@article{thinkthenverifyahypothesisverificationmu,
  title = {Think, Then Verify: A Hypothesis-Verification Multi-Agent Framework for Long Video Understanding},
  author = {Zheng Wang and Haoran Chen and Haoxuan Qin and Zhipeng Wei and Tianwen Qian and Cong Bai},
  year = {2026},
  eprint = {2603.04977},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.04977},
}