GenAI降低创业门槛，尤其助推小企业创办，改变创业生态。
AI as "Co-founder": GenAI for Entrepreneurship
- 以ChatGPT发布为外生冲击，分析不同地区AI人才密度对创业的影响
- AI人才多的区域新创企业增加6.0%，主要来自小型初创公司
- 适合首次创业者、轻资产、有AI应用潜力的群体，推动更公平竞争
本文研究生成式人工智能（GenAI）在多大程度上促进企业创立，以及其作用机制与适用人群。利用2022年11月ChatGPT发布作为全球性冲击，结合地理网格层面的前期AI相关人力资本差异，基于截至2024年底中国的企业注册高分辨率数据，发现拥有更强AI特定人力资本的区域出现显著的新企业成立激增——完全由小型企业贡献，占全国企业新增总量的6.0%。大型企业进入量下降，符合向轻型创业模式转移的趋势。新创企业资本规模、股东数量和创始团队人数均更小，尤以小企业为甚。效果在具备潜在AI应用、融资需求较低及首次创业者中最强。总体表明，GenAI作为促竞争力量，显著提升了小企业进入率。
原文摘要 · Abstract (English)
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.
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