AI RESEARCH
From Storage to Experience: A Survey on the Evolution of LLM Agent Memory Mechanisms
arXiv CS.AI
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ArXi:2605.06716v1 Announce Type: new Large Language Model (LLM)-based agents have fundamentally reshaped artificial intelligence by integrating external tools and planning capabilities. While memory mechanisms have emerged as the architectural cornerstone of these systems, current research remains fragmented, oscillating between operating system engineering and cognitive science. This theoretical divide prevents a unified view of technological synthesis and a coherent evolutionary perspective.