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Chinese researchers unveil MemOS, the first ‘memory operating system’ that gives AI human-like recall
Researchers unveil MemOS, a breakthrough "memory operating system" for AI that delivers 159% improvement in reasoning tasks and enables persistent memory across sessions.
“Large Language Models (LLMs) have become an essential infrastructure for Artificial General Intelligence (AGI), yet their lack of well-defined memory management systems hinders the development of long-context reasoning, continual personalization, and knowledge consistency,” the researchers write in their paper. “Existing models mainly rely on static parameters and short-lived contextual states, limiting their ability to track user preferences or update knowledge over extended periods,” the team explains. The system’s MemScheduler component dynamically manages different types of memory — from temporary activation states to permanent parameter modifications — selecting optimal storage and retrieval strategies based on usage patterns and task requirements.
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