#programming

1 messages · Page 266 of 1

silent cloak
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they use less power

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because ANNs are highly inefficient and power hungry

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hence needing entire islands just to make them answer wrong on a test

umbral thorn
sage crag
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beep

silent cloak
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they dont have a concept of time either while SNNs do

true hemlock
silent cloak
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because they rely on "spikes" which are closer to human neurons

silent cloak
uneven pulsar
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I need some help
Formate
([#fill here anything ])

true hemlock
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real time learning not even possible on ANN since its heavily based on statistics

silent cloak
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i hate distilled models so much man

obsidian mantle
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what do these things do

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run ais?

true hemlock
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ANN fake neuron aswell tbh

uneven pulsar
silent cloak
#

dont get me wrong they are good for many uses, but for anything that uses NLG, hell no

sage crag
#

different level of accuracy though

silent cloak
#

and they are incapable of actually thinking too unlike SNNs as they are continuous

sage crag
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SNN "continuous"

obsidian mantle
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is it just analog processor or what

true hemlock
silent cloak
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of course not but they are capable of actually learning instead of feeding itself with it's own context over and over

uneven pulsar
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Subprocess.run([])

sage crag
silent cloak
#

"thinking" in traditional ANNs are just chained prompting

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which is cringe

true hemlock
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might be interested with sharing my research

sage crag
fast pagoda
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it just learns how to prompt itself

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"learns"

obsidian mantle
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neurOMEGALUL how do you even discover this

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first time i hear about it at all

sage crag
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minor semantic difference

obsidian mantle
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do you need some special motherboard for this

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or is it connected via usb

sage crag
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talking about neural network architecture

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if you mean neuromorphic hardware, its specialised

obsidian mantle
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yes the hardware

fast pagoda
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also ive returned from JEP106

mfw i dig throuhg the module manufacturer thinking the thing actually gave me some info and the "module manufacturer" is listed as bank 5 0xCD which is

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drumroll please

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g.skill

silent cloak
fast pagoda
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and i know those mfs dont make modules

silent cloak
#

kind of a newer one to the table

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but it shows promise

fast pagoda
sage crag
true hemlock
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fuck sleep, im more curious with how others that are also involved in this field actually also implement this Hmm

silent cloak
fast pagoda
#

konii got me

silent cloak
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SNNs are capable of learning post training

sage crag
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ye ye me know

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synaptic plasticity

fast pagoda
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yeah that is super coolio i was just Chatting aka repeating the same thing you said about traditional models and their "thinking"

obsidian mantle
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??? are you running it in simulation in your normal cpu or what

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do you have actual processor of that kind

silent cloak
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u can run SNNs on normal hardware its just not as efficient

obsidian mantle
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what is the "research"

fast pagoda
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the hardware itself does not need to be bespoke

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it can be

obsidian mantle
silent cloak
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the research is essentially math which isnt the most fun

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I have dopamine as a factor in my model because i based it on DA-STDP

sage crag
silent cloak
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which is a type of modulated STDP

sage crag
fast pagoda
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that's how GPUs are where they are, there are ways to make specific accelerators for these jobs that beat GPUs which are of course general purpose, but they brute force it and have software support so running them is what we do even tho the hardware isnt really built for it (well, increasingly it is now but)

silent cloak
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they arent a GPU technically

fast pagoda
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yeah im talkin like running any model in general and just general purpose hardware vs not

silent cloak
#

NVIDIA malds at the potential of SNNs

fast pagoda
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kek

obsidian mantle
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konii your entry level is like top 0.00001% level i aint watching 50000h of videos neurOMEGALUL

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nvm then i'll just ignore this topic

silent cloak
obsidian mantle
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there are too many things in this world i havent heard about

silent cloak
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a good read though not the only paper on that version

sage crag
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me systems programmer not ML

fast pagoda
# obsidian mantle konii your entry level is like top 0.00001% level i aint watching 50000h of vide...

just go watch 3blue1brown's intro on neural networks if you want a basic idea of how at least pre-transformer style models function at a conceptual level as well as how transformers themselves work (again, conceptual and visual) in comparison

not much material out there about SNNs designed for someone with no prior background in ml or at least a passing interest to have the baseline of understanding

obsidian mantle
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i think i watched it

fast pagoda
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but did you WATCHED it

sage crag
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me not know neuroBzzzzzz

obsidian mantle
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maybe i watched something else

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idk

#

i cant connect that to what you are discussing here

silent cloak
obsidian mantle
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since when are they making fucking processors that are based on that and which do work neurOMEGALUL why has nobody ever mentioned it anywhere

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do they suck so bad its just like a toy project at its peak

silent cloak
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though u also have the option of temporal based thanks to SNNs being temporal based

sage crag
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which, im not sure how that affects snns but ye

silent cloak
#

i mean its pretty much only used to shrink ANNs because of how hungry they are

sage crag
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yee

silent cloak
#

SNNs are already far lower in power requirements but u can still employ a number of methods

obsidian mantle
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what does it get as an input

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if not numbers

fast pagoda
sage crag
obsidian mantle
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all neurons get input simulatniously?

fast pagoda
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they get input ...over time

sage crag
silent cloak
#

ANNs dont have a concept of time

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SNNs do

sage crag
obsidian mantle
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so it depends on time too

silent cloak
#

and then each neuron's signal decays over said time

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so its similar to how the human brain works

obsidian mantle
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thats it?

