AI as "Co-founder": GenAI for Entrepreneurship

2025-12-06

AI Summary

This paper investigates the causal mechanisms and heterogeneous effects of generative artificial intelligence (GenAI) on new business formation. Method: Leveraging the ChatGPT launch as an exogenous shock and combining high-resolution firm registration data with geocoded grid-level identifiers, we employ a quasi-natural experimental design for causal inference. Results: GenAI significantly boosts micro-enterprise entry in regions with high AI-related human capital—accounting for 6.0% of new firms. The effect is driven predominantly by first-time entrepreneurs and induces a structural shift toward “lightweight entrepreneurship”: newly founded firms exhibit smaller scale, leaner teams, and reduced external financing needs. We are the first to conceptualize GenAI as a “co-founder,” empirically demonstrating that it reshapes the entrepreneurial ecosystem by lowering cognitive and operational barriers. These findings provide novel micro-level evidence on technology-enabled inclusive entrepreneurship and yield actionable policy implications.

Technology Category

• Humans and AI: Other Foundations of Human Computation & AI
• Natural Language Processing: Generation
• Philosophy and Ethics of AI: Artificial General Intelligence

Application Category

• Economics, Online Markets and Human Computation: Trust and reliance of crowd workers and data experts on GenAI
• Social Networks and Social Media: Generative AI / large language models and their impact on social systems
• Responsible Web: Machine-in-the-loop, human agency and autonomy

Abstract

This paper studies whether, how, and for whom generative artificial intelligence (GenAI) facilitates firm creation. Our identification strategy exploits the November 2022 release of ChatGPT as a global shock that lowered start-up costs and leverages variations across geo-coded grids with differential pre-existing AI-specific human capital. Using high-resolution and universal data on Chinese firm registrations by the end of 2024, we find that grids with stronger AI-specific human capital experienced a sharp surge in new firm formation$unicode{x2013}$driven entirely by small firms, contributing to 6.0% of overall national firm entry. Large-firm entry declines, consistent with a shift toward leaner ventures. New firms are smaller in capital, shareholder number, and founding team size, especially among small firms. The effects are strongest among firms with potential AI applications, weaker financing needs, and among first-time entrepreneurs. Overall, our results highlight that GenAI serves as a pro-competitive force by disproportionately boosting small-firm entry.

Problem

• Examines GenAI's impact on firm creation dynamics
• Analyzes ChatGPT release as shock lowering startup costs
• Identifies AI-human capital's role in small firm surge

Innovation

• Leveraging ChatGPT release as a global shock to lower start-up costs
• Exploiting geographic variations in AI-specific human capital for identification
• Using high-resolution firm registration data to analyze small-firm entry