AM and i should sleep instead of reinventing the world
But hey with my idea no need to use js to have translations on local web pages and PWA
And the polyfill literally is doable as well i did it (it doesn't work entirely in Firefox tho cause can't theme dropdowns)

fickle rain
#

Actually I don't remember

opaque sigil
#

you're probably right

fickle rain
#

But I carry my .clang-format everywhere

opaque sigil
#

same except it's based on chromium

#

finally i can neatly pattern match on binary messages neuroHypers

fickle rain
#

I actually need to finish the challenge now
I mean I got the "hard" part done I guess

faint sandal
#

and if that were the case a bunch of legitimate native images will get flagged

opaque sigil
#

always love to see having a smarter compiler NeurOhISee

fast pagoda
#

"damn, that compiler is writing a fucking blog post, it really is smart"

opaque sigil
fast pagoda
#

look inside

#

microsoft phi 3

#

for some reason

#

nother day another nickel

opaque sigil
#

phi is kind of endearing

#

how utterly useless it is

fast pagoda
#

yes yes i agree and definitely am discussing the same phi

opaque sigil
#

the language model

fast pagoda
#

i feel this way about granite

opaque sigil
#

i shouldn't be surprised that IBM has a line of models

#

but there's probably a reason i did not know this until today

fast pagoda
#

yeah it was big blue going "waow, that's a lotta copyright infringement" and wanting something the bobs can enjoy

#

it's pretty damn good at staring at charts and shit

#

"enterprise document domains"

#

they LOOOOOOOOOOOOOOOOOOVE documents

#

this baby'll read the OS/2 promotional material and digitize that shit into the most dogshit ancient FileNet bucket of all time, lickety split

sick owl
#

But they are extremely predictable and like funyun said good at OCR/charts

fast pagoda
#

theyre good little corpos

opaque sigil
#

oh i thought you were joking about the documents part neuroCry

fast pagoda
#

no

#

they fucking love documents

opaque sigil
#

i should expect nothing less from IBM tbf

#

this is on me

fast pagoda
#

most ibm possible llm yeah

#

the new one is apache2 as well which is nice

#

rock

#

that is all

kind fable
#

IPv6 is so bad that we looking at IPv8 lmao
https://www.ietf.org/archive/id/draft-thain-ipv8-00.html

void estuary
#

lol

#

will be interesting to say the least

kind fable
#

Who even tought that colons in IP adresses would be a good ideas
Only dots and numbers allowed

young plover
opaque sigil
#

wdym, nothing wrong about it glueless

#

this solves all the problems

#

(just ignore the 10 new problems)

kind fable
fast pagoda
#

garry wouldve pushed that shit yesterday

kind fable
#

I mean we should just ask Claude to review it and push it

#

We'll see if it's down tomorrow

young plover
kind fable
#

It's obv a joke tbh

#

It being not decentralized is an instant fail

amber fractal
#

why is it protected by cloudflare

jagged turtle
amber fractal
#

I should reveal my most stupid project that I'm activly putting in dev time to, I'm making an image generator because it would be funny to troll AI purists with

#

If the argument is I'm stealing from others then I will just use my own photos

#

if the argument is that I'm taking photos of things that have a copyright to them, then I just won't take photos

#

That means the entire dataset is some custom patterns applied to gradients with some extra noise on top

#

checkmate

#

Also means I'll have one of the few completly legal models

#

even if the output is evilDentge

opaque sigil
amber fractal
#

How this works under the hood is abusing gimp3 for all it is worth, every alteration is a filter mask on the orignal image including the noise

#

so we get the very fun thing to where if I reroll the noise, the entire image changes while the basic concept stays the same

#

Plus this is unreasonably very affected by the inital color, so color rotation is another axis I can use

#

So I can actually get quite a bit out of each of them

#

and they only take about an hour for me to make each

safe path
leaden crest
amber fractal
fast pagoda
#

wow hf has dogshit download speed today

#

im going to die of old age

kind nimbus
fast pagoda
#

me yesterday morning at 6:41 am

#

how not tired whatsoever

mighty thorn
#

What is this shit

fast pagoda
#

yea claude 4.7 too

mighty thorn
#

3.5 27 dense clears this MoEslop on almost every benchmark

fast pagoda
#

yezzir

true hemlock
#

i wonder how hard did apple go on clock gating

#

spec integer rate...