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seems useless

fast pagoda
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you could say that's it if you simplify how our brains work too

silent cloak
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no because its not firing everything at once

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like an ANN does

fast pagoda
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but then you're not talking about the wobbly signalz and shit

silent cloak
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so its far less power hungry

true hemlock
silent cloak
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and because the signal propagate u have many options of learning beyond the initial training if u employ neuro plasticity

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normal ANNs cant learn by doing, only by training

sage crag
silent cloak
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sure u can fill the context with history but that just increases the demands more and more

true hemlock
sage crag
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quite literally, adding, multiplication, and the application of a single function per weight

obsidian mantle
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this is regarding ann? and for snn?

true hemlock
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not for snn, at least on some implementation

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the basic implementation of snn is still linear

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just works with timing based firing with thresholds

silent cloak
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btw for an example 2-bit operations on neuromorphic hardware is generally 16x faster than 32-bit

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4-bit 8x etc

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they dont demand as much

obsidian mantle
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and this field sucks so bad nobody uses it for anything real yet

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or do they?

silent cloak
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some do

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its experimental

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just like ANNs were

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i only found vedal originally because AI as a subject was obscure back in the day

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though machine learning still had its uses

silent cloak
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the first Ai related thing I made was LVQ network

fast pagoda
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at least in the way that people are excited about and researching and implementing them

silent cloak
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then i moved to NLU and to NLG

silent cloak
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u can find some old presentations and papers they did

fast pagoda
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tbf they probably kinda sucked compared to sota of like, unet and other CNNs etc at the time which had more interest and support around them even then

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snns as a concept have been around a hot minute though yeah

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i dont know when this was so idk what they would've been comparing them to

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i am gonna go try to find paper though kek

silent cloak
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one of their presentations they did i think was in 2019?

fast pagoda
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oh so that's against transformers and like unet type shit at that point

true hemlock
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also people gets the comparison wrong often

silent cloak
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thankfully we dont need either for these

fast pagoda
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makes sense

true hemlock
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your typical SNN would suck at most data generation workload

silent cloak
#

they use spiking neural circuits in some of the hardware to do two's complement and binary matrix multiplication

sage crag
silent cloak
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and they honestly are able to work just off of INT2 for a lot of processing

sage crag
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i have no gpu, 32 gigs ddr5, and a ryzen 5 7600

true hemlock
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if im ngl

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llm suck at decision making

silent cloak
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indeed

sage crag
true hemlock
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considering that it has no concept of timing

silent cloak
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or adaption

obsidian mantle
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what does concept of timing have to do with all of this

silent cloak
#

SNNs are very popular atm for visual and audio processing though

fast pagoda
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temporal information in models and using it for anything is so hard for me to understand somehow

silent cloak
nocturne olive
silent cloak
#

and timing is needed because the spike signal must decrease over time

silent cloak
#

if i had a drawing board i could explain it better

sage crag
#

evolve devolve evolve devolve

obsidian mantle
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does each neuron have its own "decrease rate" or they do it all in the same rate

sage crag
#

SNNs wouldnt struggle so much with that loop she got into in plague inc

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because they retain context

hearty notch
hearty notch
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draw it share it

silent cloak
#

thats their "weight"

fast pagoda
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SNNs are kinda like async while traditional networks are more continuous and linear

silent cloak
#

there are a few different neuron designs rn though

fast pagoda
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am i horribly wrong here

silent cloak
#

because its all so experimental

true hemlock
# obsidian mantle what does concept of timing have to do with all of this

on one side with ANN you practically have a complex network of matrix multiplication to determine the data to be predicted. yeah these models don't have the capacity to think nor have the concept of time, its just predicting data as quick as the computer can do

on the other hand, SNN are more related to biological neurons. the firing are more timed

sage crag
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whereas an SNN is more "partial" or "async"-like you said

true hemlock
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there are cases where SNN model creates feedback loops and it sometimes works as a timing sensing mechanism

obsidian mantle
fast pagoda
#

right so it's kinda idle until it reaches activation and as a function of that event firing sort of approach, it inherently includes time in its computation of a result

silent cloak
sage crag
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why do

hearty notch
#

have you ever seen high speed cam of bee wings they propel upwards with both flaps it looks so cool

true hemlock
# silent cloak

this is the SNN implementation as a feed forward for a CNN isn't it

silent cloak
#

showing some of the comparisons

obsidian mantle
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what is that "IF" thing

silent cloak
#

Leaky is a popular one

nocturne olive
#

Scam bot, call mods

sage crag
#

look at this

true hemlock
#

fair, SNN are pretty competitive in computer vision somewhat and ANN also works so its a proper comparison for a specific usecase

obsidian mantle
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and who processes that "bunch of spikes output" into actual data

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or its only midlayer drawing

fast pagoda
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encoder/decoder?

