Microsoft shifts AI cost burden toward devices as cloud bills climb

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Microsoft is reworking how AI costs are split between cloud infrastructure and devices. The move reflects pressure from rising cloud bills as AI demand scales. It also points to a broader strategy shift toward pushing more AI processing onto Windows PCs and edge hardware. For software vendors, this suggests changing buyer priorities around AI deployment, cloud optimization, and device-capable workloads.

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