@article{weakcriticsmakestronglearnersonpolicycri,
  title = {Weak Critics Make Strong Learners: On-Policy Critique Distillation for Scalable Oversight},
  author = {Can Jin and Jiakang Li and Rui Wu and Eddy Zhang and Dimitris N. Metaxas},
  year = {2026},
  eprint = {2606.00424},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.00424},
}