EP235: SAGE AI s Memory Bottleneck

Title: SAGE: A Self-Evolving Agentic Graph-Memory Engine for Structure-Aware Associative MemorySource: http://arxiv.org/abs/2605.12061v1Summary:SAGE introduces a self-evolving graph-memory engine that couples a memory writer with a Graph Foundation Model-based reader to create a dynamic, self-improving long-term memory substrate. This framework is foundational for its architectural move beyond static RAG, enabling agents to autonomously refine their structure-aware associative memory through downstream feedback.