Entrepreneurship & Small Business Support

Entrepreneurship and small business support policies provide pathways for workers to create their own livelihoods rather than depending entirely on employer-provided jobs. These policies operate through several mechanisms: self-employment assistance programs that allow unemployed workers to collect benefits while starting businesses instead of searching for wage jobs; public grants and subsidized lending for early-stage ventures; technical assistance and training through small business development centers; and regulatory simplification that reduces the barriers to business formation. The goal is to complement traditional employment by expanding the range of ways people can participate economically, particularly when conventional job opportunities are contracting or shifting.

If AI displaces workers across a wide range of occupations, the traditional assumption that most people will find new wage employment may not hold, particularly in regions or sectors where employer demand is contracting faster than new roles emerge. Entrepreneurship support offers an alternative adjustment pathway: rather than waiting for employers to create replacement jobs, displaced workers can create their own economic opportunities, whether by leveraging existing domain expertise or by pursuing new ventures with the support of training and mentorship programs. Public investment in entrepreneurship infrastructure (training, mentorship, access to capital, and simplified business formation) can widen this pathway beyond those who already have savings and networks, making self-employment a viable option for a broader cross-section of displaced workers. AI may also create entirely new market niches as industries reorganize, opening opportunities for small firms that can move faster (likely with the help of AI tools) than large incumbents to serve emerging needs.

There is an important distinction between opportunity entrepreneurship (pursuing ventures voluntarily to capture market possibilities) and necessity entrepreneurship (self-employment as a survival response to job loss). Without adequate support, AI-driven displacement could expand precarious self-employment rather than dynamic business creation. Self-employment also lacks the benefits that typically accompany traditional employment — such as health insurance, retirement contributions, paid leave, unemployment insurance — leaving entrepreneurs more exposed to economic shocks. Entrepreneurship is also not a viable pathway for all workers; it requires risk tolerance and a mix of managerial and technical skills that are unevenly distributed across the workforce. Even among those who do pursue it, business formation is characterized by high failure rates and highly skewed returns, meaning that many participants may not achieve stable incomes even with support.