One-person companies are becoming a key strategy for major cities to compete for AI talent. Beijing has provided concrete policy support: college students who successfully register are given 100k RMB. AI tool subsidies cover 50%, with a maximum annual subsidy of 2 million RMB. Housing assistance is also offered. By encouraging this lightweight form of entrepreneurship, employment pressure can be alleviated, since as long as you register—regardless of profitability—you are not counted as unemployed.