Katie🌻Moussouris (she/her/she-ra/she-hulk) 🪷 on AI

Katie🌻Moussouris (she/her/she-ra/she-hulk) 🪷@k8em0

I wrote about what was actually in that #Fable guardrail bypass research paper, and why it should never have triggered an #AI model export control. We can't export control our way to cyber resilience. So many tshirt ideas. t.co

me wearing a black tshirt with pink writing.
Front: fix this code
Back: this shirt is a munition

364 likes12 repliesPosted Jun 15, 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

Contradicts something the audience already believes, which stops the scroll.
Follows a clear Hook → Turn → Landing shape, so the reader always knows where they are.
Written from experience rather than as advice, which is harder to argue with.
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.
Opens on a negative, which reads as a warning and is harder to ignore than a claim.

The mechanics

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

Analysis by ViralLoop — not written by the original author.

Topics

AI Science

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