AI RESEARCH
MemVerse: Multimodal Memory for Lifelong Learning Agents
arXiv CS.AI
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ArXi:2512.03627v2 Announce Type: replace Despite rapid progress in large-scale language and vision models, AI agents still suffer from a fundamental limitation: they cannot remember. Without reliable memory, agents catastrophically forget past experiences, struggle with long-horizon reasoning, and fail to operate coherently in multimodal or interactive environments. We