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The mechanics

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Analysis by ViralLoop — not written by the original author.

Post by QC on X

the epistemic situation around LLM capabilities is so strange. afaict it's a publicly verifiable fact that gemini 2.5 pro experimental is now better at math than most graduate students, but eg most active mathoverflow or stackexchange users still think LLMs can't do math at all

996 likes60 repliesPosted Mar 29, 2025

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

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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.
Short enough to read in full without expanding, which removes a step before the point lands.

The mechanics

Hook: Plain observation
Structure: Hook → Landing
Style: Conversational paragraphs at a steady pace.
Tone: plain, matter-of-fact
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

Topics

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More from QC

spooky implication that there is potentially some whole universe of "shadow math" that you have to make inhuman mental movements to access so no human have done so yet, that is going to be increasingly revealed by frontier models

QC on AI · ViralLoop