NHN Cloud reports that individual AI queries consume approximately 10 times more power than standard search operations, reflecting growing energy demands in artificial intelligence infrastructure. The company highlights the emergence of 210 kilowatt GPU racks as a response to these intensive computational requirements in the AI era.