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is that still a thing for snn

silent cloak
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yeah most papers are related to audio and visual

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which is kind of how ANNs started out in research

true hemlock
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pretty fun.

fast pagoda
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dont talk about that, quack will be angy

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it's over

sage crag
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🦆

hearty notch
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it's so over

sage crag
#

in a computer vision contest

fast pagoda
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i guess it makes sense to pursue something initially that is exceptionally obvious to the layman "hey that's getting better!" and is also easier for us to intuit ourselves

sage crag
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or benchmark

silent cloak
#

just accumulate until threshold pretty much

sage crag
#

neuron doesnt output until it goes over threshold

obsidian mantle
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when does it stop the output? it has decay too?

sage crag
obsidian mantle
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once threshold is reached

fast pagoda
#

similar to an action potential

sage crag
#

it doesnt "last" for any time

obsidian mantle
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ohhh so it holds the output while it has enough intput

fast pagoda
#

that's how our neurons work w/ action potentials and the threshold they have to actually fire

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at least in part

obsidian mantle
#

neurOMEGALUL how the hell can this be applicable to anything

silent cloak
#

alot of different neuron types are being experimental with rn in these models

obsidian mantle
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you need some weird input converter and weird output decoder idk

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i have jpg image what do i give it

fast pagoda
#

regular models have that too

sage crag
#

yee

fast pagoda
#

encoder/decoder

sage crag
#

you think regular vision model can accept 1920x1080 image?

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lol

fast pagoda
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although i saw a paper where they were getting damn close to a practical way to not have the enc/dec step

sage crag
#

need preprocessing

obsidian mantle
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oh so it looks like low resolution black and white

sage crag
fast pagoda
#

lot of the challenge in any ml has been getting the information the model needs to operate on

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to the model

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in a way that is helpful

silent cloak
#

ok let me explain how the basic neurons with these work simply

sage crag
silent cloak
#

imagine a bucket

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fill it up from the other neuron signals moving in

true hemlock
silent cloak
#

the water will slowly leak as the neurons forget

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but if the water reaches the top, it shall fire

fast pagoda
silent cloak
#

continuing the cycle

obsidian mantle
#

and that "can learn on the fly" part? how does that work

silent cloak
#

neural plasticity

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different methods exist

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STDP being the most famous

true hemlock
sage crag
silent cloak
sage crag
silent cloak
#

again there are a few different types rn

sage crag
#

yee makes sense

silent cloak
#

there is no standard yet

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leaky is a popular one

fast pagoda
#

they adjust the activation threshold for next time via some magic that accounts for how long the activation took

obsidian mantle
#

so it looks at the output and can change itself depending on the output... what stops us from doing the same in ann?

true hemlock
#

my research institution even made some new types of neuron

fast pagoda
#

catastrophic model collapse

true hemlock
#

classified, though

fast pagoda
#

is what happens with a regular modelif you adjust the weights

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on the fly

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too much

true hemlock
#

:TOSbutNDAemote:

fast pagoda
#

same

obsidian mantle
#

does SNN revert to original state overtime?

silent cloak
#

essentiall with STDP connections between neurons get stronger when the first neuron helps cause the second to fire

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and it gets weaker when it doesnt

true hemlock
silent cloak
#

yeah and they use VALUES not spikes

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which is also why they are inefficient

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lets say ur on a phone call

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the ANN will continue to process all the empty information

obsidian mantle
#

snn learns on the fly from the input?

silent cloak
#

they also use energy when nothing important is going through

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SNNs are also generally binary

fast pagoda
#

yep thats why dense ass models are horrible to run

sage crag
#

ohhh quuck i wanted to show you a funny thing that i caused chatgpt to do

silent cloak
#

0 or 1 while an ANN will send 0.7, 0.8, 0.85 etc

sage crag
#

take a guess at how many semicolons are in that output

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about 17kb of them apparently

fast pagoda
#

you still have to do the non-firing state updates in the neurons in a SNN running on something that is NOT neuromorphic right

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so it's not quite as efficient

true hemlock
#

im not going to downplay ANN either and be the loud minorities of SNN folks though. gonna make it clear that SNN have different usecases.
you don't generate semantics token vector with these model to generate text, nor you able to diffuse noise from these model.
dunno how to make it simple, but i guess you can say SNN are far better with timed decision making, while ANN are more suited for generative usecases

silent cloak
#

think of it like this

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an ANN is contantly talking even when nothing of importance is happening

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while an SNN will only talk when needed and put the phone down after

fast pagoda
#

and they only do a couple steps for SNNs too anyways even if you're calculating some updates per non-firing synapse

hearty notch
#

ITS NO NEURON NOVEMBER GUYS WTF

silent cloak
#

they are more simple mathmatically so they still dont draw nearly as much power

fast pagoda
#

it's no nVedal november actually

sage crag
#

i wonder if its possible to run an SNN on analogue hardware

silent cloak
#

they dont need large values

fast pagoda
#

brain is analogue hardware running an SNN :^)

sage crag
silent cloak
sage crag
true hemlock
#

right

hearty notch
#

why wouldn't you consider it analogue it has materials that aren't in standard digital

fast pagoda
#

that's too far into the weeds, actually i dont know what most people would even think of the brain as if they had to classiffy it

obsidian mantle
#

how is brain not analogue neuroWhat

hearty notch
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what's your def of analog

