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Oct 21, 2026 · Artificial Intelligence

Memory as Governance: Lifecycle, Feedback & Forgetting for Reliable AI Actions

This article presents KDC's memory runtime framework, where memory objects undergo lifecycle stages—formation, reinforcement, decay, conflict, forgetting, migration, archival—governed by feedback validation and error attribution, enabling AI systems to selectively apply historical experience rather than indiscriminately accumulating it.