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Artificial intelligence

The 2 Gigawatt AI Inference Problem

Daniel Singer
Daniel Singer
Nov 11, 2025 at 3:33 PM1 min read
AI inference now draws 2 gigawatts of power at scale. From agentic workflows to multimodal AI, serving costs compound—but new platforms trim watts and dollars per token.
<p>An illustration of the key themes and players in the growing electricity power demand of AI inference, the process of serving the outputs to users.</p>

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