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.
翻译:本文研究了生成式人工智能(GenAI)是否、如何以及为哪些群体促进了企业的创立。我们的识别策略利用了2022年11月ChatGPT的发布作为一项全球性冲击,该冲击降低了创业成本,并利用了地理编码网格单元之间预先存在的AI特定人力资本的差异。通过使用截至2024年底的中国企业注册的高分辨率全覆盖数据,我们发现,具有更强AI特定人力资本的网格单元经历了新企业数量的急剧增长——这完全由小型企业驱动,贡献了全国企业新增总量的6.0%。大型企业的新增数量下降,这与向更精简创业模式的转变趋势一致。新企业在资本规模、股东数量和创始团队规模上均更小,尤其是在小型企业中。这种效应在具有潜在AI应用场景、融资需求较弱的企业以及首次创业者中最为显著。总体而言,我们的研究结果表明,GenAI通过不成比例地促进小型企业的进入,成为了一股促进竞争的力量。