The Kilowatt Floor Under Cloud Margins

Microsoft's Maia 300 silicon push at OCP Summit targets tokens per megawatt rather than peak FLOPS. When datacenter power bottlenecks cap inference volume, custom hardware defends gross margins against GPU depreciation.