Anthropic’s paper studies how AI systems express values in real-world use and presents a taxonomy built from thousands of observed value expressions. Rather than defining values only in theory, it examines the patterns that emerge when systems interact with users in practice. The result is a grounded view of how AI values appear outside the lab, which can inform evaluation, governance, and product design.