OpenAI found that 61.5% of real-world AI work requests could not be mapped to an occupation. This article examines what that missing majority reveals about traditional job-based workforce models—and why measuring work through governed, reusable skills provides a clearer view of AI impact, workforce capability, and how work actually gets done.