Schema Entropy

Entity infrastructure degradation from lack of maintenance. Manifests as declining AI citation rates, weakened parametric recall, and corroboration signal decay. Monitor through quarterly schema entropy rate measurements. Combat with continuous schema validation, source tier maintenance, and temporal consistency protocols. Unmanaged schema entropy moves organizations from Defended to Contested posture without visible warning in standard analytics.

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