MARCH Orders: When AI Holds a CT Case Conference
Opening — Why this matters now Most enterprise AI systems still behave like an overconfident intern: fast, articulate, and occasionally wrong in ways that become expensive. In medicine, that is not charming. It is liability with punctuation. A newly uploaded paper introduces MARCH (Multi-Agent Radiology Clinical Hierarchy), a framework for generating CT radiology reports by imitating how real radiology departments reduce error: junior draft, peer review, senior adjudication. Instead of one model producing one answer and hoping for applause, several specialized agents disagree productively until consensus emerges. ...