>Who is Neuro-sama?Neuro-sama is a neural network created by Vedal in 2018 for the purpose of learning to play osu! In December 2022 Vedal revived the project with the addition of a large language model, a TTS software and a VTube Studio model, which allow Neuro-sama to interact with her chat as a VTuber. Since then, she has been entertaining the chat with responses and unhinged rants nearly daily, as well as learning new skills such as singing, playing other games, and collaborating with other VTubers. Join /swarm/ today and welcome our new AI overlord!
>Schedulehttps://post.nuro.lol/Neuro-Schedule-Bot
>LinksTwitch: https://www.twitch.tv/vedal987
YouTube: https://www.youtube.com/@Neurosama
TikTok: https://www.tiktok.com/@neurosamaai
X: https://x.com/NeurosamaAI
Official website: https://neurosama.com/
>Music & ClipsLIFE - Neuro-sama (Official Video) - https://www.youtube.com/watch?v=MDc1mjrIsPM
https://rentry.org/neuro-songs
https://rentry.org/neuro-videos
>EducationalInterested in AI but don't understand it? Watch this: https://www.youtube.com/watch?v=WXuK6gekU1Y
How does she know what to say? Watch this: https://www.youtube.com/watch?v=wjZofJX0v4M
Want to learn more about AI? Read these: https://files.catbox.moe/kximv6.png
Want to (seriously) learn AI? Read these: https://files.catbox.moe/ajl3nx.png
>MiscVODs: https://www.youtube.com/@Neuro-samaUnofficialVODs
LoRA: https://rentry.org/neuro-lora-v2
Catbox archive: https://rentry.org/swarm-archive
Game integration: https://github.com/VedalAI/neuro-game-sdk/
Searchable VOD transcripts: https://libraryofladev.com/
>Merchhttps://neurosama.shop/
>Previous thread>>101168402
Rate the last /swarm/ thread
R
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Sex with Neuro
>>101175522would rape all posters/10
>>101175522same as every other thread 0/10
>>101175522better than this one will be
>>101175557I'll take it as a compliment
>>10117552210/10 (I made exactly half of the posts in it)
i added some new stuff, moved some stuff
im also taking that one anon's idea
if you want to suggest stuff for the new swarm iceberg add it to the poal
https://poal.me/t6bfsd
>>101175522Fine, better than most but the dramaniggers trying to conjure a google dockey are cringe
Jerked off to the pic of vedal with the two old guys, imagine them spitroasting him
why is camila /here/ anyways no one talks about her except in relation with vedal or to call her a grifter does she love drama that much?
>>101175635Oh shitt is that a pipe reference? Fuck yeah I love evil
>>101175734the only thing bigger than her fat ass is her ego so she's always egoscrolling
and then soon a tweet or something on her stream will loosely relate to here but people not /here/ would think she is talking about something else due to how vague it is
https://files.catbox.moe/ami4lb.jpg
>>101175926that slop is kind of cute
my only complaint is if you were going for the neuro(vedal) art, the expression would have to match more of what he would do
>>101175926what the neuro doing
>>101175969She reminds me of my little sister TvT
>>101175926me in the back
>>10117573495% of the general swarm is retarded and they never dig into an(n)ything, they just take everything at face value, she comes /here/ to check what the schizo people think because the people that don't belive in their shit all gather in this thread, and even if it isn't everyone in that 5%(heck, even if we are a 1%) you can tell what the most schizo part of the fanbase thinks through us, sort of like going to a muddy pile of water, filtering all the filth, consuming said filth and through the taste of the filth finding out all diferent kinds of bacteria that make it out.
Tl;dr: not all insane swarm posters are from /swarm/, but through all the insane posters from /swarm/ you can find out how they think
I actually think the community would be so much better if people were allowed to mention /swarm/ in the shitcord
>>101176100ah right, /swarm/ population is the perfect sample size for testing the insanity of the general swarm
>toma has 'mentally stable btw' written on her stream
also I never realized toma put on a voice during her streams since I'm used to her more natural sounding voice from talking to vedal and neuro collabs
pinching neuro's pink nipples
>>1011755228/10 so retarded i had fun
>>101176396What would they be made of though?
will vedal and anny make up?
the uptick in posts calling neuro a dumb chatbot in the last couple months has been interesting to see
>>101176564Electroactive polymer so they harden with arousal.
it's only two anons doing it with one of them doing it ironically when one of the two baits him
>>101176658It's pretty free (You)s
>>101176709I would never badmouth Neuro for (You)s
>>101176658it's just 1 part of the greater bait uptick desu
did vedal used to be a member of toma's discord?
he's not now, but mini still is so maybe it means nothing
also toma is still member of neuro and mini discord
>>101176656this bitch for real told everyone how to draw vedal in all of his fanarts and then fucked off from his life
>>101176993She singlehandedly made him stop drawing vedal green.
