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MemOS 2.0 open-source project update introduces the 'execute and learn' mechanism, enabling the AI Agent to automatically deconstruct and distill experience when completing tasks, evolving hierarchically from raw trajectories to muscle memory, resulting in a dedicated assistant that understands you better as you use it.
MemOS Local Plugin 2.0 update has been released, introducing the "Learn by Doing" feature, which allows the agent to convert key steps during task execution into reusable, scorable cognitive assets, thereby achieving continuous learning and memory in the local environment.