
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:
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:
user in slow downtime:
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"
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
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.
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:
@Gengar @TechnoBoss @Arzenic @greycel @NumbThePain
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:

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:

user in slow downtime:

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"

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

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.

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:



@Gengar @TechnoBoss @Arzenic @greycel @NumbThePain

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