A bitemporal, source-bound memory model with a verified-head release gate achieves 100% on its own frozen contract tests and sealed service arms, while explicitly limiting claims to bounded internal surfaces.
APEX-MEM: Agentic semi-structured memory with temporal reasoning for long- term conversational AI
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Governed Persistent Memory: Source-Bound State Semantics and Fail-Closed Release for Long-Horizon Agents
A bitemporal, source-bound memory model with a verified-head release gate achieves 100% on its own frozen contract tests and sealed service arms, while explicitly limiting claims to bounded internal surfaces.