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The AI Preparedness Index (AIPI) measures a country’s readiness for AI adoption by evaluating key macro-structural indicators. It encompasses four crucial dimensions: digital infrastructure, human capital, technological innovation, and legal frameworks. Each dimension is derived by normalizing and averaging various sub-indicators, such as robust digital infrastructure, ongoing human capital investment, inclusive STEM education, labour and capital mobility, a dynamic R&D environment, and adaptable legal systems for digital businesses. Together, these factors provide a comprehensive assessment of how well-positioned a nation is to integrate AI into its economy.
Singapore emerges as the global leader in AI preparedness with an impressive overall score of 0.801, demonstrating exceptional performance across all dimensions. It tops the Digital Infrastructure Index (0.209) and Human Capital and Labor Market Policies Index (0.195, tied with Taiwan), while maintaining strong positions in other components. This comprehensive excellence reflects Singapore’s successful strategy in positioning itself as a global AI hub. Denmark ranks second overall (0.779) with consistently high performance across all dimensions, particularly excelling in Digital Infrastructure (0.202, tied with Estonia) and Innovation and Economic Integration (0.182). The United States secures third place (0.771), showing strong performance across all indices, particularly in Regulation and Ethics (0.218) and Innovation and Economic Integration (0.182). Looking at individual components, the Digital Infrastructure Index is dominated by highly developed, smaller nations. After Singapore, Denmark, and Estonia (both 0.202), Hong Kong SAR (0.199) and New Zealand (0.194) round out the top five.
Interestingly, China makes an appearance in this top 10 (0.190), being the only non-advanced economy to do so. In Innovation and Economic Integration, Israel leads with 0.191, highlighting its strong tech sector and startup ecosystem. Sweden (0.184) and the Democratic People’s Republic of Korea (0.183) follow, with Denmark and the Netherlands (both 0.182) completing the top five. This index shows a strong presence of countries known for their research and development capabilities. The Human Capital and Labor Market Policies Index reveals interesting patterns, with Singapore and Taiwan leading (both 0.195), followed by Switzerland (0.188). This suggests these countries have particularly effective systems for developing and deploying AI-relevant talent. Saudi Arabia’s presence in the top 10 (0.177) is notable as the only Middle Eastern country among the leaders. Finland leads the Regulation and Ethics Index with an impressive 0.230, followed by the Netherlands (0.224) and Luxembourg (0.222).
This suggests these countries have developed particularly robust frameworks for responsible AI development and deployment. The strong showing of European nations in this category reflects the region’s emphasis on ethical AI governance. Small, advanced economies (particularly in Northern Europe and Asia) show exceptional AI preparedness, possibly due to their ability to implement comprehensive national strategies effectively. Different countries show distinct strengths – while some excel across all dimensions (like Singapore and Denmark), others show particular strength in specific areas (like Israel in innovation or Finland in regulation). Advanced economies dominate the top rankings across all dimensions, though with occasional appearances by emerging economies in specific categories. Geographic diversity is evident, with strong performers from Asia (Singapore, Taiwan), Europe (Denmark, Netherlands, Estonia), and North America (USA), suggesting multiple successful paths to AI readiness.
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