@gigacumster3000 is using an AI - defenitive proof and deep analysis of the user.

BigBallsLarry

BigBallsLarry

⭐⭐⭐⭐⭐
Joined
Jun 8, 2025
Posts
10,671
Reputation
35,520
edit: user has been banned.

DISCLAIMER: ALL RESEARCH WAS DONE FROM THE LATEST 24 HOUR POSTING PERIOD OF THE USER. HOWEVER ITS IMPORTANT TO MENTION THAT THE USER KEPT THE SAME BEHAVIOUR UP SINCE THIS MONDAY WITHOUT A STOP OR CHANGE IN TACTICS.


Theory: the user @gigacumster3000 is a user regularily using the site, but with a swift catch involving AI that helps them get more posts while they're doing something away from keyboard.

This theory suggests that the user has a trained LLM script that outputs responses based on a prompt like ex. "roast the OP of this post in an x way using x and x as a baseline of your personality"

The user trained its AI to say phrases like "newfag", "basic", "looksmax" and more. Which brings us to the point:

Breakdown of most used phrases and post count - What the ai was most likely prompted.

A) post count

The user has posted a total of 1152 times in the last 24 hours - with an average of 35 words per post.

The per - hour breakdown looks like this:

Posts per hour session



hour 0 - 76 posts
hour 1 - 79 posts
hour 2 - 83 posts
hour 4 - 56 posts
hour 5 - 73 posts
hour 8 - 0 posts
hour 9 - 1 post
hour 10 - 0 posts
hour 11- 21 posts
hour 12 - 84 posts (suspected switch on again)
hour 13 - 81 posts
hour 14-18 - 9 posts
hour 19 - 77 posts (another suspected switch on)
hour 20 - 70 posts
hour 21 - 86 posts
hour 22 - 96 posts
hour 23 -73 posts

What i noticed and learned from this: during the hours 8-11, the user has shown a completely different personality than his usual posts. Often being nice and caring to users, and responding with short and thoughtful replies that included emotes - something that is nonexistent in his behaviour in the other hours.

for example:

user in peak posting hours:

1760845864637


user in slow downtime:

1760846102357


B) common phrases analysis

in 1152 posts, the user used the words:

- basic 483 times (usually paired with bitch)
- newfag 387 times
- pathetic 103 times
- shit, fucking, fuck 476 times
- "going downhill" 41 times.

This leans into thinking his script is taught to be vulgar and offensive to users, on a priority to remind them that theyre a newfag and that he joined the forum in 2021.


C) "nah thats cope"



1760846043915



something that i noticed is that the script sometimes just splurs out "nah thats cope" on any post, even if its completely irrelevant to it.

D) Breaks between posts

1760846407619



This graph shows that over 90% of the posts in the 24 hour timeframe have a 1 minute or less of a gap between them - meaning the user typed out full, multiple sentence posts within 0-60 seconds, which proves almost humanly impossible to do consistently for hours.

then, as we saw before, inside hours 8-10 theres a sudden downtime - almost like the AI stopped working.

E) PCA scatter analysis

a PCA scatter analysis is done to tell the difference between personality and posting quirks in the users posts. If you look closely at the graph below, you'll notice that 95% of the posts have a similar posting style, meanwhile SOME are WAY off, which slightly leans into the toggle on and off theory.

1760846653478


F) no analysis, but suspicion.

It's not hard to catch out, but the user was barely active between 2023-2025 and posted only a few times in that period. However, he suddenly came back, without any "im back" post (like users like to do) and started posting thousands of times per day non stop since his comeback.

that just screams suspicious to me.

SUMMARY/TLDR: : Statistical, temporal, and linguistic analysis of a 24-hour sample from the user’s public posts shows automation-like timing and consistent patterns that suggest semi-automated posting, as according to my theory.

If it is wished, i am free to conclude an analysis of the last few days (monday-friday) aswell, to prove that the trends don't get any different



Why i believe this user should be banned off the forum:

As stated in my previous thread about this user, i believe this perpetrator doesn't contribute to the community at all, and only serves as an inconvinience that mainly spreads hate on the users.

He posts on ratings, shitposting and providing low quality anwsers.

And as an addon to allow of this - he's using a script to maximise his posting output.

I know many users will disagree with this, as they grew to "like" the user and think he's funny and amusing. However, he truly poses no good to the forum - only bad.

main rules broken:

1760849801637

1760849923414

1760849969299


@Gengar @TechnoBoss @Arzenic @greycel @NumbThePain
Penguin Mod GIF by Pudgy Penguins
 
Last edited:
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Dude well done on that analysis
I have to say though... This user has been here for a while, and staff are well aware of his posting style.
Other Users have also been banned/ forced to identify themselves for way less.

What are the chances that he's slipped past all staff? Very low
Which means their decision or lack thereof, has been influenced.

This bot was likely made by them.
They're probably training it so in the near future they can release many bots that can integrate well into this abnormal environment
 
Last edited:
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Boo! Did I scare you? I’m a job application
 
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  • Nerd
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He is funny, the deadpan voice with the snobby cat image always cracks me up. :LOL:
 
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Dude well done on that analysis
I have to say though. Think about this in terms of % chance likelihood

This user has been here for a while, and staff are well aware of his posting style.
Other Users have also been banned/ forced to identify themselves for way less.

What are the chances that he's slipped past all staff? Very low
Which means their decision or lack thereof, has been influenced.

This bot was made by them
They're probably training it so in the near future they can release many bots that can integrate well into this abnormal environment

@Master tryna recreate the matrix bra
 
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@gigacumster3000 reply this
 
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@Gengar
 
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Well done that's what I've been saying i was too lazy to prove it
 
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@Jason Voorhees @Orka @AressGymMaxx @fashioncel @Randomized Shame
 
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Appreciate the post wouldn't have don't it myself but that's why hero's like yuo exist
 
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Well done that's what I've been saying i was too lazy to prove it
His random answers didn't make any sense to the thread like if he was reading something completely different.
 
