Brad Volgast
@V_SCI_Intel
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Inurbut, OH
Joined September 2020
This drop isn't the official release, but #BallsGang Records has more in store. Trip Into StewAnon | Flor Cabrerra & Los Hermanos D'Oro | © 2025 BallsGang Records. All rights reserved.
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@dalepartridge Masculinity influencers are always the biggest pussies
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Jeffrey pstein even went to Celina 52 Truck Stop parties? Damn. 😆
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The Deputy Director of the FBI has just announced that, starting next month, he's only going to use the X account that he blocked me on. Great.
I will be leaving my position with the FBI in January. I want to thank President Trump, AG Bondi, and Director Patel for the opportunity to serve with purpose. Most importantly, I want to thank you, my fellow Americans, for the privilege to serve you. God bless America, and
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@TheJusticeDept How rich is it that the justice department is stealing IP for political clout.
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Still funny, especially while singing it in the car during a commute in the morning. DIARRHEA SONG: https://t.co/Ie8chmkLRe via @YouTube
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Mrs. Deagle was a vile old bag and she got what was coming to her.
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I'm "lying with bot[-]like efficiency." I find that flattering. In fact, it's the sweetest thing someone's said to me all day.
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@TheFalconer2219 @grok Research the topic in this thread. Output your own conclusions, and don't be influenced by what's written in this thread. Don't force conclusions. Double check your work to ensure the elimination of biases. Then, rate this thread. Finally, share your sources (or links to
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@TheFalconer2219 10/ If we keep treating every disagreement as a foreign influence op, a troll, or an AI script, then we stop having conversations entirely. Ironically, that polarization, fear and breakdown of trust is exactly what real disinformation campaigns hope to cultivate. They have been
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@TheFalconer2219 9/ Almost finished: Calling everyone you disagree with a “bot” or “AI” just shows how polarized and distrustful we’ve become. Sometimes it’s a way of saying “I don’t have to take you seriously.” Real bots exist. Real trolls exist. But real people disagree too, but that’s not
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8/ And now there’s a new twist — my favorite — people accuse others of being AI. An account, @TheFalconer2219, did this to yours truly recently. Yet there’s still no reliable method for a human to confidently detect AI-generated text in the wild, and AI-detection tools — like
washington.edu
A team led by University of Washington researchers found that large language models, such as ChatGPT, can make social media bots more sophisticated at evading detection. But these models can also...
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7/ In comment sections, post replies, and political threads, researchers observe that bot/troll accusations are often used to shut down debate: easier to call someone “inauthentic” than actually engage with their argument. We've all seen this rubbish. https://t.co/5n4r1OZ3F2
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6/ Because bots are real, some people now treat the possibility of bots as everywhere, assuming anyone who argues with them must be a bot, a troll, or an AI-generated plant. That jump isn’t supported by the evidence, especially given how flawed both human labeling AND bot
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5/ To be clear for the nitwits: Yes, real bot and troll operations exist. State-linked networks, coordinated disinformation, and spam/propaganda campaigns are documented. Research in automated bot detection and network impact (e.g. using more advanced detection frameworks)
link.springer.com
Social Network Analysis and Mining - Identifying bots on X (formerly Twitter) is essential for preventing misinformation and ensuring user safety. However, current models face several challenges:...
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4/ Even the automated tools people lean on, like Botometer, are known to produce lots of false positives and false negatives. https://t.co/7rKAmwV3uU That means many of the accounts labeled “bot” by tools may actually belong to real people, especially in different languages or
pmc.ncbi.nlm.nih.gov
The identification of bots is an important and complicated task. The bot classifier "Botometer" was successfully introduced as a way to estimate the number of bots in a given list of accounts and, as...
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3/ Why does this happen? Psychological and behavioral research shows people are bad at detecting bots, and even worse when politics are involved. Humans tend to judge “realness” based on whether someone agrees with their tribe. Disagree? Must be a bot. Agree? Clearly human.
pmc.ncbi.nlm.nih.gov
We examine individuals’ ability to detect social bots among Twitter personas, along with participant and persona features associated with that ability. Social media users need to distinguish bots...
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2/ A large-scale analysis of accusations on Twitter found that “you’re a bot” has basically become a conversation weapon used to dismiss or dehumanize the other side, not to identify actual automated accounts. Ref.: You are a Bot! — Studying the Development of Bot Accusations
arxiv.org
The characterization and detection of bots with their presumed ability to manipulate society on social media platforms have been subject to many research endeavors over the last decade. In the...
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🧵 1/ Online debates have gotten so polarized that a weird trend has exploded: If you disagree with someone, they don’t argue back — they just call you a Russian bot, a paid shill, slop, or lately, an AI. But research shows most of these accusations are not based on evidence.
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