Alphabet and Microsoft will lead a $5 trillion investment spree by 2030 to dominate artificial intelligence. Shareholders expect these massive capital expenditures to maintain high profitability. However, historical financial data suggests such aggressive spending rarely yields universal success. This creates a high-risk environment for Big Tech as they race for dominance.