Skyrocketing infrastructure expenses are driving Big Tech firms to slash non-AI spending. Companies now prioritize GPU clusters and energy grids over traditional corporate overhead. This pivot forces a lean operational model to sustain massive compute requirements. Practitioners should expect fewer experimental product launches as capital concentrates on core LLM development and scaling.