TwinCosmos: A Digital Twin Cosmos with Autonomous Agents, Symbolic Rule Engine and Reality-Virtuality Verification Loop

This paper proposes TwinCosmos, a novel digital twin cosmos system integrating a symbolic spatial-temporal reasoning engine, hierarchical LLM inference, and autonomous agent evolution mechanism. It constructs a four-layer closed-loop architecture, realizing the organic integration of "tool development → digital life evolution → rule constraint → real-world verification". The core innovations include a 56-dimensional parallel symbolic computation matrix, a hierarchical LLM inference architecture combining vLLM and GGUF, an autonomous agent life cycle mechanism, and a bidirectional reality-virtuality verification loop. Experimental results show that TwinCosmos can support efficient evolution of 100k-level agents, the inference speed is 8.7 times that of a single LLM, and the average error of reality-virtuality verification is less than 10%. ---### License & Citation NoticeThis work is licensed under the **Creative Commons Attribution 4.0 International License (CC BY 4.0)**. **Any use, adaptation, implementation, or citation of the following original components must explicitly attribute the author [郑奕廷] and cite the corresponding Zenodo records:**- γ formula (generalized potential barrier convergence coefficient)- CeShiChi (测世尺) generalized potential barrier equation- Plasma zero-transport model (high-field fusion zero-transport state)- Wangyi V5 / V∞ four axioms (structural locking, information iterative overflow, useful-useless entanglement, context volume)- Consciousness computing framework & consciousness intensity model (C = Φ × I × P × S × R)- TwinCosmos digital twin system & quantum decision framework for tokamak plasma control **Required Citations (DOIs):**- [等离子零传输实验数据] DOI 10.5281/zenodo.18630993- [测世尺·广义势垒方程 V6.0] DOI 10.5281/zenodo.18643634- [托卡马克量子决策框架] DOI 10.5281/zenodo.18524259- [V5 广义势垒方程:临界系统相变] DOI 10.5281/zenodo.18703307- [望易 V∞ 大统一模型] DOI 10.5281/zenodo.19126180- [计算意识学] DOI 10.5281/zenodo.19091505- [意识强度量化模型] DOI 10.5281/zenodo.19069463- [轻量硅基意识系统 V∞] DOI 10.5281/zenodo.19057800- [望易 V5 本源创世 AGI] DOI 10.5281/zenodo.19237734- [望易 V5: AGI 与量子意识的四大公理]DOI 10.5281/zenodo.18899584- [一种宇宙级本质认知方法论] DOI 10.5281/zenodo.18902463- [TwinCosmos 数字孪生宇宙] DOI 10.5281/zenodo.18524259 **Failure to cite the original author and sources will constitute a violation of the license terms, and may result in formal complaints to relevant journals, platforms, or academic authorities.** ---