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Why it worked

The mechanics

Hook
Style
Tone
Written for

Analysis by ViralLoop — not written by the original author.

andy jones on AI · ViralLoop

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Post by andy jones on X

andy jones@andy_l_jones

i am glad this chart is public now because it is bananas. it is ridiculous. it should not exist. it should be taken less as evidence about anthropic's execution or potential and more as evidence about how weird the world we've found ourselves in is.

anthropic revenue growth; $100M, $1B and $14B in successive years

735 likes26 repliesPosted Feb 12, 2026

View the original on X Written by andy jones. Captured Sep 4, 2026.

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42

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

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 → 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

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More from andy jones

This is one of the papers I'm proudest to have been involved in, because it's just such an absolute caricature. If you'd told me three years ago that there'd be an 'unsafe code' feature that also triggered on _images_ of 'turn off safe browsing', I'd have laughed.