Human and LLM Facilitation in Collaborative Design Meetings: A Computational Behavioral Comparison

Large language models (LLMs) are increasingly being explored as facilitators of group discussion and collaborative work, but the behavioral differences between LLM-generated and human facilitation remain insufficiently characterized. We compare human Project Manager facilitation turns from scenario-