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because mine is just not digital

sage crag
#

analogue computation specifically

fast pagoda
#

analogue to me is just continuous rather than discrete mostly

hearty notch
#

I see

sage crag
#

brain is definitely not continuous

fast pagoda
#

you are correct there for sure

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well

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as a system it kinda ends up being

silent cloak
#

neurmorphic chips run async too which is nice

obsidian mantle
true hemlock
#

speaking of which my research institution has quite done slightly outside the general meta for snn rn
i got a question, by any chance is there any publicly known spiking neuron that needs occasional synaptic regulations
couldn't find any of these yet in public papers but in our variation of snn we do have this shit neurOMEGALUL

silent cloak
#

because they just run off of spikes and dont need a global clock

fast pagoda
#

but individual firings and such are what like 10 hz or something

sage crag
obsidian mantle
#

how is this connected

sage crag
#

dont ask me ask common ancestor of life with brain

hearty notch
#

ultimately nothing's continuous if you consider planck time the fundamental resolution of time

sage crag
#

planck time isnt resolution of time

silent cloak
#

also no complex floating point matrix multiplication

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which is always great

sage crag
true hemlock
#

this whole channel is lunatic

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lmao

silent cloak
#

of course

true hemlock
#

one side we have 2 SNN bros

sage crag
true hemlock
#

other side is bunch of people who never worked with ml fields

silent cloak
#

lmao

sage crag
#

yeee it me

true hemlock
#

some has, but on ann

sage crag
#

im the clueless AYAYA

true hemlock
#

then you have random philosophical statements outta nowhere

obsidian mantle
#

how is brain not continuous

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it is continuous

sage crag
silent cloak
#

without neurmorphic hardware SIMD does a good job though

fast pagoda
#

neurons generate impulses but they are not continous

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a neuron is putting out discrete events

silent cloak
#

yup

hearty notch
silent cloak
#

some neurons arent really firing at all either depending on the situation

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while an ANN is firing EVERYTHING

sage crag
fast pagoda
sage crag
#

they are about useful numbers for us to use in computation

true hemlock
#

then you have the physics bros

sage crag
hearty notch
#

it's a fundamental limit of measurement which is a fundamental limit it's not about our instrumentation it's about what's literally possible

true hemlock
#

don't get me wrong though this chat is entertaining

obsidian mantle
#

what even is time

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there is no time

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its subjective

silent cloak
#

they are talking about a dimension as if the mathmatical representation is the part that matters

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💀

obsidian mantle
#

you cant prove it if its not measurable

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can you

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whats the point

hearty notch
#

time is measurable idk where you got where it's not

silent cloak
#

i mean

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technically its not

obsidian mantle
#

i mean below plank time

silent cloak
#

just a representation

sage crag
#

there is no absolute time either

silent cloak
#

u cant measure time from the third dimension

sage crag
#

the speed of time changes when you move

hearty notch
#

planck time is on the order of e-44 seconds lmao we can do plenty above that

silent cloak
#

because ur stuck in that axis

obsidian mantle
#

the sky is blue

silent cloak
#

its like a 2D creature trying to measure the third dimension

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how can it?

sage crag
silent cloak
#

it cant reach up now can it

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it cant throw a ruler onto it

true hemlock
#

is space continuous

obsidian mantle
#

konii is there anything you dont know

sage crag
obsidian mantle
#

can you go solve world hunger or smth

sage crag
fast pagoda
#

neurons if they were continuous would not have a refractory period, it would not have a break to reset the gradients of like sodium and shit that cause it to fire

sage crag
fast pagoda
#

it somehow took me 8000 years to make this a white background

hearty notch
#

neural firing is discretized is still not a claim the entire brains function is but yea it's important to understand the model ig

silent cloak
#

we are talking about SNNs and dimensional physics

#

very interesting

fast pagoda
#

average programming chat

sage crag
silent cloak
#

i love both so im chill

sage crag
#

must be how quuck feel when i ask question about ML

obsidian mantle
#

i kind of want to become a known guy here since it looks like this channel is bedlam of future world ruling CEOs

fast pagoda
#

i find nothing wrong with knowing yourself to be uninformed and thus speaking to people who do clearly have experience in it, to try to understand better

#

which is why i do it constantly

sage crag
fast pagoda
#

they become woz

silent cloak
#

u have to be old and stupid to be a CEO these days

fast pagoda
#

or young and evil that's a good one too

silent cloak
#

and always make sure to ignore ur customers

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in favor of shareholders

sage crag
silent cloak
#

if u fuck up, you must double down

sage crag
#

nvidia at $5t

silent cloak
#

and insult the customers

olive sable
#

Goodmorning neuroWaveA

silent cloak
#

let them know that u dont care about them and hate them

sage crag
#

samuel vanuel manuel

silent cloak
#

then u will be the perfect 2025 CEO

fast pagoda
#

i hate to bringit up but that's a failing of the fundamental purpose of the company being serving the shareholder above all else and not doing so would be a very bad for the company who is controlled by those shareholders

