The authors examine how AI is reshaping entrepreneurship by making it easier for individuals to build and scale businesses without hiring employees. Using Census Bureau, international business registration, and Stripe platform data, they argue the recent surge in business formation reflects a structural shift toward AI-enabled solopreneurs rather than a temporary post-pandemic trend.