@article{promasproactiveerrorforecastingformultia, title = {ProMAS: Proactive Error Forecasting for Multi-Agent Systems Using Markov Transition Dynamics}, author = {Xinkui Zhao and Sai Liu and Yifan Zhang and Qingyu Ma and Guanjie Cheng and Naibo Wang and Chang Liu}, year = {2026}, eprint = {2603.20260}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.20260}, }