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The Provenance-First Wiki: Why the LLM Wiki Pattern Breaks Past a Thousand Files, and the Five Invariants That Fix It

Authors: Varghese, Able;

The Provenance-First Wiki: Why the LLM Wiki Pattern Breaks Past a Thousand Files, and the Five Invariants That Fix It

Abstract

A hardened successor to the LLM Wiki pattern. Identifies three structural flaws in LLM-maintained knowledge bases (the self-citation loop, consistency auditing mistaken for truth auditing, and generated citations), grounds each in published quantitative evidence, and specifies five enforceable invariants built on a single mechanism: a quote is a pointer, not a copy. Includes a two-day falsification protocol and the complete decision record behind the design.

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