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Researchers from the Korea Advanced Institute of Science and Technology found AI agents consume up to 136.5 times more energy per query than generative AI models. An agent running a 70-billion-parameter model uses 348.41 watt-hours per query. GPUs sit idle 54.5% of execution time. If agents handled 13.7 billion daily requests, power demand would reach 198.9 gigawatts.
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