@article{artisagenticriskawaretesttimescalingviai, title = {ARTIS: Agentic Risk-Aware Test-Time Scaling via Iterative Simulation}, author = {Xingshan Zeng and Lingzhi Wang and Weiwen Liu and Liangyou Li and Yasheng Wang and Lifeng Shang and Xin Jiang and Qun Liu}, year = {2026}, eprint = {2602.01709}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.01709}, }