APA (7th ed.) Citation

Wang, X., Zhang, Y., Gong, Z., Gao, H., Meng, F., Zhou, Z., . . . Su, S. (2026). From Helpfulness to Toxic Proactivity: Diagnosing Behavioral Misalignment in LLM Agents.

Chicago Style (17th ed.) Citation

Wang, Xinyue, Yuanhe Zhang, Zhengshuo Gong, Haoran Gao, Fanyu Meng, Zhenhong Zhou, Li Sun, Yang Liu, and Sen Su. From Helpfulness to Toxic Proactivity: Diagnosing Behavioral Misalignment in LLM Agents. 2026.

MLA (9th ed.) Citation

Wang, Xinyue, et al. From Helpfulness to Toxic Proactivity: Diagnosing Behavioral Misalignment in LLM Agents. 2026.