ViralLoop

Amjad Masad@amasad

Based on benchmarks, OpenAI’s o3 seems like a genuine breakthrough in AI. Maybe a start of a new paradigm. But what new is also old: under the hood it might be Alpha-zero-style search and evaluate. The author of ARC-AGI benchmark @fchollet speculates on how it works:

1.9K likes26 repliesPosted Dec 20, 2024

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Viral score

Based on absolute engagement — the platform doesn’t expose follower counts here, so large accounts score higher.

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Why it worked

Opens with a short, self-contained line that is easy to take in at a glance.
Follows a clear Hook → Context → Turn → Landing shape, so the reader always knows where they are.
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.
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: Plain observation
Structure: Hook → Context → Turn → Landing
Style: Conversational paragraphs at a steady pace.
Tone: punchy
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

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