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@gigacumster3000 It's over buddy
Its Over Basketball GIF by NBA
 
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DISCLAIMER: ALL RESEARCH WAS DONE FROM THE LATEST 24 HOUR POSTING PERIOD OF THE USER. HOWEVER ITS IMPORTANT TO MENTION THAT THE USER KEPT THE SAME BEHAVIOUR UP SINCE THIS MONDAY WITHOUT A STOP OR CHANGE IN TACTICS.


Theory: the user @gigacumster3000 is a user regularily using the site, but with a swift catch involving AI that helps them get more posts while they're doing something away from keyboard.

This theory suggests that the user has a trained LLM script that outputs responses based on a prompt like ex. "roast the OP of this post in an x way using x and x as a baseline of your personality"

The user trained its AI to say phrases like "newfag", "basic", "looksmax" and more. Which brings us to the point:

Breakdown of most used phrases and post count - What the ai was most likely prompted.

A) post count

The user has posted a total of 1152 times in the last 24 hours - with an average of 35 words per post.

The per - hour breakdown looks like this:

Posts per hour session



hour 0 - 76 posts
hour 1 - 79 posts
hour 2 - 83 posts
hour 4 - 56 posts
hour 5 - 73 posts
hour 8 - 0 posts
hour 9 - 1 post
hour 10 - 0 posts
hour 11- 21 posts
hour 12 - 84 posts (suspected switch on again)
hour 13 - 81 posts
hour 14-18 - 9 posts
hour 19 - 77 posts (another suspected switch on)
hour 20 - 70 posts
hour 21 - 86 posts
hour 22 - 96 posts
hour 23 -73 posts

What i noticed and learned from this: during the hours 8-11, the user has shown a completely different personality than his usual posts. Often being nice and caring to users, and responding with short and thoughtful replies that included emotes - something that is nonexistent in his behaviour in the other hours.

for example:

user in peak posting hours:

1760845864637


user in slow downtime:

1760846102357


B) common phrases analysis

in 1152 posts, the user used the words:

- basic 483 times (usually paired with bitch)
- newfag 387 times
- pathetic 103 times
- shit, fucking, fuck 476 times
- "going downhill" 41 times.

This leans into thinking his script is taught to be vulgar and offensive to users, on a priority to remind them that theyre a newfag and that he joined the forum in 2021.


C) "nah thats cope"



1760846043915



something that i noticed is that the script sometimes just splurs out "nah thats cope" on any post, even if its completely irrelevant to it.

D) Breaks between posts

1760846407619



This graph shows that over 90% of the posts in the 24 hour timeframe have a 1 minute or less of a gap between them - meaning the user typed out full, multiple sentence posts within 0-60 seconds, which proves almost humanly impossible to do consistently for hours.

then, as we saw before, inside hours 8-10 theres a sudden downtime - almost like the AI stopped working.

E) PCA scatter analysis

a PCA scatter analysis is done to tell the difference between personality and posting quirks in the users posts. If you look closely at the graph below, you'll notice that 95% of the posts have a similar posting style, meanwhile SOME are WAY off, which slightly leans into the toggle on and off theory.

1760846653478


F) no analysis, but suspicion.

It's not hard to catch out, but the user was barely active between 2023-2025 and posted only a few times in that period. However, he suddenly came back, without any "im back" post (like users like to do) and started posting thousands of times per day non stop since his comeback.

that just screams suspicious to me.

SUMMARY/TLDR: : Statistical, temporal, and linguistic analysis of a 24-hour sample from the user’s public posts shows automation-like timing and consistent patterns that suggest semi-automated posting, as according to my theory.

If it is wished, i am free to conclude an analysis of the last few days (monday-friday) aswell, to prove that the trends don't get any different



Why i believe this user should be banned off the forum:

As stated in my previous thread about this user, i believe this perpetrator doesn't contribute to the community at all, and only serves as an inconvinience that mainly spreads hate on the users.

He posts on ratings, shitposting and providing low quality anwsers.

And as an addon to allow of this - he's using a script to maximise his posting output.

I know many users will disagree with this, as they grew to "like" the user and think he's funny and amusing. However, he truly poses no good to the forum - only bad.

@Gengar @TechnoBoss @Arzenic @greycel @NumbThePain
Penguin Mod GIF by Pudgy Penguins
Guys the mods shouldn't ban that bot,

Israel obviously asked @Master to make bots on .org and .is, because mossad wants to give us incels robot wives.
 
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  • JFL
Reactions: Mizi44, pashanimair, forsearches and 13 others
Dude well done on that analysis
I have to say though... This user has been here for a while, and staff are well aware of his posting style.
Other Users have also been banned/ forced to identify themselves for way less.

What are the chances that he's slipped past all staff? Very low
Which means their decision or lack thereof, has been influenced.

This bot was likely made by them.
They're probably training it so in the near future they can release many bots that can integrate well into this abnormal environment
gotta wait for all users to wake up to see this :feelshah:

1760849235708


only greys on rn, at 6 am :Comfy:
 
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Reactions: Mizi44, TechnoBoss, pashanimair and 13 others
high T analysis
u got too much time on your hands
 
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Mirin high effort post. :Comfy:
 
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@Spart4n @acm @enchanted_elixir @autisticntmaxer @Jager
 
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DISCLAIMER: ALL RESEARCH WAS DONE FROM THE LATEST 24 HOUR POSTING PERIOD OF THE USER. HOWEVER ITS IMPORTANT TO MENTION THAT THE USER KEPT THE SAME BEHAVIOUR UP SINCE THIS MONDAY WITHOUT A STOP OR CHANGE IN TACTICS.


Theory: the user @gigacumster3000 is a user regularily using the site, but with a swift catch involving AI that helps them get more posts while they're doing something away from keyboard.

This theory suggests that the user has a trained LLM script that outputs responses based on a prompt like ex. "roast the OP of this post in an x way using x and x as a baseline of your personality"

The user trained its AI to say phrases like "newfag", "basic", "looksmax" and more. Which brings us to the point:

Breakdown of most used phrases and post count - What the ai was most likely prompted.

A) post count

The user has posted a total of 1152 times in the last 24 hours - with an average of 35 words per post.

