This episode unpacks the promise and pitfalls of AI scribes in emergency medicine, focusing on workflow innovation and the reality of bias in medical LLMs. Jeremy and Zarah dig into a cutting-edge documentation pipeline and a systematic review that reveals how bias permeates clinical AI. Hear practical takeaways for deploying these tools responsibly in the ED.