arXiv cs.CLPaper
SIC-Agents: Benchmarking and Building an Adaptive Simulator for Pediatric Serious Illness Communication Training
LLM simulators for high-stakes communication training is a real application. The novelty is curriculum-adaptation: the framework learns what clinicians need to practice and improves based on feedback. If you're in healthcare AI or simulation, this model matters. For agent builders, it's proof that domain-specific dialogue adaptation beats generic dialogue quality.