AI RESEARCH
Human-Like Lifelong Memory: A Neuroscience-Grounded Architecture for Infinite Interaction
arXiv CS.AI
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ArXi:2603.29023v1 Announce Type: cross Large language models lack persistent, structured memory for long-term interaction and context-sensitive retrieval. Expanding context windows does not solve this: recent evidence shows that context length alone degrades reasoning by up to 85% - even with perfect retrieval.