生成式人工智能与金融

Generative AI and Finance

Annual Review of Financial Economics · 2025
被引 5 · 同刊同年前 9%
ABS 3

中文导读

本文综述了生成式AI对金融职业、企业价值和研究方法的影响,为学者和从业者使用AI工具提供实用指南。

Abstract

Since ChatGPT's release in 2022, demand for artificial intelligence (AI)–related skills in finance has grown rapidly, as generative AI drives significant technological changes in both the financial research field and the broader economy. We show that financial occupations are highly exposed to the productivity effects of generative AI, review the literature on the impact of ChatGPT on firm value, and provide directions for future research investigating the impact of this major technology shock. Generative AI also holds great potential as a tool for finance researchers and practitioners: We review and describe innovations in research methods linked to improvements in AI tools, along with their applications. We offer a practical introduction to available tools and advice for researchers in academia and industry interested in using these tools.

金融人工智能劳动经济学公司金融研究方法