GPU shortage has become so severe that even Nvidia's internal research divisions struggle to secure enough processors for AI development.

A global GPU shortage is fundamentally reshaping the artificial intelligence industry landscape

Nvidia, the dominant GPU manufacturer, is experiencing internal supply constraints affecting its own research teams

The extreme demand for computing power in the AI race has created bottlenecks even for the company best positioned to meet demand

The crunch highlights how competitive pressure and rapid AI adoption have outpaced hardware production capacity