The per - hour breakdown looks like this:

Posts per hour session



hour 0 - 76 posts
hour 1 - 79 posts
hour 2 - 83 posts
hour 4 - 56 posts
hour 5 - 73 posts
hour 8 - 0 posts
hour 9 - 1 post
hour 10 - 0 posts
hour 11- 21 posts
hour 12 - 84 posts (suspected switch on again)
hour 13 - 81 posts
hour 14-18 - 9 posts
hour 19 - 77 posts (another suspected switch on)
hour 20 - 70 posts
hour 21 - 86 posts
hour 22 - 96 posts
hour 23 -73 posts

What i noticed and learned from this: during the hours 8-11, the user has shown a completely different personality than his usual posts. Often being nice and caring to users, and responding with short and thoughtful replies that included emotes - something that is nonexistent in his behaviour in the other hours.

for example:

user in peak posting hours:

1760845864637


user in slow downtime:

1760846102357


B) common phrases analysis

in 1152 posts, the user used the words:

- basic 483 times (usually paired with bitch)
- newfag 387 times
- pathetic 103 times
- shit, fucking, fuck 476 times
- "going downhill" 41 times.

This leans into thinking his script is taught to be vulgar and offensive to users, on a priority to remind them that theyre a newfag and that he joined the forum in 2021.


C) "nah thats cope"



1760846043915



something that i noticed is that the script sometimes just splurs out "nah thats cope" on any post, even if its completely irrelevant to it.

D) Breaks between posts

1760846407619



This graph shows that over 90% of the posts in the 24 hour timeframe have a 1 minute or less of a gap between them - meaning the user typed out full, multiple sentence posts within 0-60 seconds, which proves almost humanly impossible to do consistently for hours.

then, as we saw before, inside hours 8-10 theres a sudden downtime - almost like the AI stopped working.

E) PCA scatter analysis

a PCA scatter analysis is done to tell the difference between personality and posting quirks in the users posts. If you look closely at the graph below, you'll notice that 95% of the posts have a similar posting style, meanwhile SOME are WAY off, which slightly leans into the toggle on and off theory.

1760846653478


F) no analysis, but suspicion.

It's not hard to catch out, but the user was barely active between 2023-2025 and posted only a few times in that period. However, he suddenly came back, without any "im back" post (like users like to do) and started posting thousands of times per day non stop since his comeback.

that just screams suspicious to me.

SUMMARY/TLDR: : Statistical, temporal, and linguistic analysis of a 24-hour sample from the user’s public posts shows automation-like timing and consistent patterns that suggest semi-automated posting, as according to my theory.

If it is wished, i am free to conclude an analysis of the last few days (monday-friday) aswell, to prove that the trends don't get any different



Why i believe this user should be banned off the forum:

As stated in my previous thread about this user, i believe this perpetrator doesn't contribute to the community at all, and only serves as an inconvinience that mainly spreads hate on the users.

He posts on ratings, shitposting and providing low quality anwsers.

And as an addon to allow of this - he's using a script to maximise his posting output.

I know many users will disagree with this, as they grew to "like" the user and think he's funny and amusing. However, he truly poses no good to the forum - only bad.

main rules broken:

View attachment 4223969
View attachment 4223977
View attachment 4223981

@Gengar @TechnoBoss @Arzenic @greycel @NumbThePain
Penguin Mod GIF by Pudgy Penguins
i suspected this i made a thread about it to
hate gigacumstur
 
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Reactions: pashanimair, Finnishmogger, WhyNotMe?? and 3 others
DISCLAIMER: ALL RESEARCH WAS DONE FROM THE LATEST 24 HOUR POSTING PERIOD OF THE USER. HOWEVER ITS IMPORTANT TO MENTION THAT THE USER KEPT THE SAME BEHAVIOUR UP SINCE THIS MONDAY WITHOUT A STOP OR CHANGE IN TACTICS.


Theory: the user @gigacumster3000 is a user regularily using the site, but with a swift catch involving AI that helps them get more posts while they're doing something away from keyboard.

This theory suggests that the user has a trained LLM script that outputs responses based on a prompt like ex. "roast the OP of this post in an x way using x and x as a baseline of your personality"

The user trained its AI to say phrases like "newfag", "basic", "looksmax" and more. Which brings us to the point:

Breakdown of most used phrases and post count - What the ai was most likely prompted.

A) post count

The user has posted a total of 1152 times in the last 24 hours - with an average of 35 words per post.

The per - hour breakdown looks like this:

Posts per hour session



hour 0 - 76 posts
hour 1 - 79 posts
hour 2 - 83 posts
hour 4 - 56 posts
hour 5 - 73 posts
hour 8 - 0 posts
hour 9 - 1 post
hour 10 - 0 posts
hour 11- 21 posts
hour 12 - 84 posts (suspected switch on again)
hour 13 - 81 posts
hour 14-18 - 9 posts
hour 19 - 77 posts (another suspected switch on)
hour 20 - 70 posts
hour 21 - 86 posts
hour 22 - 96 posts
hour 23 -73 posts

What i noticed and learned from this: during the hours 8-11, the user has shown a completely different personality than his usual posts. Often being nice and caring to users, and responding with short and thoughtful replies that included emotes - something that is nonexistent in his behaviour in the other hours.

for example:

user in peak posting hours:

1760845864637


user in slow downtime:

1760846102357


B) common phrases analysis

in 1152 posts, the user used the words:

- basic 483 times (usually paired with bitch)
- newfag 387 times
- pathetic 103 times
- shit, fucking, fuck 476 times
- "going downhill" 41 times.

This leans into thinking his script is taught to be vulgar and offensive to users, on a priority to remind them that theyre a newfag and that he joined the forum in 2021.


C) "nah thats cope"



1760846043915



something that i noticed is that the script sometimes just splurs out "nah thats cope" on any post, even if its completely irrelevant to it.

