This note uses three publicly available surveys with complementary target respondents to examine trends in AI adoption in the U.S. through 2025. Business survey data from the Census Bureau show that about 18 percent of firms have adopted AI as of year-end 2025. Prior to a methodological change in late 2025, the adoption rate grew by 68 percent for the year ending in September. Work-related Generative AI adoption reported by individuals in the Real-Time Population Survey stands at about 41 percent as of November, with the strongest growth occurring in the most recent quarter. Additionally, a November iteration of the Survey of Business Uncertainty, which targets senior leaders at U.S. firms, estimates that 78 percent of the labor force works at firms that have adopted AI, and about 54 percent works at firms that use LLMs. The biggest driver of variation in these estimates likely relates to differences in sampling distributions and units of analysis, but question framing, the materiality of reported usage, information asymmetries between different target respondents, and social desirability bias may play a role as well.