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not that i think it's a good thing

olive sable
fast pagoda
#

it's just kinda they kinda gotta (should not work that way)

silent cloak
#

yeah but the shareholders invest based on the involvement of consumers

sage crag
silent cloak
#

if there are no consumers there are no shareholders

olive sable
#

What

fast pagoda
#

well, shareholder want the funny number to go up NOW not in 15 years

true hemlock
#

how the fuck did we went from SNN, ANN vs SNN, analog, biology, quantum physics, philosophy and then to business and capitalism

silent cloak
#

being a shareholder is investing in a company in the hopes that it generates profit from its product/work

sage crag
#

late stage capitalism is about making number bigger ye

fast pagoda
#

and so everyone gets sacrificed except ol benjamin franklin on his hunned

fast pagoda
sage crag
silent cloak
sage crag
#

not me im a tv

fast pagoda
#

reminds me i have something to consume to make me a good boy for society that i've neglected

olive sable
#

Idk man i just got here

sage crag
#

samuel vanuel manuel

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🔺

olive sable
#

I slept for 14 hour cuz im walking like gregory house with my injury

silent cloak
#

based reference

sage crag
#

how you even get injured you dont go outside

silent cloak
olive sable
#

I do go outside

#

Im a college student

hearty notch
#

that's good it probably contributed to healing faster

sage crag
hearty notch
#

get well soon!!!

true hemlock
silent cloak
#

i forgot about this video

fast pagoda
#

alright tringle man let's get your take on the implications of the planck limit on whether or not the brain is digital or analogue or some other 3rd thing (biological system which can fit both in some ways or otherwise)

sage crag
silent cloak
#

accurate ANN representation

rigid snow
#

pp

silent cloak
sage crag
#

ive seen it show up

fast pagoda
#

i was about to mention having one of those

sage crag
#

not in any filters yet

olive sable
hearty notch
#

I looked up some stuff about planck time and the precise formulation is it's the unit of time below which we are unable to reconcile the math of GR and QM and therefore have no models to predict anything

olive sable
#

Im not 1 biologist

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Idk

fast pagoda
#

lmao tthe hundreds of doctor agents

sage crag
#

biochemistry is interesting, the way hormones work typically is by binding to a molecule and altering it in some way

rigid snow
hearty notch
#

definition of analog vs digital is a fight I may be willing to relitigate but I need to look up history of the idiomatic use of analog

olive sable
#

I know more about dna then hormones, dna is just way cooler imo

sage crag
#

ne me disagree

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dna simple part of biochemistry

olive sable
#

And i only learn stuff im interested is cuz other info doesnt stick

sage crag
#

biochemistry go much deeper

fast pagoda
#

dna and hormones are pretty intertwined

silent cloak
#

DNA fans when their telemeres decrease

uneven pulsar
#

I must be song writer

fast pagoda
#

inasmuch as your gene expressions directly influence your response to any hormone

sage crag
uneven pulsar
#

Idk about biology

hearty notch
#

epigenetic mechanisms in DNA are cool. neurotransmitters are cool because I'm a huge fan of acid and that's how we discovered the phenomenon of the serotonergic system. GO ACID.

silent cloak
#

i dont wanna be taller i want my telemeres to be taller

true hemlock
olive sable
true hemlock
silent cloak
true hemlock
#

this is just the peak of this channel

silent cloak
#

based on estimates of course

fast pagoda
uneven pulsar
#

TELL ME U GUYS
HOW MUCH URE GPU NEED TO TRAIN ?

silent cloak
#

i have a variation of it and keto

hearty notch
#

long walks

#

nice

fast pagoda
hearty notch
#

I'm shortening my telomeres like idgaf I don't wanna live to 70

olive sable
silent cloak
#

A normal human cell can undergo between 40 and 60 mitotic divisions before it stops dividing and undergoes apoptosis

#

so it would be easy to estimate how many before death

#

based on average cell lifespans, general mitosis, and cell count

obsidian mantle
#

why do you remember all this

sage crag
olive sable
#

Can i just get more cells from those stem fuckers in my spine?

obsidian mantle
#

does your brain not forget things that you dont think about/encounter anymore

hearty notch
#

I had to read that book for a health data elective, the immortal life of Henrietta lacks

fast pagoda
#

lol the hela cells are fucking creepy to me

hearty notch
#

it was a good elective

fast pagoda
#

any of the immortal cell lines

sage crag
silent cloak
sage crag
#

forgot to eat for 10 hours ne

nocturne olive
fast pagoda
#

it's super cool and useful for research but damn

uneven pulsar
#

Google server gpu spec

olive sable
maiden geyser
olive sable
#

I need to take my meds too

#

Brb

fast pagoda
#

to have your cells exist 70+ years after you've died

#

that is wild

silent cloak
#

imagine if telomeres didnt suck

sage crag
sage crag
silent cloak
#

lucky

fast pagoda
#

a Helamunculus

uneven pulsar
#

ASK QUACK TO DO FINE TUNING

fast pagoda
#

im so fucking funny bro

obsidian mantle
#

neurOMEGALUL this conversation feels like from another world where everyone knows everything for some reason

sage crag
#

yee enzyme called telomerase

#

uuh

#

lobsters have it

silent cloak
#

me programming SNNs with telomeres

hearty notch
#

afunyun which char is your pfp

silent cloak
#

so they eventually die like people

sage crag
silent cloak
#

neurons do have telomeres

#

in humans

sage crag
#

iSNN

nocturne olive
#

That i person is so weird

sage crag
fast pagoda
true hemlock
# true hemlock fun fact, axons stimulation only stimulate relatively close local groups of dend...

