In shifting incentives away from automation and productivity towards rewarding work, several principles are crucial: reforming the tax system to align with desired outcomes, amplifying labor voice, directing government funding to appropriate research, establishing an AI division within government, and transforming business models. These principles aim to alter incentives, as incentives drive outcomes. Even though tools to change incentives may not always work perfectly, the focus should be on achieving a desirable outcome through these principles.