@misc{agarwal2026learningactrefuseguarding, title={Learning When to Act or Refuse: Guarding Agentic Reasoning Models for Safe Multi-Step Tool Use}, author={Aradhye Agarwal and Gurdit Siyan and Yash Pandya and Joykirat Singh and Akshay Nambi and Ahmed Awadallah}, year={2026}, eprint={2603.03205}, archivePrefix={arXiv}, primaryClass={cs.CL}, url={https://arxiv.org/abs/2603.03205}, }