#

i see

#

spec doesn't necessarily forbids vectorization

fast pagoda
#

notebookcheck pulled these out of somewhere

#

prob their ass

true hemlock
#

but well, integer rate itself naturally isn't really vector dominant

#

its somewhat branchy and latency sensitive

#

and pretty irregular

#

apple had advantage with their insane IPC

fast pagoda
#

4295 points single 28436 points multi for m5 pro w/18cores on geekbench6

true hemlock
#

though that also means apple did implement clock gating on micro ops component level

#

explains the 2.5w draw

#

because spec benchmark doesn't stress all the alu 100% util because its more branching and latency heavy

fast pagoda
#

is it finally time for arm to kill x86

#

surely

true hemlock
#

i mean

#

the issue with arm vs x86 is more of versatility and compatibility issue imma ngl

#

both are fine

fast pagoda
#

different beasts but nobody cares if it's way faster for many uses if it's cisc/risc/weird compat

#

can finger it out ya kno

true hemlock
#

x86 is more versatile and compatible, arm needs its own ecosystem

#

both can be great

#

but i really really feel like arm isn't the reason its efficient.

opaque wharf
fast pagoda
#

Xx86_ARM_68xX

true hemlock
#

power draw still gets eaten by clocking traces and processing

#

cant cheat that one out

#

can only make it look good by clock gating

#

its why apple hit sub 2W idle
and so did my tuned i9 13900

#

idk why amd didn't do it i can't hit below 20W

#

on my 9950x3d

true hemlock
#

actually pin that in atomic

#

man don't you love it when headlines NEVER goes deep into these details and just throw in "woah apple new chip beat <insert other chip here> while being very efficient"

fast pagoda
#

that's because 99% of people even in the audience will see that and go "aawagga" and then forget they ever saw it

fast pagoda
true hemlock
fast pagoda
#

and the wonderful infinity fabric you love

true hemlock
fast pagoda
#

i think the apu dont have the problem cuz iod isnt a separate unit

true hemlock
#

all 16 cores itself is at 0.128w lmao

#

core ccd total 3.7w

fast pagoda
#

what's it run the cores at min on wandows

true hemlock
#

soc and misc draws a lot more

fast pagoda
#

linux amd-pstate min is 400

true hemlock
#

actually, brb, imma tweak some c states

#

or p state

fast pagoda
#

400mhz seems to be about .3W/core with the voltage drop that comes w/ it

true hemlock
#

infinity fabric my foe

fast pagoda
fast pagoda
#

yeah it is

#

that was calling it out for being dumb high for what i'd hope

true hemlock
fast pagoda
#

strix point does a bit better

true hemlock
#

intel my beloved

fast pagoda
#

like hx370

#

manages like 5-7w idles but even that is silly

#

wonder what the idle on my 8745hs is prease hodl

kind fable
opaque wharf
#

JS is made in 1 week

#

1 WEEK

fast pagoda
fast pagoda
tender river
fast pagoda
#

we did end up with scheme

#

just nobody use

true hemlock
fast pagoda
#

holy based

fast pagoda
true hemlock
#

a bit lower now

fast pagoda
true hemlock
#

apparently core powers is an average

#

bruh

#

2.2w on all core is nice

#

but soc still fucks it up

fast pagoda
#

............ escape from /dev/cellblk13

#

the count of monte crontab

#

im out of ideas

true hemlock
#

this was taken 4 months ago with my i9 13900

fast pagoda
#

cant believe how dogwater linux powermonitoring is

#

time to reboot to the forbidden drive

true hemlock
#

theres a reason why i never bother overclocking my servers

true hemlock
#

amd could never

#

i don't think amd bothered clock gating the io die much

fast pagoda
#

from what ive read (not a lot mind you) it's something something chiplets something something iodie separate and always on asf because it's separate because ?????? amdentge

#

the reason of course naturally being "FUCK you" - amd

fast pagoda
#

that's the chiplet way

true hemlock
#

because big die are somewhat non linearly more expensive

fast pagoda
#

ye

true hemlock
#

because something something defect densities and yield rate

fast pagoda
#

i just never figured the direct reason that it being a chiplet requires always on iod, i guess to avoid wake issues and shit

true hemlock
#

but the power issue isn't because chiplets

fast pagoda
#

infinity fabric is called infinity brah

#

it must

#

run

#

at

#

infinity

true hemlock
#

though chiplet is also ass because extra latency

fast pagoda
#

what you dont want your instructions to run an olympic marathon always

true hemlock
#

its not as simple as wiring traces through the package you still need to go through amplification stage and signal shit

#

latencies between chiplets are ass that way

fast pagoda
true hemlock
#

fair

#

misc itself is 6 watts so yeah

#

but the io die

#

istg

fast pagoda
#

and it's prob not helping all the io retain any form of steady idle

true hemlock
#

amd can you learn how to properly implement clock gating

fast pagoda
#

turn on x3dturbo

#

it'll half ya power use :^)

#

well maybe not fully half

#

but it will killean the 2nd ccd

#

and also smt

#

fking 486 turbo button ass name

true hemlock
fast pagoda
#

what does amd do in epycs and shit for iod

#

cant possibly still be one iod for all of it

#

oh it is all of it

#

mf 12 ccds to 1 io

true hemlock
fast pagoda
#

tr 9995