Preference Reasoning under Indeterminacy in Large Language Models

Hadi Hosseini, Samarth Khanna, Xiyuan Wang

As large language models evolve into decision-making agents, the ability to reason over preferences becomes fundamental to alignment, coordination, and collective intelligence. Yet…