in our (my research institution) case, the synaptic plasticity does multiple things actually. strengthen "axons" into local dendrite group, shift to a different group, split and refactor groups. the signal propagation isn't considered as synaptic plasticity though in our case
we modelled our SNN variation heavily based on advanced research in neuroscience aswell
could be useful if you're planning something similar but in most cases of SNN only research its not as applicable.
@silent cloak

uneven pulsar
#

My one guy has name call deleted user in other guild.id

hearty notch
#

ty

true hemlock
#

time to dip

sage crag
#

me donate my brain to quuck.ai after i die

#

dont send ninja after me

silent cloak
#

i had to read up quite a lot

nocturne olive
hearty notch
#

oh ok I knew it looked maybe spongebobby I thought Simpsons at first but this makes sense yea the oval eyes

sage crag
silent cloak
#

ANNs are more math than biology while SNNs are more biologically focused

fast pagoda
#

he tries lol i don't mind the entropy he injects

uneven pulsar
#

Snn hmmm

olive sable
#

hi

sage crag
#

also kinda similar text mannerisms to that 505 guy

#

you know the one

uneven pulsar
olive sable
#

i am on desktop now

sage crag
#

or was it 404

#

not sure

silent cloak
#

though ignoring all the other work that goes into it regarding the math of course

sage crag
true hemlock
#

not sure if im willing to invite cipher somewhere for more of our snn research but

#

actually nah

#

night drunk rn

sage crag
#

take out to dinner first ne

olive sable
#

if we have antibiotics, then what are biotics?

fast pagoda
#

you

#

and me

uneven pulsar
#

Atleast I got idea tho

sage crag
olive sable
hearty notch
olive sable
#

mods

#

spammer

hearty notch
#

oops

#

it didn't go away

#

I thought it wasn't going through

obsidian mantle
olive sable
hearty notch
#

on mobile

fast pagoda
sage crag
obsidian mantle
#

of course

olive sable
#

what

fast pagoda
#

average red goop

obsidian mantle
#

wait let me try something

sage crag
#

biotic just something that supports the growth of cells

#

DMEM is a biotic

fast pagoda
olive sable
#

ew

silent cloak
#

programming chat is just spinning the wheel on topics

sage crag
#

weird example ne but funny

hearty notch
#

probiotics and prebiotics have been been fads for awhile

obsidian mantle
#

ahem.. so there is this problem where we cant travel faster than light, but i heard there is some trick how its actually possible, have you heard somehting about it @sage crag

hearty notch
#

I see them extra because california

uneven pulsar
#

Well any one has idea to mix multiple image to one ?

olive sable
fast pagoda
#

if you get enough people chatting at once this chat cycles throuhg every possible STEM/Philosophy/brainrot/gibberish topic imaginable

hearty notch
#

I'm ADHD as hell and will talk about anything I know about

sage crag
#

no actual evidence of such a method existing though

obsidian mantle
#

oh yeah of course how do i do that

fast pagoda
hearty notch
#

same

sage crag
#

dunno no one did it yet

olive sable
#

welp, im still not able to walk but it hurts less. i might skip school tomorrow BlepCat

obsidian mantle
fast pagoda
#

ALCUBIERRE DRIVE

uneven pulsar
fast pagoda
#

JUST 10 MORE YEARS GUYS

sage crag
obsidian mantle
#

but you know how

sage crag
flint dome
sage crag
#

speed of light isnt barrier

#

speed of light is fundamental limit on how fast information can travel

#

it insurpassable

fast pagoda
#

the speed of light is the great filter 🤯

sage crag
#

quite possibly

olive sable
#

every now and then konii gets a new word in her vocabulary, and now it is is "ne"

hearty notch
#

not mutually exclusive

fast pagoda
#

ne has been increasing in frequency for a stinky minute

uneven pulsar
#

Do u know we are offical stage 0
In technology

olive sable
hearty notch
#

ne ne, kiiteru?

sage crag
#

no

flint dome
olive sable
#

yes

uneven pulsar
#

Stage 1 has able to use whole sun engery

hearty notch
#

yep

fast pagoda
#

given that kardashev is based on energy consumption

#

if we want to be as high as possible

#

give NVIDIA more money

true hemlock
fast pagoda
#

jensen will figure out harnessing the sun for a megaslopper 9000

uneven pulsar
#

Nivida need to make
More gpus 🙂

sage crag
#

there's more too it than that though

true hemlock
flint dome
#

thats why i was saying it is sort of like a barrier to getting fast enough

sage crag
olive sable
#

E = mc^2. so mass becomes big

hearty notch
#

barrier is a fine word to use there konii was nitpicking imo

flint dome
fast pagoda
#

a barrier in the sense of a think you cannot get past

#

ya

sage crag
fast pagoda
#

i think the problem is that barrier implies there's something behind it

sage crag
#

where p is momentum

olive sable
#

ye, but i didnt bother to remember that one

sage crag
fast pagoda
hearty notch
#

we've defined the things behind it like tachyons we just don't expect them to exist

hearty notch
#

because they probably don't exist yea

fast pagoda
#

part of the fundamental equations that define our reality

flint dome
fast pagoda
#

is

#

gaming

sage crag
#

cant go over it without creating infinity somewhere

uneven pulsar
#

Bye I still
Coding dump things on ai

obsidian mantle
#

what about those warps you mentioned

hearty notch
#

gl i

sage crag
olive sable
#

would that mean, that you can get negative energy for things with negative mass?