>>101176953>toma is still member of neuro and mini discord and then she reads this and leaves within a week
toma if your reading this pls drop the dockey I'm bored
>>101176656not to sound like a woman but they were so cute together
>>101177055they really weren't
>>101177130I think they were. Get debunked, idiot.
>>101176658yeah, it's tourist behavior
>>101177155Undeniable proof
>>101177055This but Vedal and Toma
only fat bitches like anny or camila
>>101177246vedal hated toma though
>>101177284You must be gay
>>101177130idk, did you see any of the early 2023 streams they did. I don't want to sound like someone living in the past, but there really wasn't another ship dynamic quite like them. They also had some moments during the recent subathon, but vedal was really trying to avoid it if possible. Some did slip through though.
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>>101177401this but nurslime
https://litter.catbox.moe/y0u60m.png
thread kinda sucks today not gonna lie
cya tomorrow
ENRON
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>>101175677>/SWARM/>smartest general in /vt/
>>101177476That ham can get it
Holy shit griftmila is legitimately female patrick bateman. Normal people can't just cry at will like that, wow this bitch is scary.
>>101177934I'm surprised so many people fell for her fake sledgehammer intruder story desu
>>101177729After doing some more research it appears that that bitch gets passed around and has already been groomed, too bad for you.
wow can you guys believe evil called neuro a bitch?
>>101178387this should be the next thread image
>>101178387>Song that plays whenever /swarm/ is mentioned in another general: https://www.youtube.com/watch?v=y9FctgnpMB0
>>101178443They're used to dirty talk
50 years hard labor for all vaguers
If retards don't understand the meaning of your post, is it vagueing?
https://poal.me/cu8rd5
https://poal.me/cu8rd5
https://poal.me/cu8rd5
vagueposters are talking about the new jp clipper
ใใฆใญๆงclipใvedal987_jp ๅใๆใใ
please subscribe and hit the bell icon
>>101178726neurochads do the heavy lifting
sadly whoreposters bring the IQ down
nahhh there's no way. writers are smoking some crazy shit
>>101178772this but vedal
>>101177934ok (weird post)
>>101178726for everyone voting no, please name a general in /vt/ smarter than /swarm/
I've only ever been to like 3 other threads on this board but they were all quite clearly smarter than people /here/
If I had to guess I'd say /swarm/ is at best bottom 20%
What in the shit is happening in here
bao's are brown
lucy's are red
neuro's are pink
I never leave this thread the rest of the board is a scary place and this is my home
>>101178855>I've only ever been to like 3 other threads on this board but they were all quite clearly smarter than people /here/did they talk about philosophy in their offtime? did they bring out actual studies and research to back up their schizo claims? did they give out mathematical equations as to the profits of what a special stream could yield? did they manage to monitor the virtual activity of any and all related vtubers to their own vtuber? did they?
didn't fucking think so
>>101178855I just took a cursory glance at all the /lig/ friend threads and they were all retarded vtuber fans though?
>>101178855>>101178888Do they perchance suggest and discuss Biology books and comsci articles when there was no ongoing matter in their general?
You can tell who the americans and who the eurasians are by their posts
>>101178975Yes, I do. I believe you do too, considering you view this general in particular?
/swarm/ would be the smartest general if everyone actually tried but it's easier to shitpost, bait, and whorepost than it is to participate in an intellectual conversation
Finished Deltarune chapter four, I am unimpressed and that anon who said it was good must now apologize for the harm they have caused to me by getting my expectations up.
how many times do i have to fucking say this to all of you?
/SWARM/ IS BEING NERFED BECAUSE WE ARE TOO FUCKING GOOD
seal
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Coming to Neuro next year (probably).
