Artificial Intelligence and Firms' Systematic Risk

61 Pages Posted: 25 Jun 2024

See all articles by Tania Babina

Tania Babina

University of Maryland - Robert H. Smith School of Business; National Bureau of Economic Research (NBER); Centre for Economic Policy Research (CEPR)

Anastassia Fedyk

University of California, Berkeley - Haas School of Business

Alex Xi He

University of Maryland - Robert H. Smith School of Business

James Hodson

AI for Good; Cognism; Jožef Stefan Institute

Date Written: November 18, 2023

Abstract

We provide direct evidence that firms' investments in new technologies affect the composition of firms' risk profiles. Leveraging comprehensive data on firm-level artificial intelligence (AI) investments, we document that firms that invest more in AI experience increases in their systematic risk, measured by market beta. This is unique to AI: robotics, IT, organizational capital, and R&D investments do not display similar effects. Our results are consistent with AI investments creating growth options: AI-investing firms become more growth-like, and the effect on market betas concentrates during market upswings and periods of increased news and attention around AI advances.

Keywords: Artificial intelligence, technology, systematic risk, market beta, asset pricing, growth options, cost of capital JEL: D22, E22, J23, J24, L11, O33

Suggested Citation

Babina, Tania and Fedyk, Anastassia and He, Alex Xi and Hodson, James, Artificial Intelligence and Firms' Systematic Risk (November 18, 2023). Available at SSRN: https://ssrn.com/abstract=4868770 or http://dx.doi.org/10.2139/ssrn.4868770

Tania Babina

University of Maryland - Robert H. Smith School of Business ( email )

National Bureau of Economic Research (NBER) ( email )

1050 Massachusetts Avenue
Cambridge, MA 02138
United States

Centre for Economic Policy Research (CEPR) ( email )

London
United Kingdom

HOME PAGE: http://taniababina.com

Anastassia Fedyk (Contact Author)

University of California, Berkeley - Haas School of Business ( email )

545 Student Services Building, #1900
2220 Piedmont Avenue
Berkeley, CA 94720
United States

Alex Xi He

University of Maryland - Robert H. Smith School of Business ( email )

College Park, MD 20742-1815
United States

HOME PAGE: http://www.alexxihe.com/

James Hodson

AI for Good ( email )

800 Arlington Boulevard
El Cerrito, CA 94530
United States
9177449036 (Phone)
9177449036 (Fax)

HOME PAGE: http://ai4good.org

Cognism ( email )

92 Albert Embankment
London, SE17TT
United Kingdom

HOME PAGE: http://cognism.com

Jožef Stefan Institute ( email )

Jamova cesta 39
Ljubljana, 1000
Slovenia

HOME PAGE: http://ailab.ijs.si

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