Rapid hardware obsolescence is turning massive AI capital expenditures into a financial liability. Big Tech firms face a depreciation time bomb as expensive chips lose value faster than expected. This cycle forces constant reinvestment just to maintain performance. CFOs must now balance aggressive scaling against the shrinking lifespan of GPU clusters.