@article{evolvescalersynthesizinginformationevolu,
  title = {EvolveScaler: Synthesizing Information-Evolution Contexts via Executable State Machines and Natural-Language Rendering},
  author = {Ziliang Zhao and Zenan Xu and Shuting Wang and Zhao Wang and Bowen Cao and Minda Hu and Lincheng Li and Pluto Zhou and Zhicheng Dou},
  year = {2026},
  eprint = {2609.08435},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.08435},
}