Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language Models

Prompt Risk Control is a framework for selecting prompts that control the risk of unacceptably poor model outputs according to user-chosen risk measures, enabling responsible deployment of large language models.