DeepSeek & Peking University Paper Unveils Self-Evolving Agent Architecture
量子位 · wechat · 2026-08-14
DeepSeek and Peking University published a paper detailing Cordis, the core framework behind DeepSeek Harness, addressing spatiotemporal composability.
Traditional plugin systems often require full process restarts upon unloading, which disrupts AI agents. Cordis introduces "revertible effects" for state rollback (time dimension) and "reactive coeffects" for dynamic dependency resolution (space dimension).
Validated over 4 years in the Koishi chatbot framework with 4,000+ plugins, this architecture provides the foundational infrastructure for self-evolving agents to dynamically manage their own tools.
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