Background: The American Society of Anesthesiologists Physical Status (ASA-PS) classification system fundamentally shapes perioperative care delivery but suffers from poor interrater reliability (0.4‐0.6). Machine learning (ML) models and large language models (LLMs) offer complementary remedies: ML...