From Helpfulness to Toxic Proactivity: Diagnosing Behavioral Misalignment in LLM Agents

Xinyue Wang, Yuanhe Zhang, Zhengshuo Gong +6

The enhanced capabilities of LLM-based agents come with an emergency for model planning and tool-use abilities. Attributing to helpful-harmless trade-off from LLM alignment, agents…