Microsoft and Dell bet on local AI to cut cloud costs
Source: SiliconANGLE
Microsoft and Dell are positioning on-device AI execution as a cost-control lever against cloud provider pricing power, particularly as enterprises face ballooning inference bills from reasoning models and agentic workloads. Copilot+ PCs with local neural processing offer a concrete alternative to routing every AI task through Azure or AWS, restructuring the economics of enterprise AI deployment and threatening cloud vendors' high-margin inference revenue. This exposes a real tension: cloud providers benefit from centralized workloads, but device makers and enterprises benefit from decentralization, making this a structural competitive wedge.