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The mechanics

Hook
Style
Tone
Written for

Analysis by ViralLoop — not written by the original author.

Post by Stella Biderman on X

Stella Biderman@BlancheMinerva

It’s super weird to me that there’s so much discourse about whether Anthropic is “consistent.” Anthropic is choosing to make decisions that make the world a significantly worse and potentially more dangerous place. That’s what you should criticize them for.

300 likes8 repliesPosted Jun 9, 2026

View the original on X Written by Stella Biderman. Captured Sep 4, 2026.

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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

Short enough to read in full without expanding, which removes a step before the point lands.
Quotes someone directly, which makes the moment concrete rather than summarised.

The mechanics

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

Analysis by ViralLoop — not written by the original author.

Topics

Posts built the same way

Attorney General Pamela Bondi

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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

It’s patently absurd that Apple isn’t smart enough to make their own AI, yet is somehow capable of ensuring that OpenAI will protect your security & privacy! Apple has no clue what’s actually going on once they hand your data over to OpenAI. They’re selling you down the river.

More from Stella Biderman

Stella Biderman

DeepSeek is more aligned to my values than any US frontier lab. I wish EleutherAI had the billions it took to do this work, but since we have less than 1/1000th of that I take a lot of joy in seeing someone else do what needs to be done.

Stella Biderman on AI · ViralLoop