Karpathy's LLM Wiki Method: Human-in-the-Loop is Key

blaizedsouza · x · 2026-08-24

The post corrects common misconceptions about automating Karpathy's LLM Wiki, highlighting three critical steps often missed:

Ingest One at a Time: Process sources individually, read summaries, and guide the agent on emphasis.
File Back Answers: Save valuable Q&A content back into the wiki as new pages instead of leaving it in chat history.
Run Lint: Ask the agent to health-check for contradictions, stale claims, orphan pages, and missing links.

The core philosophy is that the wiki compounds through you, not around you.

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