Alphabet will invest up to $190 billion in AI and cloud infrastructure through 2026. CEO Sundar Pichai expects spending to rise significantly again in 2027. This massive capital commitment supports the scaling of AI Overviews within Search. The aggressive spend signals a high-stakes bet on generative search to maintain market dominance.