ViralLoop

I don't actually think it was a mistake to hire LLM skeptics until recently. LLMs could have been a dead end, and RL is arguably more important these days anyway. But not updating to "oh this stuff works" after ChatGPT means you're probably inflexible in lots of other ways.

200 likes18 repliesPosted May 27, 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.
Contradicts something the audience already believes, which stops the scroll.
Admits a failure or a cost, which buys trust that a polished post cannot.
Frames the idea around what the reader stands to lose, which is more motivating than gain.
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.

The mechanics

Hook: Plain observation
Structure: Hook → Turn
Style: Conversational paragraphs at a steady pace.
Tone: personal
Mechanisms: Pattern interrupt, Vulnerability, Loss aversion
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

Topics

AI Hiring Lessons

Post by Kevin Roose on X