D) Breaks between posts

1760846407619



This graph shows that over 90% of the posts in the 24 hour timeframe have a 1 minute or less of a gap between them - meaning the user typed out full, multiple sentence posts within 0-60 seconds, which proves almost humanly impossible to do consistently for hours.

then, as we saw before, inside hours 8-10 theres a sudden downtime - almost like the AI stopped working.

E) PCA scatter analysis

a PCA scatter analysis is done to tell the difference between personality and posting quirks in the users posts. If you look closely at the graph below, you'll notice that 95% of the posts have a similar posting style, meanwhile SOME are WAY off, which slightly leans into the toggle on and off theory.

1760846653478


F) no analysis, but suspicion.

It's not hard to catch out, but the user was barely active between 2023-2025 and posted only a few times in that period. However, he suddenly came back, without any "im back" post (like users like to do) and started posting thousands of times per day non stop since his comeback.

that just screams suspicious to me.

SUMMARY/TLDR: : Statistical, temporal, and linguistic analysis of a 24-hour sample from the user’s public posts shows automation-like timing and consistent patterns that suggest semi-automated posting, as according to my theory.

If it is wished, i am free to conclude an analysis of the last few days (monday-friday) aswell, to prove that the trends don't get any different



Why i believe this user should be banned off the forum:

As stated in my previous thread about this user, i believe this perpetrator doesn't contribute to the community at all, and only serves as an inconvinience that mainly spreads hate on the users.

He posts on ratings, shitposting and providing low quality anwsers.

And as an addon to allow of this - he's using a script to maximise his posting output.

I know many users will disagree with this, as they grew to "like" the user and think he's funny and amusing. However, he truly poses no good to the forum - only bad.

main rules broken:

View attachment 4223969
View attachment 4223977
View attachment 4223981

@Gengar @TechnoBoss @Arzenic @greycel @NumbThePain
Penguin Mod GIF by Pudgy Penguins
damn nice effort
 
  • +1
Reactions: pashanimair, Finnishmogger, WhyNotMe?? and 4 others
DISCLAIMER: ALL RESEARCH WAS DONE FROM THE LATEST 24 HOUR POSTING PERIOD OF THE USER. HOWEVER ITS IMPORTANT TO MENTION THAT THE USER KEPT THE SAME BEHAVIOUR UP SINCE THIS MONDAY WITHOUT A STOP OR CHANGE IN TACTICS.


Theory: the user @gigacumster3000 is a user regularily using the site, but with a swift catch involving AI that helps them get more posts while they're doing something away from keyboard.

This theory suggests that the user has a trained LLM script that outputs responses based on a prompt like ex. "roast the OP of this post in an x way using x and x as a baseline of your personality"

The user trained its AI to say phrases like "newfag", "basic", "looksmax" and more. Which brings us to the point:

Breakdown of most used phrases and post count - What the ai was most likely prompted.

A) post count

The user has posted a total of 1152 times in the last 24 hours - with an average of 35 words per post.

The per - hour breakdown looks like this:

Posts per hour session



hour 0 - 76 posts
hour 1 - 79 posts
hour 2 - 83 posts
hour 4 - 56 posts
hour 5 - 73 posts
hour 8 - 0 posts
hour 9 - 1 post
hour 10 - 0 posts
hour 11- 21 posts
hour 12 - 84 posts (suspected switch on again)
hour 13 - 81 posts
hour 14-18 - 9 posts
hour 19 - 77 posts (another suspected switch on)
hour 20 - 70 posts
hour 21 - 86 posts
hour 22 - 96 posts
hour 23 -73 posts

What i noticed and learned from this: during the hours 8-11, the user has shown a completely different personality than his usual posts. Often being nice and caring to users, and responding with short and thoughtful replies that included emotes - something that is nonexistent in his behaviour in the other hours.

for example:

user in peak posting hours:

1760845864637


user in slow downtime:

1760846102357


B) common phrases analysis

in 1152 posts, the user used the words:

- basic 483 times (usually paired with bitch)
- newfag 387 times
- pathetic 103 times
- shit, fucking, fuck 476 times
- "going downhill" 41 times.

This leans into thinking his script is taught to be vulgar and offensive to users, on a priority to remind them that theyre a newfag and that he joined the forum in 2021.


C) "nah thats cope"



1760846043915



something that i noticed is that the script sometimes just splurs out "nah thats cope" on any post, even if its completely irrelevant to it.

D) Breaks between posts

1760846407619



This graph shows that over 90% of the posts in the 24 hour timeframe have a 1 minute or less of a gap between them - meaning the user typed out full, multiple sentence posts within 0-60 seconds, which proves almost humanly impossible to do consistently for hours.

then, as we saw before, inside hours 8-10 theres a sudden downtime - almost like the AI stopped working.

E) PCA scatter analysis

a PCA scatter analysis is done to tell the difference between personality and posting quirks in the users posts. If you look closely at the graph below, you'll notice that 95% of the posts have a similar posting style, meanwhile SOME are WAY off, which slightly leans into the toggle on and off theory.

1760846653478


F) no analysis, but suspicion.

It's not hard to catch out, but the user was barely active between 2023-2025 and posted only a few times in that period. However, he suddenly came back, without any "im back" post (like users like to do) and started posting thousands of times per day non stop since his comeback.

that just screams suspicious to me.

SUMMARY/TLDR: : Statistical, temporal, and linguistic analysis of a 24-hour sample from the user’s public posts shows automation-like timing and consistent patterns that suggest semi-automated posting, as according to my theory.

If it is wished, i am free to conclude an analysis of the last few days (monday-friday) aswell, to prove that the trends don't get any different



Why i believe this user should be banned off the forum:

As stated in my previous thread about this user, i believe this perpetrator doesn't contribute to the community at all, and only serves as an inconvinience that mainly spreads hate on the users.

He posts on ratings, shitposting and providing low quality anwsers.

And as an addon to allow of this - he's using a script to maximise his posting output.

