infrastructure is evolving beyond brute-force processing, with performance per watt and cost per token emerging as critical metrics. This shift demands a rethinking of hardware design, thermal management, and financial strategies in the race for scalable intelligence.
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.