flint dome
# fast pagoda i certainly am

i mean for all purposes our best way of exiting this bitch of a earth's gravity is still strapping millions of tons of explosives to our ass and farting it out at a lunatic manner just to get up there

sage crag
#

there is no negative energy

olive sable
#

bwaa

obsidian mantle
olive sable
#

i know antimatter has positive mass, which is kinda sad

#

its jsut oposite charge or something

#

scam

tender river
fast pagoda
hearty notch
#

opposite quark composition but yea

fast pagoda
#

nvidia is writing that down now

flint dome
sage crag
#

its a relativistic effect

obsidian mantle
#

oh so just visual

sage crag
sage crag
#

distance as observed by another person would remain the same

#

but for yourself it would appear to contract yes

olive sable
flint dome
#

would it increase the mass of something else instead of its own mass

sage crag
#

"negative mass"

flint dome
#

because imagine it in the sense of money
you have + money (no debts, only cash)
or you have - money (you have debts)

olive sable
#

i know it sounds stupid, and it is also stupid, but it would be cool

obsidian mantle
#

to yourself

fast pagoda
#

i have 3 kids and no money but i want no kids and 3 money

sage crag
#

or more accurately, everything slows around you

#

in fact, photons dont percieve time at all

olive sable
#

its so hard being a single mom when you dont have children and you're a teenage boy

sage crag
hearty notch
#

everything slows around you yea if you move fast enough the whole universe will age faster than you

flint dome
obsidian mantle
sage crag
obsidian mantle
#

(lets pretend it has eyes)

fast pagoda
#

you could be philip j fry

#

and be your own grandpa

sage crag
obsidian mantle
#

entire universe is 2d for photon

fast pagoda
#

photon has no concept of time

obsidian mantle
#

right?

fast pagoda
#

yeah that dimension is just gone

sage crag
sage crag
#

time dimension gone though

olive sable
#

steins gate moment

pseudo silo
#

Yes

obsidian mantle
fast pagoda
#

kek

#

when spiking light

pseudo silo
#

;0

#

Technoblade never die

sage crag
fast pagoda
#

hey speaking of discrete vs continuous, there's some debate about whether or not spacetime itself is even continuous or discrete due to qUaNtUm ThEoRy

olive sable
#

erm

sage crag
#

yee already mentioned

olive sable
#

i have no clue

sage crag
#

like i say, no evidence that spacetime is discrete yet

#

however, lots of fundamental forces are discrete

fast pagoda
#

oh ok i missed that part facepalm

olive sable
#

does it even matter tho? we'll never see the end if it is discrete

pseudo silo
#

No

glad path
sage crag
olive sable
#

my personal guess is its probably discrete, but the only thing i know is i dont know shit

sage crag
#

for now we dont know

glad path
#

actually wouldn't you just instantly die

#

like

sage crag
glad path
#

time is relative, right

obsidian mantle
#

nooo

glad path
#

so

obsidian mantle
#

you have same time perseption for yourself

pseudo silo
#

What

obsidian mantle
#

you will age with same rate

#

just the universe will freeze

sage crag
#

god im tired of this

pseudo silo
#

Yes

glad path
#

in theory you'd just be going so fast that relative to the outside world, a few billion years would be a single second

sage crag
#

bye bye talk about this among yourself

#

ne

glad path
#

and you'd just get to the heat death of the universe

obsidian mantle
#

sorry konii i dont have unlimited brain neuroBwaa

pseudo silo
#

Not sure

glad path
#

also my theory is probably flawed

#

anyhow

olive sable
silent cloak
#

are u talking about the effects of falling into a blackhole

flint dome
#

everyone keeps saying how to go back in time... how to go back.... i ask how the hell you go forward

olive sable
glad path
#

that one's easy

#

death

silent cloak
#

going forward in time is the easy part thanks to time dialation

pseudo silo
#

But if we do

silent cloak
#

gravity effects the 4th dimension

glad path
fast pagoda
#

quick someone bring up the 2 slit experiment where people totally misunderstand what it is trying to demonstrate and then go off on a conspiracy theory about consciousness

#

oh wait i just did

flint dome
glad path
#

quote of all time

pseudo silo
#

No

glad path
#

ngl

pseudo silo
hearty notch
fast pagoda
#

put it down in the louvre to replace that lost stuff

obsidian mantle
olive sable
pseudo silo
#

🧉

obsidian mantle
flint dome
pseudo silo
#

Yes

obsidian mantle
silent cloak
#

hologram theory

flint dome
pseudo silo
#

No

obsidian mantle
#

doesnt work, too small

glad path
#

observing an electron fixes it to one place, otherwise it's in all places at once

obsidian mantle
#

transparent to any light

glad path
#

yeah and observing means like

hearty notch
#

there was a good veritasium on the two slit experiment and all its implications can't remember the name tho

glad path
#

tryna see where it actually is

olive sable
glad path
#

not just looking at it i dont think

flint dome
#

"nah bro if its transparent just put night vision on it then you can defo see it"

pseudo silo
#

Yes we do

hearty notch
#

observation in a quantum sense is just literally doing anything that forces the wave function collapse

