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Why it worked

The mechanics

Hook
Style
Tone
Written for

Analysis by ViralLoop — not written by the original author.

BURKOV on AI · ViralLoop

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Post by BURKOV on X

If today's disappointing release of Llama 4 tells us something, it's that even 30 trillion training tokens and 2 trillion parameters don't make your non-reasoning model better than smaller reasoning models. Model and data size scaling are over.

702 likes26 repliesPosted Apr 6, 2025

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

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39

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

Contradicts something the audience already believes, which stops the scroll.
Ends on a short line that is easy to quote and repeat.
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
Mechanisms: Pattern interrupt
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

Topics

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