Karpathy's LLM Wiki Pattern: When Compiled Knowledge Beats RAG
Andrej Karpathy's LLM Wiki compiles raw sources into a maintained knowledge base before queries ever arrive — eliminating embedding drift, chunk-boundary errors, and retrieval noise. Here's when it beats RAG and when it doesn't.




