Memory as Middleware for Self-Improving AI Agents
AI agents are stateless across sessions by default and therefore operationally amnesic: each session begins with little durable knowledge of prior failures, repairs, preferences, or successful strategies. As a result, agents repeat the same mistakes and discard hard-won experience. The dominant fix is \emph{bespoke mem...
K. Jayaram, Vatche Isahagian, Vinod Muthusamy et al.
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