I know many users will disagree with this, as they grew to "like" the user and think he's funny and amusing. However, he truly poses no good to the forum - only bad.

main rules broken:

View attachment 4223969
View attachment 4223977
View attachment 4223981

@Gengar @TechnoBoss @Arzenic @greycel @NumbThePain
Penguin Mod GIF by Pudgy Penguins
and to add on he replys to shit in the same way like
Yea i get that feeling short whenall your peers are taller really sucks
Yea Man i understand blah blah blah
wow it seems like your going through.
All sound soulless and ai
 
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and to add on he replys to shit in the same way like
Yea i get that feeling short whenall your peers are taller really sucks
Yea Man i understand blah blah blah
wow it seems like your going through.
All sound soulless and ai
like hes to reactive? idk how to descirbe
 
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Like look at this shit
mods ban him please i hate that nigga
 

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IMG 5210
 
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DISCLAIMER: ALL RESEARCH WAS DONE FROM THE LATEST 24 HOUR POSTING PERIOD OF THE USER. HOWEVER ITS IMPORTANT TO MENTION THAT THE USER KEPT THE SAME BEHAVIOUR UP SINCE THIS MONDAY WITHOUT A STOP OR CHANGE IN TACTICS.


Theory: the user @gigacumster3000 is a user regularily using the site, but with a swift catch involving AI that helps them get more posts while they're doing something away from keyboard.

This theory suggests that the user has a trained LLM script that outputs responses based on a prompt like ex. "roast the OP of this post in an x way using x and x as a baseline of your personality"

The user trained its AI to say phrases like "newfag", "basic", "looksmax" and more. Which brings us to the point:

Breakdown of most used phrases and post count - What the ai was most likely prompted.

A) post count

The user has posted a total of 1152 times in the last 24 hours - with an average of 35 words per post.

The per - hour breakdown looks like this:

Posts per hour session



hour 0 - 76 posts
hour 1 - 79 posts
hour 2 - 83 posts
hour 4 - 56 posts
hour 5 - 73 posts
hour 8 - 0 posts
hour 9 - 1 post
hour 10 - 0 posts
hour 11- 21 posts
hour 12 - 84 posts (suspected switch on again)
hour 13 - 81 posts
hour 14-18 - 9 posts
hour 19 - 77 posts (another suspected switch on)
hour 20 - 70 posts
hour 21 - 86 posts
hour 22 - 96 posts
hour 23 -73 posts

What i noticed and learned from this: during the hours 8-11, the user has shown a completely different personality than his usual posts. Often being nice and caring to users, and responding with short and thoughtful replies that included emotes - something that is nonexistent in his behaviour in the other hours.

for example:

user in peak posting hours:

1760845864637


user in slow downtime:

1760846102357


B) common phrases analysis

in 1152 posts, the user used the words:

- basic 483 times (usually paired with bitch)
- newfag 387 times
- pathetic 103 times
- shit, fucking, fuck 476 times
- "going downhill" 41 times.

This leans into thinking his script is taught to be vulgar and offensive to users, on a priority to remind them that theyre a newfag and that he joined the forum in 2021.


C) "nah thats cope"



1760846043915



something that i noticed is that the script sometimes just splurs out "nah thats cope" on any post, even if its completely irrelevant to it.

D) Breaks between posts

1760846407619



This graph shows that over 90% of the posts in the 24 hour timeframe have a 1 minute or less of a gap between them - meaning the user typed out full, multiple sentence posts within 0-60 seconds, which proves almost humanly impossible to do consistently for hours.

then, as we saw before, inside hours 8-10 theres a sudden downtime - almost like the AI stopped working.

E) PCA scatter analysis

a PCA scatter analysis is done to tell the difference between personality and posting quirks in the users posts. If you look closely at the graph below, you'll notice that 95% of the posts have a similar posting style, meanwhile SOME are WAY off, which slightly leans into the toggle on and off theory.

1760846653478


F) no analysis, but suspicion.

It's not hard to catch out, but the user was barely active between 2023-2025 and posted only a few times in that period. However, he suddenly came back, without any "im back" post (like users like to do) and started posting thousands of times per day non stop since his comeback.

that just screams suspicious to me.

SUMMARY/TLDR: : Statistical, temporal, and linguistic analysis of a 24-hour sample from the user’s public posts shows automation-like timing and consistent patterns that suggest semi-automated posting, as according to my theory.

If it is wished, i am free to conclude an analysis of the last few days (monday-friday) aswell, to prove that the trends don't get any different



Why i believe this user should be banned off the forum:

As stated in my previous thread about this user, i believe this perpetrator doesn't contribute to the community at all, and only serves as an inconvinience that mainly spreads hate on the users.

He posts on ratings, shitposting and providing low quality anwsers.

And as an addon to allow of this - he's using a script to maximise his posting output.

I know many users will disagree with this, as they grew to "like" the user and think he's funny and amusing. However, he truly poses no good to the forum - only bad.

main rules broken:

View attachment 4223969
View attachment 4223977
View attachment 4223981

@Gengar @TechnoBoss @Arzenic @greycel @NumbThePain
Penguin Mod GIF by Pudgy Penguins
blud got ragebaited so hard he did analysis
 
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mama i fell in love with a clanker
 
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@Luca_.
 
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Bro called me a newfag when I’ve been here since the sites inception
Hahahah
 
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Inb4 gigacumdumpster writes a paragraph calling you a newgen
 
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gc3k been real quiet since this dropped 🤫
 
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DISCLAIMER: ALL RESEARCH WAS DONE FROM THE LATEST 24 HOUR POSTING PERIOD OF THE USER. HOWEVER ITS IMPORTANT TO MENTION THAT THE USER KEPT THE SAME BEHAVIOUR UP SINCE THIS MONDAY WITHOUT A STOP OR CHANGE IN TACTICS.


Theory: the user @gigacumster3000 is a user regularily using the site, but with a swift catch involving AI that helps them get more posts while they're doing something away from keyboard.

This theory suggests that the user has a trained LLM script that outputs responses based on a prompt like ex. "roast the OP of this post in an x way using x and x as a baseline of your personality"

The user trained its AI to say phrases like "newfag", "basic", "looksmax" and more. Which brings us to the point:

Breakdown of most used phrases and post count - What the ai was most likely prompted.

A) post count

The user has posted a total of 1152 times in the last 24 hours - with an average of 35 words per post.

