The Computational Sovereignty Crisis
The global hardware market has over the last few quarters been aggressively migrating towards local hardware-accelerated processing. The era of relying on large-scale cloud data centers for every single standard ML query has slowly come to a halt. In its stead, the consumer and enterprise tech space has been saturated by ‘AI 'PCs'—personal computing terminal hardware equipped with dedicated Neural Processing Units (NPUs) capable of running billions of parameters in local silicon.










