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News/MemCog: From Memory-as-Tool to Memory-as-Cognition in Conversational Agents
arxiv
PublishedMay 28, 2026 at 4:00 AM
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MemCog: From Memory-as-Tool to Memory-as-Cognition in Conversational Agents

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arXiv:2605.28046v1 Announce Type: new Abstract: Existing agent memory systems universally follow what we term a Memory-as-Tool paradigm where a single query triggers one-shot retrieval of flat passage lists, suffering from passive invocation, reasoning-retrieval decoupling, and structural mismatch b

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