A tiny capacitor, choking AI's neck
Everyone knows that the most expensive component in an AI server is the GPU. But how many tiny capacitors, each smaller than a fingernail, are crammed into a next-generation GPU rack? The answer is forty to sixty thousand. These are MLCCs (Multilayer Ceramic Chip Capacitors), the "rice" of the electronics industry—unremarkable yet indispensable. A phone has hundreds, a car has tens of thousands, and an AI server directly requires tens of thousands. The current absurdity is this: No matter how expensive GPUs are, NVIDIA can manufacture them. Yet this tiny capacitor costing just a few cents has recently become the bottleneck strangling AI development...



