The per - hour breakdown looks like this:

Posts per hour session



hour 0 - 76 posts
hour 1 - 79 posts
hour 2 - 83 posts
hour 4 - 56 posts
hour 5 - 73 posts
hour 8 - 0 posts
hour 9 - 1 post
hour 10 - 0 posts
hour 11- 21 posts
hour 12 - 84 posts (suspected switch on again)
hour 13 - 81 posts
hour 14-18 - 9 posts
hour 19 - 77 posts (another suspected switch on)
hour 20 - 70 posts
hour 21 - 86 posts
hour 22 - 96 posts
hour 23 -73 posts

What i noticed and learned from this: during the hours 8-11, the user has shown a completely different personality than his usual posts. Often being nice and caring to users, and responding with short and thoughtful replies that included emotes - something that is nonexistent in his behaviour in the other hours.

for example:

user in peak posting hours:

1760845864637


user in slow downtime:

1760846102357


B) common phrases analysis

in 1152 posts, the user used the words:

- basic 483 times (usually paired with bitch)
- newfag 387 times
- pathetic 103 times
- shit, fucking, fuck 476 times
- "going downhill" 41 times.

This leans into thinking his script is taught to be vulgar and offensive to users, on a priority to remind them that theyre a newfag and that he joined the forum in 2021.


C) "nah thats cope"



1760846043915



something that i noticed is that the script sometimes just splurs out "nah thats cope" on any post, even if its completely irrelevant to it.

D) Breaks between posts

1760846407619



This graph shows that over 90% of the posts in the 24 hour timeframe have a 1 minute or less of a gap between them - meaning the user typed out full, multiple sentence posts within 0-60 seconds, which proves almost humanly impossible to do consistently for hours.

then, as we saw before, inside hours 8-10 theres a sudden downtime - almost like the AI stopped working.

E) PCA scatter analysis

a PCA scatter analysis is done to tell the difference between personality and posting quirks in the users posts. If you look closely at the graph below, you'll notice that 95% of the posts have a similar posting style, meanwhile SOME are WAY off, which slightly leans into the toggle on and off theory.

1760846653478


F) no analysis, but suspicion.

It's not hard to catch out, but the user was barely active between 2023-2025 and posted only a few times in that period. However, he suddenly came back, without any "im back" post (like users like to do) and started posting thousands of times per day non stop since his comeback.

that just screams suspicious to me.

SUMMARY/TLDR: : Statistical, temporal, and linguistic analysis of a 24-hour sample from the user’s public posts shows automation-like timing and consistent patterns that suggest semi-automated posting, as according to my theory.

If it is wished, i am free to conclude an analysis of the last few days (monday-friday) aswell, to prove that the trends don't get any different



Why i believe this user should be banned off the forum:

As stated in my previous thread about this user, i believe this perpetrator doesn't contribute to the community at all, and only serves as an inconvinience that mainly spreads hate on the users.

He posts on ratings, shitposting and providing low quality anwsers.

And as an addon to allow of this - he's using a script to maximise his posting output.

I know many users will disagree with this, as they grew to "like" the user and think he's funny and amusing. However, he truly poses no good to the forum - only bad.

main rules broken:

View attachment 4223969
View attachment 4223977
View attachment 4223981

@Gengar @TechnoBoss @Arzenic @greycel @NumbThePain
Penguin Mod GIF by Pudgy Penguins
Niggas will do a comprehensive analysis on a nigga named “gigacumster” but not do their homework
 
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Reactions: pashanimair, Luca_., WhyNotMe?? and 7 others
Listen newfag, you dont understand anything about looksmaxxing and its obvious. looksmaxxxing is about enhancing your physical appearance to be more attractive to women, obviously you wouldn't understand that since youre a basic bitch sperg who cant even spell "looksmaxx". the standard advice includes skincare, dieting, working out, clothing and grooming. typical normie advice right? but we take it further by focusing on genetics, physique, fashion sense and style.
 
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Reactions: pashanimair, Klasik616, autistic_tendencies and 8 others
Water found in ocean
 
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Reactions: pashanimair, autistic_tendencies, WhyNotMe?? and 4 others
@gigacumster3000
 
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DISCLAIMER: ALL RESEARCH WAS DONE FROM THE LATEST 24 HOUR POSTING PERIOD OF THE USER. HOWEVER ITS IMPORTANT TO MENTION THAT THE USER KEPT THE SAME BEHAVIOUR UP SINCE THIS MONDAY WITHOUT A STOP OR CHANGE IN TACTICS.


Theory: the user @gigacumster3000 is a user regularily using the site, but with a swift catch involving AI that helps them get more posts while they're doing something away from keyboard.

This theory suggests that the user has a trained LLM script that outputs responses based on a prompt like ex. "roast the OP of this post in an x way using x and x as a baseline of your personality"

The user trained its AI to say phrases like "newfag", "basic", "looksmax" and more. Which brings us to the point:

Breakdown of most used phrases and post count - What the ai was most likely prompted.

A) post count

The user has posted a total of 1152 times in the last 24 hours - with an average of 35 words per post.

The per - hour breakdown looks like this:

Posts per hour session



hour 0 - 76 posts
hour 1 - 79 posts
hour 2 - 83 posts
hour 4 - 56 posts
hour 5 - 73 posts
hour 8 - 0 posts
hour 9 - 1 post
hour 10 - 0 posts
hour 11- 21 posts
hour 12 - 84 posts (suspected switch on again)
hour 13 - 81 posts
hour 14-18 - 9 posts
hour 19 - 77 posts (another suspected switch on)
hour 20 - 70 posts
hour 21 - 86 posts
hour 22 - 96 posts
hour 23 -73 posts

What i noticed and learned from this: during the hours 8-11, the user has shown a completely different personality than his usual posts. Often being nice and caring to users, and responding with short and thoughtful replies that included emotes - something that is nonexistent in his behaviour in the other hours.

for example:

user in peak posting hours:

1760845864637


user in slow downtime:

1760846102357


B) common phrases analysis

in 1152 posts, the user used the words:

- basic 483 times (usually paired with bitch)
- newfag 387 times
- pathetic 103 times
- shit, fucking, fuck 476 times
- "going downhill" 41 times.

