AI Updates and Regressions

Send us Fan Mail We examine how clinician-built AI can safely support emergency care, where consumer tools fall short, and why planning, context, and evaluation matter more than model hype. We also share a patient-facing approach to unify records and recordings for safer, clearer answers. • differences between consumer and medical‑grade AI, HIPAA and BAAs • model regressions, sycophancy, and hallucinations • context engineering and planned prompting for safety • ambient clinical decision sup...