ViralLoop

Yeah, AI progress is totally, definitely stalling... Look at MathArena Apex. GPT-5.1 scored 1%. Gemini 3 scored 23%. That is a >20x jump on one of the hardest reasoning tasks we have. But sure, keep your head in the sand...

2.4K likes183 repliesPosted Nov 18, 2025

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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.
Uses concrete numbers instead of vague claims, which makes it credible and quotable.
Admits a failure or a cost, which buys trust that a polished post cannot.
Uses short lines and white space, which makes a long post feel quick to read.
Follows a clear Hook → Context → Context → Context → Context → Turn shape, so the reader always knows where they are.
Ends on a short line that is easy to quote and repeat.

The mechanics

Hook: Plain observation
Structure: Hook → Context → Context → Context → Context → Turn
Style: Short lines with heavy white space, built to be scanned.
Tone: concrete, punchy, corporate
Mechanisms: Specificity, Vulnerability
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

Post by Matt Shumer on X