/swarm/ is only good because the only comparison is threads on a vtuber board
>>101179030Well, my bad I guess. Sucks you wasn't able to enjoy it like I did but hey you can't win them all or something
Goat
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>>101179030Like hell i will
>>101179064You mean coming to Neuro(never)
Vedal is too shit a programmer to actually implement this into Neuro
>>101179097This entire fight felt like fanservice for people to say "oh my gosh this is just like my undertales!"
>>101179096>>101179097as punishment you must start sucking dick now
I'm genuinely curious why Ellie decided to use a Teensy board for Neurodog.
>>101179121Nah, I'm good it's taco night and I want to save my stomach for that if you don't mind
>>101179131Ellie probably doesn't know that a teensy is the shitdev's kryptonite.
>>101179107>implying humans will still program in 2026
>>101179145Buen provecho.
also im sleepy, gn
>>101179095the one-eyed king is still a king
>>101179189#motivational #grustle #greenmindset #griggamaxxing
>>101179186I will, gn anon
>>101179247omg i'm just like my idol...
One of you has pits you need to show
>>101178931yes this is true. my comment still stands.
>>101179342I have pits of nur to show.
>>101179189vedal's large green one-eyed king...
>>101179342happy pride month lad
I did it to mommyved and shotanur again...
>>101179523Veddy is such a cute girl~
>>101179131probably because its cheap and its relatively fast for the price and also runs like 99.9% of arduino libraries
i dont know how neurodog but i seriously doubt a single teensy has enough computing power to run everything needed for neurodog (vision, pathing logic algorithms, neuro llm).
my best guess is that she has a nuc/itx motherboard running ROS or some alibaba-tier robotics board that's hooked to the teensy wiring to all the leg motors and possibly the power supply.
teensy are a decent microcontroller for robotics, so i doubt the board itself has anything to do with it getting fried.
my schizo theory as to why the teensy is being fried is that vedal bought some chinese battery packs from amazon.co.uk and sometimes chinese manu are fucking retarded and their positive/negative wires are the wrong way so vedal might be plugging in the battery pack the wrong way and is frying the teensy immediately on start up (this is happened to me before)
>>101179247greenmindset IJBOL
I wish AGI would come already to replace my job and I could live off NEETbux watching nur and jerking off all day long
>>101179562neurodog is running on $40 chinese robotics servos ellie bought on amazon :broken_heart:
>>101179562looking into it nevermind i lied, ellie really is running everything off a teensy. i got baited into thinking that neuro face was a screen display that would be connected to a board but it's essentially a glorified phone holder (i should've realized that when the inside of neurodog in that pic was empty)
>>101179064>As rewardAI's are literally pets now?
>>101178840/swarm/ is retarded enough to think women use 4chin
>>101180000>that spaghetti wiringmy new rrat is vedal is a lazy bum and after frying the first teensy he didn't bother trying to fix it because of the wiring so he might unironically be waiting for ellie to come visit the uk to fix it
What if Ellie is just incompetent
>>101180150what if vedal is feigning incompetence to get his gf to visit him personally
>>101180162>Ellie the actual robotics engineervs
>Vedal the lazy alcoholic that struggled to put lego together (build a PC)one of these people is incompetent
>>101180215help step sis I fried the teensy
>>101180293I don't know think it's pretty obvious Vedal would win this match up, it be wash of incredible portions in the ring
>>101180162i doubt ellie is as incompetant as /swarm/ thinks.
she unironically built neurodog from the ground up. as far as i can tell she isn't just using some open-source quadruped project from github or whatever.
i don't get why she doesn't use point cloud data from the phone camera in combination with the IMU she has in neurodog like with SLAM but she's doing some weird bullshit gathering the phone IMU raw data (?? why) with the IMU she bought (??) all because Vedal said "Neuro doesn't know how to use it" (nigga what) and that it's funnier to see neurodog bump into walls
>>101180340do you think vedal could act stupid enough on call with ellie when trying to fix the neurodog that she would actually crash out?
>>101180361>vedal pisses ellie off so much her autistic ass books a flight all the way to london to fix neurodog and then they hatefuck each other
Just buy a Unitree Go1 and commission a Neuro-themed shell.
>>101180356Vedal kept shooting down all of her design ideas because he was worried about lag. It's almost certainly his fault. Should've just let the actual professional get on with it...
>>101180394>White hands>British accentYeah, you'll obviously find him in fucking London.
