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In the first phase of the generative AI boom, the winning strategy was straightforward: own the physical bottleneck. Alphabet’s plan announced this week to raise $80 billion suggests that the next phase may hinge on something else—the ability to finance AI capacity at scale without undermining returns. Physical scarcity has defined the AI era so far. Companies scrambled to secure GPUs, advanced packaging, memory and data-center shells.
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