The Most Dangerous Number in Healthcare AI Is the Average
·2109 words·10 mins
A strong average score can hide the patients and care settings where healthcare AI breaks. Skin-tone gaps, validation shortcuts, and weak postmarket monitoring make subgroup evidence more important than another headline AUROC.