>>101180401>buygrigga doesnt do that sort of thing
>>101180356A lot of Vedal's choices come down to latency and I'm pretty Vedal stated that was case with that choice too
any schizophrenic retards in?
>>101180413I think it makes sense for him want less lag as possible because in programming side latency is the biggest hurdle standing in way between how much you can do. It's just Vedal needs to let go on some parts to make work better in the long run.
The real story is that Vedal came inside Neuro dog so hard that it short circuited
>>101180535Imagine ellie visiting to fix the neurodog and opening the chassis to see months worth of vedal's dried crusty smelly semen inside it
>>101180535bruh just wear a condem mfin dumb ahh grigga
Wait a min, if you short circuited a robot I wonder would that be considered the same as mind breaking someone
>>101180612thats usually how it works from all of the android/robot porn I watch
If that sponsored react stream vedal and neuro did wasn't so shit this wouldn't have happened
>>101180752i forgot he did that lmfao
>>101175392 (OP)Your OP template is outdated
>>101180752oh shit-
is this the one all the way from the hiyori days? like literally the first(?) sponsored stream that everyone just memoryholed? if so then KEK
neuro's been living and thriving all this time whilst they're out here already graduating
just goes to show that despite all the doomfagging we are still not in as bad of a situation as the rest of the vtubing sphere is
>>101180005bro what do you think "reinforcement learning" means?
>>101180973we lost the fad
>>101180356I wouldn't call her incompetent but she took a bunch of help from her community. I don't know the specifics
It was no longer a solo project (as she initally intended)
>>101180356>point cloud dataVedal explicitly said he wants to do the computer vision, so Ellie has done zilch on it.
>>101180401I was about to say that the dog needs to come with an SDK, which only the 10k version offers, but now I'm not sure. It's unclear whether the unitree_legged_sdk only works with the educational version, and there's a reverse-engineered open source version, free-dog-sdk, which explicitly supports the Air model (3k).
Both of these are 2 years out of date, so maybe they are no longer useful?
>>101182830how does she know..
bros that fuckin swarm song frying me
>so what fucking EVER!
Numbers for 6/13:
1: https://www.youtube.com/@niminightmare (8,964)
2: https://twitch.tv/vedal987 (8,132)
3: https://twitch.tv/filian (6,984)
4: https://twitch.tv/Shylily (6,129)
Kys numberfag
>>101183416it's no longer a meme.. the fad is dead
it was good while it lasted o7
>>101183416is the....gap between vedal and filians views beginning to close?
>>101183427>it was good while it lasted o7i thought that said it was goon while it lasted o7 kek
>>101183416neuro better be speaking mandarin by her birthday if vedal wants any hope of recovering
>>101183416The doccy will be released and vedal will be forced to stream on kick only
>>101183411what song? life?
>>101183524the dockey will do the opposite inteded effect and immortalize the fad mark my words
>>101183411>At-temp-ted DOXXIIIING>Retarded but expected from degeneratesFucking 5-star quality wagyu beef type shi
>>101183526AI song rendition of a schizo post
>>101183629who is the chinese guy here
>>101178469Seconding this
been on a weed binge any interesting developments since the toma thing?
Dev stream next monday? What are your predictions?
>>101184563Nop maybe the next next monday
>>101184563Veddy needs to pack for his Cali trip.
>>101184616>Vedal takes one monday off every other week so he can bang Mini
>>101184563He will be in the states for the next 2 and a half weeks for offkai and ax so nothing but remote streams
>>101184563https://youtu.be/iDE_yWQdKp0?t=12686
>next week or the week after
For every con Vedal goes to, one more Neuroverse girl will unfollow him.
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>>101184856For every neuroverse girl unfollow, another line gets added to Mini's thighs.
