AIBullisharXiv – CS AI · 8h ago6/10
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Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline
Researchers evaluated eight memory systems for LLM agents across five different scenarios and found that agent-controlled memory management outperforms fixed pipeline designs. The study introduces AutoMEM, a new memory harness that achieves superior cross-scenario generality by allowing agents active control over storage and retrieval operations.