Peking Univ & DeepSeek Paper: Dynamic Architecture for Self-Evolving Agents
burny_tech · x · 2026-08-14
Peking University and DeepSeek released a paper, A Programming Paradigm for Spatiotemporal Composability, tackling the stability challenges of next-gen Agents continuously modifying their own Harness.
The paper proposes a dynamic component theory built around Cordis with two core concepts:
- Temporal Composability: Side effects from component loading must have inverses. The Runtime automatically tracks and undoes them upon removal, ensuring mechanistic recoverability.
- Spatial Composability: Components declare dependencies. When a Provider changes, the system auto-recalculates and reactivates only affected components.
The research provides a complete lifecycle, dependency ordering, and transactional HMR, formally proving the system reaches a stable state equivalent to a fresh assembly. This is critical for building robust Self-Evolving Agent Harnesses.
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