@article{safescientisttowardriskawarescientific, title = {SafeScientist: Toward Risk-Aware Scientific Discoveries by LLM Agents}, author = {Kunlun Zhu and Jiaxun Zhang and Ziheng Qi and Nuoxing Shang and Zijia Liu and Peixuan Han and Yue Su and Haofei Yu and Jiaxuan You}, year = {2025}, eprint = {2505.23559}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.23559v1}, }