On the possibilities and limitations of LLM-based multi-agent systems for multi-criteria decision-making in healthcare operations management

Multi-criteria models for healthcare operations need weights that express how stakeholders trade off patient waiting time, provider workload, and operating cost, but these weights are difficult to quantify. Teams of large language model (LLM) agents, each prompted to represent a stakeholder, have be