Reflection in the Dark: Exposing and Escaping the Black Box in Reflective Prompt Optimization. - Shiyan Liu; Qifeng Xia; Qiyun Xia; Yisheng Liu; Xinyu Yu; Rui Qu (CoRR, 2026)