@article{preactbenchbenchmarkingpredictivemonitor, title = {PreAct-Bench: Benchmarking Predictive Monitoring in LLMs}, author = {Hainiu Xu and Italo Luis da Silva and Jiangnan Ye and Yuhao Wang and Wei Liu and Linyi Yang and Jonathan Richard Schwarz and Nicola Paoletti and Yulan He and Hanqi Yan}, year = {2026}, eprint = {2606.09890}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.09890}, }