---
title: "Google Replaced The Karpathy's LLM Wiki"
source_url: https://youtu.be/k4sMSsMzX2g
captured_at: 2026-06-27
author: "AI LABS"
contributor: "ชิดชนก"
platform: youtube
---
# Google Replaced The Karpathy's LLM Wiki

youtube video by **AI LABS**, 11m53s, uploaded 2026-06-26. URL: https://youtu.be/k4sMSsMzX2g
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## Shared in LINE Note+
- 2026-06-27 10:29 by ชิดชนก

## Description
Your second brain breaks down at scale, and running it like a Claude OS doesn't fix it. In this video we break down Google's Open Knowledge Format (OKF): the new standard that gives your AI agents a portable, fast-to-search knowledge base, built on the LLM Wiki pattern from Andrej Karpathy.

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If you've ever set up a second brain or tried to run your whole setup like an AI OS or Claude OS, you already know the problem. Every system is built around one person's workflow, so it's hard to share and even harder for an agent to navigate. Claude doesn't know what already exists in your knowledge base, so it searches by matching keywords, wastes tokens, and sometimes drops files in the wrong place. OKF fixes that by standardizing how knowledge is organized, the same way MCP standardized tool access, skills standardized reusable instructions, and standards like agents.md and design.md standardized agent and design context.

The problem: why your second brain stops scaling
- Why a knowledge base built around one person's workflow is