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From the 1 of 6 linked papers with an AI index.

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cs.AI2026

Deployment-Time Memorization in Foundation-Model Agents

Lei, Chen, Guilin Zhang +8

Foundation-model agents are increasingly long-lived systems that remember users across interactions, making memorization an explicit deployment-time function rather than solely a p…

cs.AI2026

Adaptive Memory Admission Control for LLM Agents

Guilin Zhang, Wei Jiang, Xiejiashan Wang +5

LLM-based agents increasingly rely on long-term memory to support multi-session reasoning and interaction, yet current systems provide little control over what information is retai…