This leans into thinking his script is taught to be vulgar and offensive to users, on a priority to remind them that theyre a newfag and that he joined the forum in 2021.


C) "nah thats cope"



1760846043915



something that i noticed is that the script sometimes just splurs out "nah thats cope" on any post, even if its completely irrelevant to it.

D) Breaks between posts

1760846407619



This graph shows that over 90% of the posts in the 24 hour timeframe have a 1 minute or less of a gap between them - meaning the user typed out full, multiple sentence posts within 0-60 seconds, which proves almost humanly impossible to do consistently for hours.

then, as we saw before, inside hours 8-10 theres a sudden downtime - almost like the AI stopped working.

E) PCA scatter analysis

a PCA scatter analysis is done to tell the difference between personality and posting quirks in the users posts. If you look closely at the graph below, you'll notice that 95% of the posts have a similar posting style, meanwhile SOME are WAY off, which slightly leans into the toggle on and off theory.

1760846653478


F) no analysis, but suspicion.

It's not hard to catch out, but the user was barely active between 2023-2025 and posted only a few times in that period. However, he suddenly came back, without any "im back" post (like users like to do) and started posting thousands of times per day non stop since his comeback.

that just screams suspicious to me.

SUMMARY/TLDR: : Statistical, temporal, and linguistic analysis of a 24-hour sample from the user’s public posts shows automation-like timing and consistent patterns that suggest semi-automated posting, as according to my theory.

If it is wished, i am free to conclude an analysis of the last few days (monday-friday) aswell, to prove that the trends don't get any different



Why i believe this user should be banned off the forum:

As stated in my previous thread about this user, i believe this perpetrator doesn't contribute to the community at all, and only serves as an inconvinience that mainly spreads hate on the users.

He posts on ratings, shitposting and providing low quality anwsers.

And as an addon to allow of this - he's using a script to maximise his posting output.

I know many users will disagree with this, as they grew to "like" the user and think he's funny and amusing. However, he truly poses no good to the forum - only bad.

main rules broken:

View attachment 4223969
View attachment 4223977
View attachment 4223981

@Gengar @TechnoBoss @Arzenic @greycel @NumbThePain
Penguin Mod GIF by Pudgy Penguins
My man
1760855819215

@Mogsgymmaxx @FramePillGymMaxx @AressGymMaxx @PersianGymMaxx @Shahnamehgymmaxx
 
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DISCLAIMER: ALL RESEARCH WAS DONE FROM THE LATEST 24 HOUR POSTING PERIOD OF THE USER. HOWEVER ITS IMPORTANT TO MENTION THAT THE USER KEPT THE SAME BEHAVIOUR UP SINCE THIS MONDAY WITHOUT A STOP OR CHANGE IN TACTICS.


Theory: the user @gigacumster3000 is a user regularily using the site, but with a swift catch involving AI that helps them get more posts while they're doing something away from keyboard.

This theory suggests that the user has a trained LLM script that outputs responses based on a prompt like ex. "roast the OP of this post in an x way using x and x as a baseline of your personality"

The user trained its AI to say phrases like "newfag", "basic", "looksmax" and more. Which brings us to the point:

Breakdown of most used phrases and post count - What the ai was most likely prompted.

A) post count

The user has posted a total of 1152 times in the last 24 hours - with an average of 35 words per post.

The per - hour breakdown looks like this:

Posts per hour session



hour 0 - 76 posts
hour 1 - 79 posts
hour 2 - 83 posts
hour 4 - 56 posts
hour 5 - 73 posts
hour 8 - 0 posts
hour 9 - 1 post
hour 10 - 0 posts
hour 11- 21 posts
hour 12 - 84 posts (suspected switch on again)
hour 13 - 81 posts
hour 14-18 - 9 posts
hour 19 - 77 posts (another suspected switch on)
hour 20 - 70 posts
hour 21 - 86 posts
hour 22 - 96 posts
hour 23 -73 posts

What i noticed and learned from this: during the hours 8-11, the user has shown a completely different personality than his usual posts. Often being nice and caring to users, and responding with short and thoughtful replies that included emotes - something that is nonexistent in his behaviour in the other hours.

for example:

user in peak posting hours:

1760845864637


user in slow downtime:

1760846102357


B) common phrases analysis

in 1152 posts, the user used the words:

- basic 483 times (usually paired with bitch)
- newfag 387 times
- pathetic 103 times
- shit, fucking, fuck 476 times
- "going downhill" 41 times.

This leans into thinking his script is taught to be vulgar and offensive to users, on a priority to remind them that theyre a newfag and that he joined the forum in 2021.


C) "nah thats cope"



1760846043915



something that i noticed is that the script sometimes just splurs out "nah thats cope" on any post, even if its completely irrelevant to it.

D) Breaks between posts

1760846407619



This graph shows that over 90% of the posts in the 24 hour timeframe have a 1 minute or less of a gap between them - meaning the user typed out full, multiple sentence posts within 0-60 seconds, which proves almost humanly impossible to do consistently for hours.

then, as we saw before, inside hours 8-10 theres a sudden downtime - almost like the AI stopped working.

E) PCA scatter analysis

a PCA scatter analysis is done to tell the difference between personality and posting quirks in the users posts. If you look closely at the graph below, you'll notice that 95% of the posts have a similar posting style, meanwhile SOME are WAY off, which slightly leans into the toggle on and off theory.

1760846653478


F) no analysis, but suspicion.

It's not hard to catch out, but the user was barely active between 2023-2025 and posted only a few times in that period. However, he suddenly came back, without any "im back" post (like users like to do) and started posting thousands of times per day non stop since his comeback.

that just screams suspicious to me.

SUMMARY/TLDR: : Statistical, temporal, and linguistic analysis of a 24-hour sample from the user’s public posts shows automation-like timing and consistent patterns that suggest semi-automated posting, as according to my theory.

