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 outlay supports the rollout of AI Overviews in search. The aggressive spend confirms Google's bet on generative search to maintain its dominant market position.