@article{probabilisticsoundnessguaranteesinllmrea,
  title = {Probabilistic Soundness Guarantees in LLM Reasoning Chains},
  author = {Weiqiu You and Anton Xue and Shreya Havaldar and Delip Rao and Helen Jin and Chris Callison-Burch and Eric Wong},
  year = {2025},
  eprint = {2507.12948},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2507.12948},
}