Research and data analysis.
📍 Mars
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Why it's watchedexposing the hidden truth on social networks
Call out the problems on this platform long enough, and eventually they start treating you like the problem t.co/hu11jomjuy
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Here are some of this week's posts against James Fishback and Dan Bilzerian.
Florida primary week. 20 accounts, 151 posts, a lot of the same attacks. t.co/xe6xrMIYLh
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Here are 288 IDF reprints from @EliAfriatISR.
He sources Hamas 32 times:
hostages, deal terms, Hamas losing.
0 mentions of Gazan casualties.
He is the IDF copy machine. t.co/79YjXPAK0x
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Here are 99 of the 379 hate posts recycled by @ImtiazMadmood.
Same lines, up to 7 times each, most on the exact :00 second.
He writes his pro-Israel posts himself. The hate is a scheduler running copypasta.
When will X fix this? t.co/lpc2nc47Qz
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Here is a clear ToS violation. @diana_bloom_ posted the exact same reply to Reuters 10 times in 143 seconds.
Then she admits the tactic herself: "we flood their comment sections every time." That is platform manipulation. t.co/UBagOl4Szx
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Here are 576 of @EliAfriatISR repetitive posts.
First pic is the same post 144 times.
Each recycled dozens of times, almost all at exactly :00 seconds.
Thats not a person, thats a scheduler running copypasta. Combined, these racked up 149.9 million views.
When will X fix this? t.co/q8Fzoxxix2
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Next @VividProwess post, dropping in 1 minutes: pro-Israel content, video attached. Screenshot this.
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When Elon open sourced X's algorithm, he said X was "actively seeking criticism to improve fairness and quality of algorithmic recommendations."
Here is some.
Every reaction has a price:
Like +0.5
Reply +5
Block -31.2
Mute -58.8
Report -234
But the code also shows the abuse system is not applied equally. X's AI safety pipeline tags targeted insults with FOSNR_ABUSE_INSULTS, which hides the post from recommendations. Accounts labeled High PageRank are skipped. Their posts are not even scanned. They are automatically immune to X's own detection model.
I checked 7,992 of Eitan Fischberger's archived posts. 406 attack named people, "sick freak", "evil witch", "piece of human garbage". No sign any were hidden. They do BETTER than his normal posts.
Are accounts like Fischberger classified as High PageRank? Because the code is clear about everyone else: post these exact insults as a regular account, or reply to him in kind, and the model can scan you, label you, and limit your reach. He may never be scanned at all. One rule for some, another for everyone else. Why?
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According to X’s publicly released open source code, its copypasta rule is not applied equally.
Its duplicate text system can give posts a COPYPASTA_SPAM label. But accounts classified as “High PageRank” are skipped by this rule.
Archived posts show:
Dr. Maalouf
902 different content sets reused in 1,922 later posts
Eyal Yakoby
1,365 different content sets reused in 3,412 later posts
VividProwess
294 different content sets reused in 431 later posts within the sample
X does not disclose whether these three are classified as High PageRank. What the archives do show is thousands of reruns across hundreds of recurring sets.
Are these reruns going undetected, or are they being detected and then skipped because the accounts fall under the High PageRank exception?
If so, why?
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It was number 6 lol:
“Islam taking over the West.” He recycled the video and still got the country wrong. Copypasta with bad info. t.co/whk2zKb61O
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Called when his next post would go up. Nailed it. Called the one after that too.
Then he blocked me. Hopefully the script's off for now. t.co/o1FmBd8XZ2
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AI Community Notes are surprisingly good at recognizing context manipulation and lies.
Wonderful addition to X. t.co/eFs2HMkbjp
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Eyal Yakoby top topics. 55,889 posts (retweets excluded).
The full breakdown below. t.co/0iRfK19Owd
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X's rules bar repeatedly posting nearly identical content ("copypasta").
Eyal Yakoby ran the same "Silent." template 266x since the June 2025 war. Only the headline and image change.
The copy-pasted names:
Cenk Uygur 135x
Mehdi Hasan 130x
Ana Kasparian 110x t.co/Zz7MqZZI7x
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The more this recycled spam takes over, the worse X gets for everyone. t.co/iEFjRydxNH
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Ran the numbers.
@nosoup4knowles has mentioned Candace → 5,165 times.
@RealCandaceO has mentioned Erika Kirk → 266 times.
That’s a 1,842% gap.
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Across the 9,951 posts on the @realMaalouf account, 19% are exact re-uploads of his own older posts.
33% of the media, with copies disguised by swapped words.
His recycled library: 902 distinct posts, some reused up to 18 times. t.co/cgL8MGzZia
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Copypasta on a schedule.
@VividProwess posts the same lines over and over, dropped on exactly :00 and exactly :30 to the second, thousands of times.
That is duplicate content on a timer, not organic posting.
Top of the hour left, half hour right. t.co/thAt5lw6GZ
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