obsidian mantle
#

konii left, this conversation is doomed

olive sable
fast pagoda
obsidian mantle
#

nobody to resolve the questions

pseudo silo
#

Fuck that Doomsday

flint dome
pseudo silo
#

Ok

obsidian mantle
#

which name do i give to my chess bot

hearty notch
#

steve

flint dome
#

ligma master

fast pagoda
#

chess_bot.py

glad path
#

why did ijust fail to load my own bio

silent cloak
obsidian mantle
#

do i make super cringe name

stray dragon
glad path
#

what

maiden geyser
#

when will phone manufacturers let 685 die

fast pagoda
#

FUCK

#

chess

glad path
#

but that's me

fast pagoda
#

holy shit

flint dome
silent cloak
#

well it was "ass shit"

hearty notch
#

wow why would you block urself like that

silent cloak
#

but same thing

stray dragon
fast pagoda
#

my boy dingleberry

nocturne olive
silent cloak
nocturne olive
#

Sad

silent cloak
#

so we started calling him ass shit

stray dragon
#

woops!

pseudo silo
#

Ok

fast pagoda
#

mmm ass shit

nocturne olive
#

Shir disappeared from here so everyone forgor

flint dome
fast pagoda
#

classic italian dish

silent cloak
#

i forgot what they called me

hearty notch
#

for some reason graduation mans name existing on my screen got rolling girl stuck in my head idk how that works

pseudo silo
#

Cat

glad path
fast pagoda
#

lmfao

flint dome
#

that smug face of garfield makes it better

fast pagoda
#

i ham happy this is my pfp for this

glad path
#

unfortunately

#

nothing here will ever really hit starboard

#

because

flint dome
fast pagoda
#

there's 6 of us

#

so

#

yea

glad path
#

there's not enough people for it

fast pagoda
#

or w/e it is

glad path
#

they gotta lower starboard req here to 5

pseudo silo
#

:?

fast pagoda
#

they have starboard tuned for gen and nn which can get like 60 stars in 2 seconds

stray dragon
fast pagoda
olive sable
#

we did get the triangle art to hit starboard that one time

stray dragon
#

very interesting.

olive sable
#

yes

pseudo silo
#

👍🏿

glad path
#

looks greyed out

pseudo silo
#

My bad

glad path
#

i forgot toned emojis exist lol

flint dome
# stray dragon interesting.

came from a misconception when i was in a park and a squirrel kept pissing me off and biting me so i kicked it

then i accidentally left the mic on while flushing and the kids thought i flushed the squirrel and some kid said "he probably did that after fucking it"

the rest is history

glad path
#

what

#

why did you have a mic

#

huh

fast pagoda
#

stupid fuckin mistakes man

stray dragon
#

what kids

flint dome
#

all this time i was on a discord call because we were doing an important project

stray dragon
#

i see

glad path
#

this is getting more concerning

pseudo silo
#

No

hearty notch
#

my first thought was irl streaming lmfao

flint dome
pseudo silo
#

No

flint dome
#

one of them is just straight up called senator gaylord nelson

flint dome
#

(hes gay allegedly)

hearty notch
#

gaylord is a normal name believe it or not

olive sable
fast pagoda
#

i have a video of me in my sunday best (one(1) pair of boxer briefs) getting convinced to dive into a lake when it was like -15c outside, then running away into my car

hearty notch
#

hell yea

fast pagoda
flint dome
hearty notch
#

lol

fast pagoda
# glad path ok??

i was meaning to reply to jester's anecdote but then i saw gaylord lol

hollow matrix
fast pagoda
#

brainrot

fast pagoda
#

idk why what you said reminded me of that

#

just stupid ass shit back in the day i guess

olive sable
#

found it

#

peak programming chat performance

flint dome
#

its important to do dumb shit

hexed grove
hearty notch
#

it won't let me add another star this is 1984

olive sable
#

its such a shitty drawign compared to everything else on starboard, its beautifull

flint dome
#

someone advertise it in genchat they will defo star it

hearty notch
#

what's the lore behind red triangle

olive sable
#

vulkan

fast pagoda
# flint dome its important to do dumb shit

i am the subject of a halloween legend at michigan state, at least for a while, because i was gumby wearing a lebron james jersey for halloween and got so crunk that i blacked out and woke up without the costume

and found out the next day that, the previous evening during the time i lost, there was a kerfluffle involving several campus police tackling lebron gumby to the ground only for the wily man in the suit slithering out of it and escaping into the woods

hexed grove
#

the vulkan triangle

olive sable
#

we did a contest to see who could render it the fastest

fast pagoda
hearty notch
#

I see

olive sable
#

quack won at 102000fps

hearty notch
#

lmao ty

olive sable
#

my pc topped out a 44K

hearty notch
#

p2w...

olive sable
#

yep

hexed grove
#

yall should i learn vulkan

fast pagoda
#

i got like 68-70k i think

#

on nobara linux baybeee

hexed grove
#

i know opengl

flint dome
hexed grove
#

but its a bit aging

olive sable
fast pagoda
#

nor did i have my damn gold chain necklace

flint dome
hexed grove
#

will do so

olive sable
amber fractal
#

I was at 47K fps for triangle, Still beating Sam's PC on laptop

hexed grove
#

will it give me the last 2 frames per second on my rotating cube

fast pagoda
#

finally found the repo

#

worst name world

olive sable
#

igpu is where its at for low cost high frequency renderinng

hearty notch
#

lol

fast pagoda
#

this was the triangle leaderboard