@article{deepresearchpretrainingviapredictivenavi,
  title = {Deep Research Pretraining via Predictive Navigation},
  author = {Jiang Zhou and Zhiyuan Fan and Xing Wu and Tinghao Yu and Feng Zhang and Lilin Wang},
  year = {2026},
  eprint = {2608.00432},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.00432},
}