Shiyun Xiong

BehaviorSFT: Behavioral Token Conditioning for Health Agents Across the Proactivity Spectrum

Large Language Models (LLMs) as agents require careful behavioral adaptation. While adept at reactive tasks (e.g., medical reasoning), LLMs often struggle with proactive engagement, like unprompted identification of critical missing information or risks. We introduce **BehaviorBench**, a comprehensi