IF IT LASTS, capacity will increase.
But it won't last. The AI boom is in exponential growth but it's based on heavy speculation about future value and the bubble will absolutely pop, how agressively depends on how dumb people are about now. The current growth may or may not be entirely justified but it's not sustainable, the free investor money does run out. These back and forth self-dealing deals where companies that own big pieces of each other announce "partnerships" where companies are selling resources essentially to themselves and counting the revenue several times... those are a sign of the approaching peak.