ViralLoop

First major national effort to harness AI to speed up research. I am curious about specifics on compute investment, and “domain-specific foundation models” trained on federal scientific data is a different goal than catching up to frontier general-purpose AI, but interesting.

169 likes8 repliesPosted Nov 24, 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.
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.
Quotes someone directly, which makes the moment concrete rather than summarised.

The mechanics

Hook: Plain observation
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.

Topics

AI Science

Post by Ethan Mollick on X