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statistical-certification

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NatBrian / compiled-wiki-lifecycle

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Paper + experiments: compiled-wiki lifecycle with 4 stages (compile, certify, maintain, retract) for LLM-compiled wikis, providing certified correctness guarantees over evolving corpora. Includes minimal llm-wiki implementation.

nlp wiki reproducible-research knowledge-base research-paper preprint machine-unlearning knowledge-compilation rag large-language-models llm retrieval-augmented-generation llm-wiki karpathy-llm-wiki not-peer-reviewed statistical-certification
  • Updated Jul 9, 2026
  • Python

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