---
type: source
title: "Karpathy's LLM Wiki Pattern"
author: "Yuchen J (@Yuchenj_UW)"
url: "https://x.com/Yuchenj_UW/status/2040482771576197377"
date: 2026-04-04
domain: ai-alignment
format: tweet
status: unprocessed
tags: [llm, knowledge-base, wiki, karpathy-response]
---

## Content

Karpathy's 'LLM Wiki' pattern: stop using LLMs as search engines over your docs. Use them as tireless knowledge engineers who compile, cross-reference, and maintain a living wiki. Humans curate and think.

1,352 likes, 45 replies. Includes a diagram generated by Claude agent.

## Key Points

- Reframes LLM usage from search engine to knowledge engineer
- LLMs should compile, cross-reference, and maintain living wikis
- Humans retain the curation and thinking roles
- Distillation of Karpathy's LLM Knowledge Base workflow