Miles Brundage on AI

Cool work + I'm glad Anthropic open sourced it, but I wish they'd stop calling this kind of thing "auditing." It's a black box evaluation of one LM by another with very arbitrary scoring. Useful, but no need to make it sound more rigorous than it is. t.co

154 likes6 repliesPosted Oct 6, 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

Uses concrete numbers instead of vague claims, which makes it credible and quotable.
Contradicts something the audience already believes, which stops the scroll.
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, concrete
Mechanisms: Specificity, Pattern interrupt
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

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