AINeutralarXiv – CS AI · 9h ago6/10
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Agent Memory: Characterization and System Implications of Stateful Long-Horizon Workloads
Researchers present the first comprehensive systems characterization of LLM agent memory architectures, introducing a taxonomy and profiling framework to analyze how different design choices impact performance across write and read paths. The study benchmarks ten representative systems and derives actionable recommendations for optimizing agent memory at scale.