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Harness the Memory: A Holistic Evaluation of Memory Substrates in Memory Agents
arXiv cs.CL — Computation and Language
Factual evidence
What the source reports
ArXiv paper evaluates agent memory substrates, including dense, sparse, structured, and hierarchical stores for long-horizon tasks.
Open sourceOneBench interpretation
Institutional assessment
So what
Agent architectures moving into long-horizon financial workflows require standardized memory benchmarks to optimize retrieval latency and accuracy.
Do what
Ask your enterprise architecture team to benchmark candidate agent frameworks against these substrate performance profiles.