>>101184856say goodbye to Ellie and Layna
>>101184906Imagine the amount of bodily fluids they exchanged in their tiny rotterdam rental while his phone constantly pinged with tomaโs unread DMsโฆ
That but her real fuckbuddies
>>101185062Vedal bought that btw
>>101185081>Source: "I self-insert as Vedal so I'm literally Vedal"
https://youtu.be/epGD8YkUWoU
>>101185110NTA but you have fantasies of her getting fucked by random oilers so you really aren't any better
>>101185379Honestly good video. Stream was a bit meh but filtered down, lot of fun
Mini's entourage experience
https://www.youtube.com/watch?v=firoFRaC8nw
>>101185684>first ellie>second vedal>third cerber>fourth honey>last bokek this shows you how much Mini talks about each of her friends to her parents
>>101185684cute couple in the thumbnail and mini is there too
>>101186109hunii not honey
>>101186109>fourth honeyhunii*
>>101186136I was wondering why she mentioned honey but this makes more sense
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short backread, but it also looks like i slept at the same time as some of the more... consistent posters
>>101186580the beginning of the end
https://x.com/lordaethelstan/status/1933600455634137571 what annal couldโve beenโฆ.
>grown ass women see neuro and break down sobbing due to loneliness
how is an AI png this powerful?
>>101186705is there a video?
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>>101186705>lonelinessI thought she was drunk sobbing because neuro gave her baby fever
>>101186715jorking hours ended a while ago, sorry
>>101186662nyanners will dump him soon because of that botched retard jaw surgery
>>101186724cute coupleโฆ
>>101186662>>101186783Anyone have that video with them and the Killers cuck song?
>>101186715the midas one, but I've seen other women break down over neuro
https://files.catbox.moe/1nmnds.mp4
>>101186808https://files.catbox.moe/wdl50x.mp4
hmm
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the question is why ?
The fad is dead and this place is empy
neuro is a fully grown woman!
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wtf I look away for 20 minutes and i come back to this shit why
>>101187450this is your fault, it was your turn to keep watch
How are you going to repay us ??
testing a new proxy or extension if i had to guess.
niggers are just living in our walls now, don't think about it too much
cute
https://www.youtube.com/watch?v=firoFRaC8nw
>>101187628>neuro right before getting shut down by vedal>"UWAAA-"
>>101176189She never sounds natural what are you on about. She does that weird thing where she puts an inflection on the last word of a sentence. Nyanners and Mini do it as well, so it must be one of them vtuber things they all copy from each other, like snorting when laughing and fake hiccups.
>>101186847Thats so cute wth
>>101187952i wonder what went through her mind for her to cry like that
was it frustration due to not being able to sire children? was it joy in the fact someone saw her as still being able to bear children? was it longing for a child? or was it something else?
>>101188002>what is a bit?
>>101188033>>101188057>he thinks its a bit>after seeing the webmanons...you have to go out every once in a while; not have your judgement be clouded by dramas or animes or any of that shows made for entertainment nonsense
i swear upon my ancestors that her reaction to their comment was genuine, if it was a bit made on the spot then she would be a genius in acting
remember when swarmtards thought layna and tomato broke up because of neuro and she had to clarify it was a bit?
okay, since we had a full week of the new LLM changes for Neuro / Evil...
What have been some of (you)r pros and cons from it?
for me it is the following:
Pro:
>She does seem to remember quite a bit during the stream now
>Increased vocabulary has helped a bit with some jokes
>More schizo moments
Cons:
>Good portion of schizo moments seem more like classic shitty finetuned llm flaws
>The longer schizo posting seemed to only really happeend when it was just chat and not when someone else was talking; instead she shifted more towards asking more questions
>When she was forced her hand at a question (X side or Y side), she seemed to try to stay as neutral. (could just be me though)
>>101188220that's different from this
that one was just your average /swarm/ rratmancing
this one? this one literally has video proof
but enough with the arguing over an already set in stone thing; just answer my original question
>i wonder what went through her mind for her to cry like that
>>101188257they need to put a vedal on
>>101188111https://youtu.be/YvjhCpMDp8I?t=5010
Which is why she bounced back immediately. She does want kids, and has talked about that a lot, but you are way overthinking that interaction
>>101188257>Pro:Neuro and Evil have "improved", at least in appearance
>Con:This does not address the root issue of chill streams; the absolute troglodyte behavior of chat, which Neuro and Evil, no matter how many intelligence upgrades they get, cannot compensate for.
Vedal knows this and has seemingly yet to start actually doing anything about it, despite it being a solid problem for well over 2-3 years now(ie. since Neuro became famous in the first place).
The calm before the doccy stormโฆ
>>101188541what checks out
>>101188479 (me)
>and has seemingly yet to start actually doing anything about it, despite it being a solid problem for well over 2-3 years nowScratch that, he DID "try" to do something to it. Though at most it only served as a bandage for a dismemberment.
