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context management 1large language models 1memory visualization 1state proprioception 1tool agents 1

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cs.CL2026

LLM Agents Are Latent Context Managers: Eliciting Self-Managed Context via State Proprioception

Binyan Xu, Haitao Li, Kehuan Zhang

The paper demonstrates that large language model agents can better manage their working memory when given an interface that reveals the size, age, and usage of each memory block, i…