Xiangru Tang, Qiao Jin, Kunlun Zhu, Tongxin Yuan, Yichi Zhang, Wangchunshu Zhou, Meng Qu, Yilun Zhao, Jian Tang, Zhuosheng Zhang, Arman Cohan, Dov Greenbaum, Zhiyong Lu, Mark Gerstein. "Risks of AI scientists: prioritizing safeguarding over autonomy." Nature Communications, 2025. doi:10.1038/s41467-025-63913-1