About the presentation
The poster focused on combining LLM-driven scenario synthesis with virtual reality training environments to strengthen fire commander decision-making. The work explores how AI-generated incident variations can support more flexible, repeatable, and realistic training for command-level emergency response.
The meeting brought together NSF-supported researchers and principal investigators working across mixed reality, AI, and human-centered systems, making it a valuable venue for discussing how immersive AI tools can support public-safety training.