The conversation around skills is intensifying. Organizations are building taxonomies, validation models, confidence scores, and credentialing systems designed to bring rigor and credibility to workforce capability. In highly regulated environments, this shift makes sense. When risk is high, the ability to validate knowledge and technical proficiency is not optional — it is essential. But there is an important question that often gets overlooked in the rush toward structure: