@article{verifyinggoodregulatorconditionsforhyper,
  title = {Verifying Good Regulator Conditions for Hypergraph Observers: Natural Gradient Learning from Causal Invariance via Established Theorems},
  author = {Max Zhuravlev},
  year = {2026},
  eprint = {2603.09067},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.09067},
}