- Essays··8 min read
The Compute Bill Sitting Under J-MID
Japan and Korea are deploying AI across every teaching-hospital radiology workflow — yet neither ministry nor hospital consortium has published the electricity budget for the inference stack. Continuous report drafting, MRI classification and admission triage draw power differently from the scanners they augment, and the gap between an H100 rack and a Furiosa chip is a hospital-substation decision. The operating energy assumption under each country's AI hospital programme remains unwritten.
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The Chart You Validated Twelve Seconds Faster
Computer-assisted coding has moved medical-coder productivity from a question of raw throughput to one of validation quality — yet most organisations still measure charts per hour. This essay argues that the coders who slow down to challenge AI suggestions on complex cases generate more net revenue than those who clear the queue fastest, and that the standard dashboard is structurally blind to the denials it prevents.
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