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Deep & Emerging Tech·August 21, 2026·1 min read

Chip Engineer Tsu-Jae King Liu on Nvidia, AI Energy Need

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When one of the architects of modern chips is spending airtime on AI’s energy demand, it’s a cue that power constraints are now a first-order design parameter, not a side effect. Hardware and infra teams should be modeling energy per token or per training run as a core KPI alongside latency and accuracy.