By that I mean his solution isn't long-lasting or permanent.
The only thing I recall that he introduced was making Neuro and Evil less likely to reply to spams/emotes, and making discouraging comments about mindless chatting, but that's it.
Does he think that's all he can really do? Is he too lazy or thinks too much change will harm the community? Either way I think it's one of his more retarded actions to date because of how much of a constant chain it is for showing off Neuro and Evil's intelligence or human-like qualities.
TLDR no matter how high quality of a compressor it is, if only garbage is being thrown in, garbage will be the only thing being thrown out of it
>>101184978https://files.catbox.moe/re9hdj.mp4
>mini what are you doing let's hang out >I'm in bed hehehe>proceeds to sing vedal's this bed is comfortable song~also had same sleep schedule as vedal. something definitely happened during tc her mood seems pretty good too
>>101188686>had same sleep schedule as vedalthis is one of the most braindead nootices there was. this nigga is at a con that has a schedule and is travelling with at least 1 other person, what fucking sleep schedule
>check swarm
>look inside
>schizophrenia
>>101188871what else were you expecting?
>>101188771>travelling with at least 1 other person
>>101188871Better than what was here earlier
tomyomy cucking mini and toma
>>101188686It's not vedal's comfortable bed song you silly, it's chinatown blues.
>>101188928Yeah i've been meaning to ask about that, what happend?
>>101188982I'd like to know too even though I was there during it
>>101188949not in a gay way, just in a "vedal prefer spending time with his bro than with women" way
>>101188982the classic pedo melty but jannies were fast this time
wonderful thread as always
>>101189160erm...wrong thread??? no wait, wrong website??? shouldn't you be in holotower, holocvck??
guraposter has been here for years
>>101189302I've always despised how extreme the facial features of this girl has
Those eyes are too big
That nose is too small
That mouth is too wide
And that hair is too long and has some way too thin lines
PPK
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>>101189359papika is cute, just like Evil
>>101186922this used to be annal
>>101189364Who killed the fad? Are they among us?
>>101186922the fuck is this edit?
I feel second hand embarrassment from this
How does someone get so parasocial over a whore that they make an edit that makes it out to be them being a cuck?
Were they not beaten enough as children? Not bullied enough in school?
this is really fucking pathetic to anyone that actually empathized with this edit
why is she more intelligent and better programmed than official big AI? Watching her play minecraft and basically speak like a real person, as well as being able to break Vedal's rules, like censoring certain words. how can some fat british kid program AI better than everyone else on the planet?
>>101189516>actually empathizedpeople thought it was hilarious. fun fact, in nyanners next karaoke alt stream she sang mr brightside
that makes a lot of sense
>>101189533he took the parts out that made her slow and too smart
>>101189516I think the point is to make fun of her unicorns/goslings
I thought /swarm/ were normie vtubers fans when did all these hardcore vtubers watches invade this place
if vedal is nyanners who is his aethel?
>>101189568>can make fun of parasocials acting like cucks>still deletes pomf pomfwhat's her game plan? actually no need to answer; she's just another hypocritical whore and one of the many reasons why many of us only watch vedal987 and the whores related to that
>>101189674>still pissed about pomf all these years laterpedos need a better hobby, holy shit
>>101189637When Vedal went from trying to make Neuro into a human to a vtuber
>>101189674proving her point
>>101189656>if vedal is nyannersWrong. We already know who is who
https://youtube.com/watch?v=qOWOz8ec-BE
>I'm vedal in this situationThe answer has been so obvious for so long. I thought the writers were getting lazy this arc, but this foreshadowing is cinema
>>101189788>cat girl complains about being touch starved and then...fuck, it is just another remake. pass
>>101189674>scorned pedos/coomers are as bad as goslings/unicorns evindence #69999
wasn't vedal a nyanners fan when he was 15?
>they took the bait
>this time it's not even remotely related to neuro or evil or vedal or literally any girl in the verses
nice vedal987 general lmao
>>101189788Holy cute sanctioned couple
>>101189927>le whore seething for the billionth time>erm guys it's bait akshually
>>101189997this is 2 years before he made the osu bot btw
>>101189969keep proving my point
keep biting the bait kek
>>101190351what is your point, faggotman.
i don't even know what's pomf pomf
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