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Continual Knowledge Updating in LLM Systems: Learning Through Multi-Timescale Memory Dynamics
不重建模型，让大模型在多时间尺度记忆动力学中持续更新知识，打造可持续AI新范式。
arXiv:2605.05097v3 Announce Type: replace-cross Abstract: LLMs are trained once, then deployed into a world that never stops changing. External memory…