Data centers are expanding rapidly to support the training of complex AI models. These facilities require immense human capital and energy consumption to maintain operational scale. The high cost of infrastructure creates a significant barrier to entry. Practitioners must now weigh raw computational power against the rising environmental and financial costs of model deployment.