@article{monitorabilityasafreegifthowrlvrspontane,
  title = {Monitorability as a Free Gift: How RLVR Spontaneously Aligns Reasoning},
  author = {Zidi Xiong and Shan Chen and Himabindu Lakkaraju},
  year = {2026},
  eprint = {2602.03978},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.03978},
}