arXiv cs.CLPaper
ESPO: Error-Structured Prompt Optimization via Diagnose, Diversify, and Stabilize
Prompt engineering at scale gets marginally more systematic here. The real win is shorter prompts with better results, which cuts costs and inference time. For teams running high-volume prompt optimization, this might be worth evaluating against your current pipeline, but this is incremental technique work, not a capability shift.