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ARTICLE41

AI Citation Registries and Consistency Signals in Machine Interpretation

DEV.to AIΒ·April 14, 2026

The content analyzes how AI, by processing fragmented information based on probability, can lose original attribution and context, leading to inaccurate responses. It suggests AI citation registries and repeatable record structures to reduce uncertainty and stabilize information provenance and recency.

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