
The massive financial commitments directed toward centralized artificial intelligence hubs are encountering a structural crisis as the economic viability of the hyperscaler model deteriorates under the pressure of rapid architectural shifts. While the industry spent the last several years pouring hundreds of billions into colossal server farms, the technological landscape has pivoted toward a more fragmented and efficient future. This










