Clarity Gate

Clarity Gate is a specialized verification protocol designed to safeguard RAG systems and knowledge bases by ensuring documents are properly qualified before ingestion. Unlike standard detection tools that merely identify existing hedges, Clarity Gate enforces the presence of uncertainty markers where epistemically required, transforming standard markdown into validated Clarity-Gated Documents (CGD). By implementing a rigorous nine-point verification framework and a mandatory human-in-the-loop (HITL) workflow, it ensures that assumptions, projections, and unvalidated data are never mistaken for absolute facts by downstream AI models.

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使用场景