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Post by Aryaman Arora on X

Aryaman Arora@aryaman2020

I’m very glad to see that Anthropic interp has caught up to the idea of generating a bunch of contrastive synthetic data for extracting supervised steering vectors from! It’s unfortunate that there’s no prior work to cite on this…

443 likes20 repliesPosted Apr 2, 2026

View the original on X Written by Aryaman Arora. Captured Sep 4, 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

Ends on a short line that is easy to quote and repeat.
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.

The mechanics

Hook: Plain observation
Structure: Hook → Landing
Style: Conversational paragraphs at a steady pace.
Tone: personal, energetic
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

Topics

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Aryaman Arora on AI · ViralLoop