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arxiv_cs_cl ยท Nov 3, 2026 ยท paper

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One Assistant, Many Memories: Benchmarking Real-World Group Assistance When Recall Is Not Enough

arxiv.orgNov 3, 2026
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The value of memory lies not only in recall but in using it to provide appropriate assistance. Recent benchmarks test memory use in personalisation and agentic tasks, but seldom evaluate assistance without fixed answe...

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