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Why it worked

The mechanics

Hook
Style
Tone
Written for

Analysis by ViralLoop — not written by the original author.

Post by Andrej Karpathy on X

Andrej Karpathy@karpathy

Someone recently suggested to me that the reason OpenClaw moment was so big is because it's the first time a large group of non-technical people (who otherwise only knew AI as synonymous with ChatGPT as a website) experienced the latest agentic models.

4.1K likes275 repliesPosted Apr 9, 2026

View the original on X Written by Andrej Karpathy. 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

Promises an answer and holds it back, which pulls the reader down the post.
Opens a question in the reader’s mind and withholds the answer until later.
Short enough to read in full without expanding, which removes a step before the point lands.

The mechanics

Hook: Promises an answer it withholds
Structure: Hook
Style: Conversational paragraphs at a steady pace.
Tone: personal
Mechanisms: Curiosity gap
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

Topics

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More from Andrej Karpathy

Andrej Karpathy

And an example of some of the summary metrics produced by the $100 speedrun in the report card to start. The current code base is a bit over 8000 lines, but I tried to keep them clean and well-commented. Now comes the fun part - of tuning and hillclimbing.

Andrej Karpathy

I don't know what labs are doing to these poor LLMs during RL but they are mortally terrified of exceptions, in any infinitesimally likely case. Exceptions are a normal part of life and healthy dev process. Sign my LLM welfare petition for improved rewards in cases of exceptions.

Andrej Karpathy on AI · ViralLoop