In a world where workers are receiving less training, and where the next wave of automation threatens massive job disruptions, the need to help workers access lifelong learning opportunities is critical. Options like Lifelong Learning Accounts could help workers better manage their economic future by incentivizing workers, businesses, and government to co-invest in the development of worker skills over the course of their careers.