@article{tokenpredictorsarenotplannersbuildingphy,
  title = {Token Predictors Are Not Planners: Building Physically Grounded Causal Reasoners},
  author = {Zheng Lu and Mingqi Gao and Qinlei Xie and Wanqi Zhong and Hanwen Cui and Heng Cao and Zirui Song and Yifan Yang and Chong Luo and Bei Liu and Yiming Li},
  year = {2026},
  eprint = {2606.01810},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.01810},
}