Evaluating the Effectiveness of Black-Box Prompt Optimization as the Scale of LLMs Continues to Grow. - Ziyu Zhou; Yihang Wu; Jingyuan Yang 008; Zhan Xiao; Rongjun Li (CoRR, 2025)