ViralLoop

One of our most popular preprints of 2025 is now published in @ScienceMagazine. Congrats to @BrianHie, @samuelhking, and team on establishing a framework for generating and evaluating AI-generated genomes. - Access the paper: t.co

197 likes10 repliesPosted Aug 6, 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

Leads with a specific number, which is concrete enough to be worth a second of attention.
Ends on a short line that is easy to quote and repeat.
The opening line stands alone, so it reads completely before the post is expanded.
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.
Short sentences keep the pace up, so the reader never has to re-read a line.

The mechanics

Hook: Leads with a number
Structure: Hook → List
Style: Listed out, so each point can be lifted on its own.
Tone: corporate
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

Topics

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