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DeepSeek unveils Super Agent architecture; Meta and Fourier build Muse humanoid robot prototype Max

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The DeepSeek Harness team unveiled its Super-agent design, which uses a dual-layer architecture, event-driven operation, asynchronous multi-channel interaction, separation of storage and compute, and an external watchdog to let the agent maintain context across sessions and advance multiple tasks in parallel. Internal instances are already involved in reproducing and fixing issues and in code review.

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