AI Factories: The New Infrastructure of Intelligence
TL;DR
AI factories are token factories, converting power into intelligence in real time. And as agentic AI scales and autonomous, always-on special agents are deployed in the enterprise, performance per watt and cost per token become the economics that matter. AI factories are token factories, converting power into intelligence in real time. And as agentic AI scales and autonomous, always-on special agents are deployed in the enterprise, performance per watt and cost per token become the economics that matter.
Nauti's Take
The opportunity is huge: teams that lock in performance per watt and cost per token early will build sustainable AI businesses, a clear step beyond brute-force scaling. The risk is massive electricity demand and the worry that only hyperscalers can fund this scale, squeezing the market and the climate.
Operators with a sharp efficiency focus benefit; hype-driven investors with no energy strategy will hit a wall.
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