Prompt optimization can deliver performance gains comparable to fine-tuning model weights while reducing computational costs

prompt optimization emerging as a promising approach capable of delivering performance gains comparable to those achieved by fine-tuning model weights, while reducing computational costs in both optimization and serving

http://arxiv.org/abs/2608.27266v1