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Why it worked

The mechanics

Hook
Style
Tone
Written for

Analysis by ViralLoop — not written by the original author.

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Post by Eugene Yan on X

Eugene Yan@eugeneyan

Models will get better/cheaper, and swapping could be as simple as updating the model id. Thus, focus on the durable components of your system, such as evals, guardrails, data flywheel for finetuning, serving infra if self-hosting, etc. t.co

222 likes4 repliesPosted Jun 20, 2024

View the original on X Written by Eugene Yan. Captured Sep 4, 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 → Context → Landing shape, so the reader always knows where they are.
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 → Context → Landing
Style: Conversational paragraphs at a steady pace.
Tone: punchy
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

Topics

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Eugene Yan on AI · ViralLoop