The sharing economy, led by platforms like Uber and Airbnb, uses technology to make capital like cars and homes more efficient, but it also creates significant labor insecurity. Without an income floor, workers in these flexible markets face high stress regarding rent and basic survival. UBI would provide the necessary stability to make a flexible, on-demand labor market work for the participants rather than against them.