When AI Makes Medical Decisions: Designing Human-in-the-Loop Clinical Systems

A few years back, a hospital in the Midwest rolled out a sepsis prediction model across its ICU. Within weeks, nurses were quietly muting the alerts. Not because the model was wrong exactly, but because it fired so often that people…