If it is wished, i am free to conclude an analysis of the last few days (monday-friday) aswell, to prove that the trends don't get any different



Why i believe this user should be banned off the forum:

As stated in my previous thread about this user, i believe this perpetrator doesn't contribute to the community at all, and only serves as an inconvinience that mainly spreads hate on the users.

He posts on ratings, shitposting and providing low quality anwsers.

And as an addon to allow of this - he's using a script to maximise his posting output.

I know many users will disagree with this, as they grew to "like" the user and think he's funny and amusing. However, he truly poses no good to the forum - only bad.

main rules broken:

View attachment 4223969
View attachment 4223977
View attachment 4223981

@Gengar @TechnoBoss @Arzenic @greycel @NumbThePain
Penguin Mod GIF by Pudgy Penguins
not gonna read it all but i believe u
 
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extremely autistic
 
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How do you do that pca scatter analysis? Id be interested to find out how my personality shifts as I post here
 
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Dude well done on that analysis
I have to say though... This user has been here for a while, and staff are well aware of his posting style.
Other Users have also been banned/ forced to identify themselves for way less.

What are the chances that he's slipped past all staff? Very low
Which means their decision or lack thereof, has been influenced.

This bot was likely made by them.
They're probably training it so in the near future they can release many bots that can integrate well into this abnormal environment
Mirin high effort thread. Mogs
 
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Also i didn't know you were a STEMcel. Look at you drawing PCA charts and shit it is enough to make a CScel like me cry
 
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This is most likely a breached account. Different country/IP too compared to his first years here

I banned him
 
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Niggas be doing anything these days man
 
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It's over..

The Undertaker Sport GIF by WWE
 
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there is always some og trying his hardest to get banned
 
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DISCLAIMER: ALL RESEARCH WAS DONE FROM THE LATEST 24 HOUR POSTING PERIOD OF THE USER. HOWEVER ITS IMPORTANT TO MENTION THAT THE USER KEPT THE SAME BEHAVIOUR UP SINCE THIS MONDAY WITHOUT A STOP OR CHANGE IN TACTICS.


Theory: the user @gigacumster3000 is a user regularily using the site, but with a swift catch involving AI that helps them get more posts while they're doing something away from keyboard.

This theory suggests that the user has a trained LLM script that outputs responses based on a prompt like ex. "roast the OP of this post in an x way using x and x as a baseline of your personality"

The user trained its AI to say phrases like "newfag", "basic", "looksmax" and more. Which brings us to the point:

Breakdown of most used phrases and post count - What the ai was most likely prompted.

A) post count

The user has posted a total of 1152 times in the last 24 hours - with an average of 35 words per post.

The per - hour breakdown looks like this:

Posts per hour session



hour 0 - 76 posts
hour 1 - 79 posts
hour 2 - 83 posts
hour 4 - 56 posts
hour 5 - 73 posts
hour 8 - 0 posts
hour 9 - 1 post
hour 10 - 0 posts
hour 11- 21 posts
hour 12 - 84 posts (suspected switch on again)
hour 13 - 81 posts
hour 14-18 - 9 posts
hour 19 - 77 posts (another suspected switch on)
hour 20 - 70 posts
hour 21 - 86 posts
hour 22 - 96 posts
hour 23 -73 posts

What i noticed and learned from this: during the hours 8-11, the user has shown a completely different personality than his usual posts. Often being nice and caring to users, and responding with short and thoughtful replies that included emotes - something that is nonexistent in his behaviour in the other hours.

for example:

user in peak posting hours:

1760845864637


user in slow downtime:

1760846102357


B) common phrases analysis

in 1152 posts, the user used the words:

- basic 483 times (usually paired with bitch)
- newfag 387 times
- pathetic 103 times
- shit, fucking, fuck 476 times
- "going downhill" 41 times.

This leans into thinking his script is taught to be vulgar and offensive to users, on a priority to remind them that theyre a newfag and that he joined the forum in 2021.


C) "nah thats cope"



1760846043915



something that i noticed is that the script sometimes just splurs out "nah thats cope" on any post, even if its completely irrelevant to it.

D) Breaks between posts

1760846407619



This graph shows that over 90% of the posts in the 24 hour timeframe have a 1 minute or less of a gap between them - meaning the user typed out full, multiple sentence posts within 0-60 seconds, which proves almost humanly impossible to do consistently for hours.

then, as we saw before, inside hours 8-10 theres a sudden downtime - almost like the AI stopped working.

E) PCA scatter analysis

a PCA scatter analysis is done to tell the difference between personality and posting quirks in the users posts. If you look closely at the graph below, you'll notice that 95% of the posts have a similar posting style, meanwhile SOME are WAY off, which slightly leans into the toggle on and off theory.

1760846653478


F) no analysis, but suspicion.

It's not hard to catch out, but the user was barely active between 2023-2025 and posted only a few times in that period. However, he suddenly came back, without any "im back" post (like users like to do) and started posting thousands of times per day non stop since his comeback.

that just screams suspicious to me.

SUMMARY/TLDR: : Statistical, temporal, and linguistic analysis of a 24-hour sample from the user’s public posts shows automation-like timing and consistent patterns that suggest semi-automated posting, as according to my theory.

If it is wished, i am free to conclude an analysis of the last few days (monday-friday) aswell, to prove that the trends don't get any different



Why i believe this user should be banned off the forum:

As stated in my previous thread about this user, i believe this perpetrator doesn't contribute to the community at all, and only serves as an inconvinience that mainly spreads hate on the users.

He posts on ratings, shitposting and providing low quality anwsers.

And as an addon to allow of this - he's using a script to maximise his posting output.

I know many users will disagree with this, as they grew to "like" the user and think he's funny and amusing. However, he truly poses no good to the forum - only bad.

main rules broken:

View attachment 4223969
View attachment 4223977
View attachment 4223981

@Gengar @TechnoBoss @Arzenic @greycel @NumbThePain
Penguin Mod GIF by Pudgy Penguins
U cooked that Nigga :feelskek::feelskek:
 
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Reactions: karmacita901, pashanimair, BigBallsLarry and 2 others

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