The Karpathy LLM Wiki framework involves a three-level structure: raw data ingestion, summarization and structuring of data, and schema creation that tells the AI where data is stored and how to access it, enabling knowledge base growth without loss of maintainability.

factualpending

Speaker

Adam

Evidence Quote

there's a three-level structure there. We're going to talk about the raw digestion of data, then the summarization and structuring of that data, uh and then the the schema creation so that the AI knows where that data is, how it's stored, and and how to access it

Source

Karpathy's LLM Wiki Goes Further Than Everyone RealisedAdam Goodyer
Created: 8/13/2026, 9:47:09 AM

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