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Relevant Is Not Authorized: Put Identity Before Agent Memory Retrieval

TL;DR for operators Bio-MemArt1 addresses a problem that ordinary memory retrieval does not solve: a memory can be highly relevant to a query and still belong to the wrong user. Its intervention is deliberately narrow. Each persistent KV-memory block receives a biometric owner template. At query time, the current face or palmprint representation is compared with those templates. Memories that fail a calibrated similarity threshold are excluded before semantic retrieval begins. The original MemArt retrieval and generation machinery then operates only on the surviving memories. ...

October 1, 2026 · 7 min · Zelina