In an agentic AI architecture review, an architect is mapping a need to a specific exam objective. Which choice best applies the official guidance for long-term memory implementation choice?

AImplement memory mechanisms for long-term context retention.

BUse model repository layout as the primary method for short-term memory.

CReplace task decomposition with a compliance audit trail.

DTreat stateful orchestration as only a UI styling concern.

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