@article{statecommitmentlearningtraininglanguagem,
  title = {State commitment learning: training language models to distinguish computation from memory},
  author = {Fei Ding and Yongkang Zhang and Runhao Liu and Yuhao Liao and Zijian Zeng and Huiming Yang},
  year = {2026},
  eprint = {2606.05201},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.05201},
}