Algorithms in the Dark: Why AI Diagnostic Tools Keep Missing Mental Health Conditions
Artificial intelligence has demonstrated remarkable accuracy in detecting cardiovascular disease, diabetic retinopathy, and certain cancers—yet depression and anxiety continue to elude algorithmic detection at troubling rates. Understanding why AI struggles with psychiatric disorders is not merely a technical question; it is a matter of patient safety and equitable care. This article examines the structural and philosophical barriers standing between today's diagnostic AI and meaningful mental h