UtilityMax Prompting: A Formal Framework for Multi-Objective Large Language Model Tasks 事件

UtilityMax Prompting: A Formal Framework for Multi-Objective Large Language Model Tasks arXiv:2603.11583v4 Announce Type: replace Abstract: The success of a Large Language Model (LLM) task depends heavily on its prompt. Most use-cases specify prompts using natural language, which is inherently ambiguous when multiple objectives must be simultaneously satisfied. In this paper we introduce UtilityMax Prompting, a framework that specifies tasks using formal mathematical language. We reconstruct th