Alphabet will invest up to $190 billion in AI and cloud infrastructure through 2026. Spending will rise significantly again in 2027, according to Sundar Pichai. This massive capital expenditure supports the scaling of AI Overviews within search. The aggressive spend confirms Google's commitment to maintaining compute dominance despite rising operational costs.