The distinction made between data for validation versus ideation is a critical nuance that often gets lost in the rush to be "data-driven." Analysis of the Anthropic study illustrates that even biased samples can yield meaningful signals—like power user skepticism—provided we rigorously scrutinize who the population actually represents rather than just accepting the headline.