Strategic Management & Leadership
AI Specialization for Pathways of Economic Diversification
External / Open Access
Abstract
The growth in AI is rapidly transforming the structure of economic production. However, very little is known about how within-AI specialization may relate to broad-based economic diversification. This paper provides a data-driven framework to integrate the interconnection between AI-based specialization with goods and services export specialization to help design future comparative advantage based on the inherent capabilities of nations. Using detailed data on private investment in AI and export specialization for more than 80 countries, we propose a systematic framework to help identify the connection from AI to goods and service sector specialization. The results are instructive for nations that aim to harness AI specialization to help guide sources of future competitive advantage. The operational framework could help inform the public and private sector to uncover connections with nearby areas of specialization.
Full Title
AI Specialization for Pathways of Economic Diversification
Primary Author
Saurabh Mishra
Co-Authors
Robert Koopman, Giuditta De-Prato, Anand Rao, Israel Osorio-Rodarte, Julie Kim
Publication Type
Preprint
Year
2021
Journal
arXiv Preprint
Category
Strategic Management & Leadership
Institution
External / Open Access
Access
Open Access
Added to Library
March 24, 2026
Cite This Publication
APA
Saurabh Mishra, Robert Koopman, Giuditta De-Prato, Anand Rao, Israel Osorio-Rodarte, Julie Kim (2021). *AI Specialization for Pathways of Economic Diversification*. External / Open Access.
MLA
Saurabh Mishra. *AI Specialization for Pathways of Economic Diversification*. External / Open Access, 2021.