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#artificial intelligence Preprint Oct 2026

Gated Memory: Admission-Controlled Memory Formation for Conversational AI

Personalized conversational AI relies on long-term memory systems that extract facts from user utterances and store them in persistent vector stores. Despite progress in retrieval, deduplication, and lifecycle management, the formation stage, the moment a fact is first written to storage has received almost no principl...

Preeti Saraswat, Divya Neelagiri, A. Manoj · 0 citations

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