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Artificial intelligence is rapidly entering clinical practice through one of the least controversial doors in medicine: documentation. Ambient AI scribes promise to listen to the clinical encounter, reduce administrative burden, generate notes, and give clinicians back some of the time that electronic health records have taken away. In a healthcare system strained by workforce shortages, burnout, and growing demand, that promise matters. Documentation burden is not a minor in

Mental health rating scales are everywhere. The PHQ-9, GAD-7, HAM-D, BDI, PANSS, MADRS, and PCL-5 have become part of the ordinary language of psychiatry, primary care, clinical trials, epidemiology, and digital mental health. Their appeal is obvious: they are brief, standardized, scalable, easy to score, and useful for communication across clinicians, settings, and research studies. But their very usefulness can create a dangerous illusion. A rating scale can make distress a

Psychiatry Diagnoses Patterns, Not Lesions In many areas of medicine, diagnosis is anchored by an observable lesion, an imaging finding, a laboratory abnormality, or a physiological measurement that narrows uncertainty. Psychiatry has always been different. Its central evidence is not usually a biomarker but a human pattern: what a person experiences, when it began, how it changed, what preceded it, what protects or worsens it, how it affects functioning, how it relates to fa

For decades, psychiatric assessment has relied on a familiar model: a patient and clinician meet at the same time, in the same place, and the interview becomes the primary source of information used to understand symptoms, formulate diagnoses, and guide treatment. This approach remains fundamental to psychiatric care and is unlikely to disappear. Yet a growing body of research raises an important question: What if some clinically meaningful information is easier to disclose o

The Problem with Psychiatric Classification For decades, psychiatry has relied on diagnostic systems such as the DSM and ICD to organize mental disorders. These systems have undoubtedly improved communication, research, and clinical practice. Yet many longstanding challenges remain: Two patients with the same diagnosis may look entirely different clinically. Many patients meet criteria for multiple diagnoses simultaneously. Boundaries between disorders are often unclear. Biol