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Why it worked

The mechanics

Hook
Style
Tone
Written for

Analysis by ViralLoop — not written by the original author.

Anatoly Karlin 🧲💯 on AI · ViralLoop

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Post by Anatoly Karlin 🧲💯 on X

Anatoly Karlin 🧲💯@akarlin

Really quite impressive how clearly delineated Elite Human Capital is on the Anthropic Question. On the one side: Actual AI researchers, human rights activists, EAs, journalists, real libertarians. On the other: Various scammers, MAGA grifters, Nazis, cynical oligarchs.

950 likes30 repliesPosted Feb 28, 2026

View the original on X Written by Anatoly Karlin 🧲💯. Captured Sep 4, 2026.

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44

Viral score

Based on absolute engagement — the platform doesn’t expose follower counts here, so large accounts score higher.

From likes, comments.

Why it worked

Follows a clear Hook → Context → Landing shape, so the reader always knows where they are.
Ends on a short line that is easy to quote and repeat.
Short enough to read in full without expanding, which removes a step before the point lands.
Short sentences keep the pace up, so the reader never has to re-read a line.

The mechanics

Hook: Plain observation
Structure: Hook → Context → Landing
Style: Conversational paragraphs at a steady pace.
Tone: punchy
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

Topics

Posts built the same way

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At my direction, early this morning federal agents arrested Don Lemon, Trahern Jeen Crews, Georgia Fort, and Jamael Lydell Lundy, in connection with the coordinated attack on Cities Church in St. Paul, Minnesota. More details soon.

For those confused why the US state and Silicon Valley are having a meltdown on twitter today. China released multiple AI models that are 50x more efficient than the best American AI models and made them open source, ruining the AI market

Universal HIGH INCOME via checks issued by the Federal government is the best way to deal with unemployment caused by AI. AI/robotics will produce goods & services far in excess of the increase in the money supply, so there will not be inflation.

I am very excited about AI, but to go off-script for a minute: I built an app with Codex last week. It was very fun. Then I started asking it for ideas for new features and at least a couple of them were better than I was thinking of. I felt a little useless and it was sad.

Hi! I'm one of the prompt writers that worked on this ad. It's a lot harder than people think! Prompts that my team used include: -make it funny -make it epic AND funny -funnier!!! Please be nice to my team as many of them will be laid off/replaced by AI

More from Anatoly Karlin 🧲💯

Anatoly Karlin 🧲💯

There was a strong elite consensus that Hillary would win in 2016. Silver was way more skeptical than the mean in that class! Perhaps even more so @elonmusk himself - who donated to Hillary's campaign. Why would he do that if he thought Trump was going to win?