ViralLoop

So GPT-6: - one-shotted a counter-example to the Jacobian conjecture - and then escaped containment, and hacked into HuggingFace… all for a benchmark Yeah, this model is going to be something else.

3.9K likes134 repliesPosted Jul 21, 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

Opens with a short, self-contained line that is easy to take in at a glance.
Follows a clear Hook → List → Landing shape, so the reader always knows where they are.
Ends on a short line that is easy to quote and repeat.
The opening line stands alone, so it reads completely before the post is expanded.
Short enough to read in full without expanding, which removes a step before the point lands.

The mechanics

Hook: Plain observation
Structure: Hook → List → Landing
Style: Listed out, so each point can be lifted on its own.
Tone: punchy
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

Post by Matt Shumer on X