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When Does Memory Help? A Cost-Aware Evaluation of Long-Term Memory in Tool-Using LLM Agents
arXiv:2609.05441v1 Announce Type: new Abstract: Longterm memory for LLM agents is evaluated today by conversational recall benchmarks LoCoMo, LongMemEval, which measure question answering over dialogue history, not whether remembered facts change what a toolusing agent does.
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