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Post by Jonathan Gallagher on X

Jonathan Gallagher@BeingJonG

Most LLMs are (obviously) not aware that there exists a counter-example to the jacobian conjecture, and because it is so easily verifiable, you can just send this to them and say "it came to me in a dream" and watch them freak out

2.2K likes28 repliesPosted Jul 20, 2026

View the original on X Written by Jonathan Gallagher. Captured Sep 4, 2026.

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51

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.
Opens on a negative, which reads as a warning and is harder to ignore than a claim.
Quotes someone directly, which makes the moment concrete rather than summarised.

The mechanics

Hook: Plain observation
Structure: Hook
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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Jonathan Gallagher on AI · ViralLoop