ViralLoop

Sonnet 3.7 is extremely inefficient in terms of output tokens and performant tool use Huge opportunity for DeepSeek, Qwen or Llama to improve coding and tool use Billions being wasted at the moment on frivolous tokens

488 likes48 repliesPosted Mar 11, 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.
Frames the idea around what the reader stands to lose, which is more motivating than gain.
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
Mechanisms: Loss aversion
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

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