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A-TMA: Decoupling State-Aware Memory Failures in Long-Term Agent Memory
长期记忆系统中“幽灵记忆”如何导致状态失效？解读LLM代理事实变化的协调故障
arXiv:2607.01935v1 Announce Type: new Abstract: Long term memory lets LLM agents act as persistent assistants, but user facts change. A useful memory …