When Memory Metrics Hide Memory Policies

Manav Malhotra · May 2026 · Preprint

Same-stream evaluation and policy-facing lookup diagnostics for persistent-agent memory.

This paper studies same-stream evaluation and policy-facing lookup diagnostics for persistent-agent memory. It shows how standard memory metrics can pass while the memory policy lacks the stable stored-claim handle needed for governance operations.

Paper