From a categorical perspective, Alphabet’s present architecture of artificial-intelligence deployment must be judged not merely by its capacity to generate revenue, but by whether its underlying maxim—treating
Alphabet’s risk factors must be read as a single compounding exposure, not six independent silos. The same shift from AI answering questions to AI acting inside search, advertising, cloud,
