{"id":"karpathy-llm-wiki","text":"Andrej Karpathy (2026) independently proposed an 'LLM Wiki' — a persistent structured knowledge base that an LLM incrementally builds and maintains instead of re-discovering knowledge from scratch. Same diagnosis (RAG is stateless waste), same general solution (persistent knowledge artifact). EEM goes further: justification chains, retraction cascades, measured results across 4 model families. Independent convergence from a credible source validates the core insight.","truth_value":"IN","source":"https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f","source_url":"","source_hash":"","justifications":[],"dependents":["independent-validation"],"metadata":{},"created_at":"","updated_at":"","reviewed_at":"","verified_at":"","retracted_at":"","explanation":{"steps":[{"node":"karpathy-llm-wiki","truth_value":"IN","reason":"premise"}]}}