Global Artificial Intelligence Development and Competitiveness Assessment Framework
Talent and Workforce Capacity
- Shaoyuan Wu
Global AI Governance and Policy Research Center, EPINOVA LLC
https://orcid.org/0009-0008-0660-8232
Description
Volume III of the First Edition, Framework Version 1.0, of the four-volume Global Artificial Intelligence Development and Competitiveness Assessment Framework.
Abstract
This volume forms part of the First Edition, Framework Version 1.0, of the Global Artificial Intelligence Development and Competitiveness Assessment Framework. It evaluates education, research capacity, skills, workforce transformation, talent mobility, labor-market adaptation, and human-capital resilience in the development of national and regional AI capability. The Framework is designed as an open, extensible, and evolving assessment architecture that may be revised as AI technologies, workforce structures, education systems, labor-market conditions, and measurement needs develop.
Files
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Keywords
- AI talent
- workforce capacity
- AI education
- research capacity
- skills
- human capital
Subjects
- Artificial intelligence
- Education policy
- Workforce development
- Human capital
- Labor economics
Recommended citation
Wu, Shaoyuan. Global Artificial Intelligence Development and Competitiveness Assessment Framework: Talent and Workforce Capacity. Vol. III. First Edition, Framework Version 1.0. EPINOVA Press LLC, 2026. https://doi.org/10.67037/epinova.bk.2026.004
APA citation
Wu, S. (2026). Global Artificial Intelligence Development and Competitiveness Assessment Framework: Talent and workforce capacity (Vol. 3, 1st ed., Version 1.0). EPINOVA Press LLC. https://doi.org/10.67037/epinova.bk.2026.004
Alternate identifiers
| Scheme | Identifier | Description |
|---|---|---|
| ISBN-13 | 979-8-89958-003-1 | Paperback edition ISBN |
Related works
| Relation | Identifier | Type | Description |
|---|---|---|---|
| IsPartOf | 10.67037/epinova.bk.2026.006 | Book Series | Four-volume set record |
References
No references listed.