@article{veritasvalueawareonpolicydistillationfor,
  title = {Veritas++: Value-aware On-Policy Distillation for Perception-Enhanced AIGI Detection},
  author = {Hao Tan and Jun Lan and Zichang Tan and Ajian Liu and Zijian Yu and Chuanbiao Song and Huijia Zhu and Weiqiang Wang and Jun Wan and Zhen Lei},
  year = {2026},
  eprint = {2607.27113},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.27113},
}