Karpathy’s LLM Wiki: Automating the Maintenance of Human Knowledge

This pattern shifts the LLM's role from a simple query tool to an active librarian that autonomously structures and maintains complex knowledge bases. By automating the high-cost tasks of cross-referencing and summarization, it offers a sustainable alternative to traditional RAG and manual note-taking systems.