Fig. 1: Comparative workflow for current gold standard versus LLM-based approach for NTS assessment and coaching for a surgical event.
From: Feasibility of large language models for assessing and coaching surgeons’ non-technical skills

Classical ML are excluded, as they do not support natural language generation.