concepts

Natural language can act as an in-context control surface that streams rich, constrained UI and links users into deeper web views.

Karpathy’s pattern: LLMs compile raw sources into a persistent interlinked markdown wiki—entity/concept pages, index, log—rather than re-deriving answers from RAG on every query.