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AI memory should be structured product state, not hidden prompt stuffing. The author built Jung Room, a non-clinical AI self-exploration tool, using governed handoff artifacts. Memory needs user inspection, correction, pausing, export, and explicit lifecycle control. Structured retrieval must explain why an item was selected.
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