In knowledge-based white-collar work, there has been a significant increase in productivity in recent times. Tasks that once took days or even weeks—such as research, content creation, and visual generation—can now be completed within minutes. At the same time, both the speed of production and the quality of output are continuously improving. The outcomes are unavoidable.