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The Watt-Per-Token Era: Why Energy-Efficient Inference Is the Next Core Developer Skill

For the last few years, the AI conversation has been about capability: bigger models, longer context windows, better benchmarks. But if you’ve shipped anything with an LLM in production, you’ve already met the other constraint: every token costs something, and a lot of that cost is electricity . In…

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  1. 2026-11-09 20:01 · DEV Community — Machine Learning
    The Watt-Per-Token Era: Why Energy-Efficient Inference Is the Next Core Developer Skill

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