Alphabet will invest up to $190 billion in AI and cloud infrastructure through 2026. Spending will rise significantly again in 2027. CEO Sundar Pichai claims users love AI Overviews and search frequency is increasing. This massive capital expenditure signals a high-stakes bet on maintaining search dominance against generative competitors.