How Much Prompt Is Enough? A Blackbox Minimization of Few-Shots in LLMs

Ali Alfageeh, Rahul Gopinath, Amin Alipour

Prompts are the primary mechanism for directing the behavior of large language models (LLMs). Yet the internal structure and causal hierarchy of prompts remain poorly understood: w…