GPU Management: Why Idle GPUs Are the New Grounded Aircraft

The next real constraint in enterprise AI is GPU utilization rather than model intelligence—GPUs incur financing, depreciation, power, and cooling costs by calendar hour, while output is counted only in compute hours, mirroring the cost structure of grounded airliners.