ViralLoop

I assume Google escapes this trap, but this is what happened to Meta with Llama 4 and xAI post Grok 4. Only company to have escaped the "disappointing next giant model trap" without a major setback to their lead was OpenAI, with Orion/GPT-4.5.

433 likes25 repliesPosted Jul 16, 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

Promises an answer and holds it back, which pulls the reader down the post.
Written from experience rather than as advice, which is harder to argue with.
Short enough to read in full without expanding, which removes a step before the point lands.
Quotes someone directly, which makes the moment concrete rather than summarised.

The mechanics

Hook: Promises an answer it withholds
Structure: Hook → Landing
Style: Conversational paragraphs at a steady pace.
Tone: personal
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

Post by Ethan Mollick on X