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AI specialization for pathways of economic diversification
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 specializa...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10636127/ https://www.ncbi.nlm.nih.gov/pubmed/37945609 http://dx.doi.org/10.1038/s41598-023-45723-x |
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author | Mishra, Saurabh Koopman, Robert De Prato, Giuditta Rao, Anand Osorio-Rodarte, Israel Kim, Julie Spatafora, Nikola Strier, Keith Zaccaria, Andrea |
author_facet | Mishra, Saurabh Koopman, Robert De Prato, Giuditta Rao, Anand Osorio-Rodarte, Israel Kim, Julie Spatafora, Nikola Strier, Keith Zaccaria, Andrea |
author_sort | Mishra, Saurabh |
collection | PubMed |
description | 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 sectors to uncover connections with nearby areas of specialization. |
format | Online Article Text |
id | pubmed-10636127 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-106361272023-11-11 AI specialization for pathways of economic diversification Mishra, Saurabh Koopman, Robert De Prato, Giuditta Rao, Anand Osorio-Rodarte, Israel Kim, Julie Spatafora, Nikola Strier, Keith Zaccaria, Andrea Sci Rep Article 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 sectors to uncover connections with nearby areas of specialization. Nature Publishing Group UK 2023-11-09 /pmc/articles/PMC10636127/ /pubmed/37945609 http://dx.doi.org/10.1038/s41598-023-45723-x Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Mishra, Saurabh Koopman, Robert De Prato, Giuditta Rao, Anand Osorio-Rodarte, Israel Kim, Julie Spatafora, Nikola Strier, Keith Zaccaria, Andrea AI specialization for pathways of economic diversification |
title | AI specialization for pathways of economic diversification |
title_full | AI specialization for pathways of economic diversification |
title_fullStr | AI specialization for pathways of economic diversification |
title_full_unstemmed | AI specialization for pathways of economic diversification |
title_short | AI specialization for pathways of economic diversification |
title_sort | ai specialization for pathways of economic diversification |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10636127/ https://www.ncbi.nlm.nih.gov/pubmed/37945609 http://dx.doi.org/10.1038/s41598-023-45723-x |
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