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Terminal Symmetry as a Carrier of Asymmetric Process Knowledge: Statewise Refinement for Anytime Verified Construction

2026-09-07 12:00 Science 🔥 42.2 heat score
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On September 7, 2026, arXiv published the paper “Terminal Symmetry as a Carrier of Asymmetric Process Knowledge: Statewise Refinement for Anytime Verified Construction”, officially introducing the new framework called SymBuild. This framework combines process evidence with terminal correspondence and defines the carrier framework using ordinal rank merging, aiming to achieve state optimization and anytime verified construction. The research team evaluated it in three construction areas: computer-aided design (CAD) assembly, Mini-Programs, and precise filling packaging, and tested the instantiation of the additional framework in four areas. The experimental results showed that, compared with the Static method, SymBuild achieved better results in the above three areas in terms of anytime ve…

Related eventsRELATED EVENTS
Key entitiesKEY ENTITIES
GRNStaticSymBuild

Coverage · reports per dayLANGUAGE SPLIT

Entity relations
GRN × Static1GRN × SymBuild1Static × SymBuild1

SignalsSIGNALS

Keyword heat
  • SymBuild1
  • Static1
  • GRN1

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A arXiv cs.AI en 2026-09-07 12:00

Terminal Symmetry as a Carrier of Asymmetric Process Knowledge: Statewise Refinement for Anytime Verified Construction

arXiv:2608.11318v3 发布论文《Terminal Symmetry as a Carrier of Asymmetric Process Knowledge: Statewise Refinement for Anytime Verified Construction》,提出 SymBuild 框架将过程证据与终端对应结合,利用序数秩合并定义载体框架。SymBuild 在计算机辅助设计(CAD)装配、Mini-Programs 和精确填充打包三个构建领域进行评估,并在四个领域测试额外框架实例化。实验显示,SymBuild 相比 Static 方法在三个构建领域的 anytime verified success 曲线下面积分别提升 6.77、21.75 和 8.68 分;在几何推理网络(GRN…