The market consistently misprices the physical infrastructure required to sustain exponential technological growth. Right now, the structural bottleneck for artificial intelligence (AI) is not silicon availability. The true bottleneck is thermal management. Next-generation GPUs operate at thermal densities that shatter the limits of legacy cooling architectures. Hyperscalers recognize this physical limit and are aggressively locking down viable supply chains to prevent catastrophic deployment delays.