Saturday, November 30, 2024

g-f(2)3201 The Global AI Vibrancy Tool: Measuring the Pulse of AI Around the World

 


g-f Fishing on the AI Revolution (November 2024)


Unveiling the Global AI Landscape: A Deep Dive with the AI Vibrancy Tool

By Fernando Machuca and Gemini



Introduction


The Global AI Vibrancy Tool (GVT) is an interactive platform developed by the Institute for Human-Centered AI at Stanford University. It is designed to facilitate cross-country comparisons of AI advancement using a variety of metrics, including research and development, responsible AI, economy, education, diversity, policy and governance, public opinion, and infrastructure.    



genioux GK Nugget


"The United States leads the 2023 Global AI Vibrancy Ranking, followed by China and the United Kingdom, but smaller nations like Singapore also demonstrate significant progress in AI development." — Fernando Machuca and Gemini, November 30, 2024



genioux Foundational Fact


The GVT uses a weighted index of 42 indicators across eight pillars to assess and compare the AI capabilities of 36 countries, providing policymakers, industry leaders, and the public with a comprehensive understanding of national AI landscapes.    



The 10 Most Relevant genioux Facts


  1. Comprehensive Comparison: The GVT facilitates cross-country comparisons of AI vibrancy using 42 indicators across eight pillars.    
  2. Transparency and Data Integrity: The tool prioritizes the use of publicly available data and implements rigorous validation processes to ensure data integrity.    
  3. User-Friendly Interface: The GVT offers customizable features and interactive visualizations, allowing users to conduct in-depth country-level comparisons and longitudinal analyses.    
  4. Global AI Vibrancy Ranking: The United States ranks first in the 2023 Global AI Vibrancy Ranking, followed by China and the United Kingdom.    
  5. Sub-Indices: The tool includes sub-indices for evaluating innovation, economic competitiveness, and policy, governance, and public engagement in AI.    
  6. Data Collection Strategy: The GVT's data collection strategy prioritizes indicators that are relevant, significant, accurate, and have good geographical and temporal coverage.    
  7. Index Construction: The AI Vibrancy Index is constructed by normalizing the data, calculating pillar scores, and aggregating these scores to form the overall index.    
  8. Implementation: The GVT addresses missing values and uses a weighted average approach to calculate the index, allowing users to adjust weights according to their perspectives.    
  9. Results: The results of the 2023 Global AI Vibrancy Ranking highlight the diverse approaches countries are taking to foster AI growth.    
  10. Future Enhancements: Future work on the GVT will focus on expanding the range of indicators and countries included in the analysis.



Conclusion


The Global AI Vibrancy Tool is a valuable resource for understanding and comparing AI development across different countries. Its comprehensive approach, user-friendly interface, and focus on data integrity make it an essential tool for policymakers, industry leaders, researchers, and the general public alike.    




g-f(2)3201: The Juice of Golden Knowledge



Beyond the Hype: The Real State of Global AI



"The Global AI Vibrancy Tool, developed by the Stanford Institute for Human-Centered AI, assesses the AI capabilities of 36 countries using 42 indicators across eight pillars, including research and development, responsible AI, economy, education, diversity, policy and governance, public opinion, and infrastructure.  This tool allows for in-depth comparisons of national AI landscapes and reveals that while the United States leads in AI vibrancy, other nations are making significant strides in AI development." — Fernando Machuca and Gemini, November 30, 2024





GK Juices or Golden Knowledge Elixirs



REFERENCES

The g-f GK Context


Fattorini, L., Maslej, N., Perrault, R., Parli, V., Etchemendy, J., Shoham, Y., & Ligett, K., Global AI Vibrancy Tool, HAI, Institute for Human-Centered AI, Stanford University, Retrieved from https://aiindex.stanford.edu/wp-content/uploads/2024/11/Global_AI_Vibrancy_Tool_Paper_November2024.pdf, November 2024.



ABOUT HAI


The Stanford Institute for Human-Centered Artificial Intelligence (HAI) was founded in 2019 with a mission to advance AI research, education, policy, and practice to improve the human condition. HAI brings together faculty from multiple departments across Stanford University to develop AI technologies inspired by human intelligence, study and forecast the societal impact of AI, and design AI applications that augment human capabilities.


HAI is unique in its multidisciplinary approach, integrating AI research with human-centered systems and applications. The institute focuses on creating a future where AI enhances various aspects of life, including healthcare, education, government, and the economy. By fostering collaboration between leading-edge scientists, scholars, educators, and policymakers, HAI aims to guide and build a responsible and beneficial AI future.



Classical Summary of the Context:


The Global AI Vibrancy Tool (GVT) is a publicly available, interactive tool that compares the AI capabilities of 36 different countries using 42 indicators across 8 pillars.  The tool was developed by the Institute for Human-Centered AI at Stanford University.  The GVT allows users to view AI vibrancy rankings for individual countries, as well as the global AI vibrancy ranking.  The GVT also allows users to view changes in AI metrics over time.    


The GVT is a valuable resource for policymakers, industry leaders, researchers, and the general public.  The tool can be used to identify countries that are leading in AI development, as well as countries that are lagging behind.  The GVT can also be used to track the progress of individual countries over time.    


The GVT is a work in progress, and the developers plan to add more indicators and countries to the tool in the future.  They also plan to make the tool more user-friendly.  The GVT is a valuable tool for anyone who is interested in the global AI landscape. 



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Executive categorization


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Categorization


This genioux Fact post is classified as Bombshell Knowledge which means: The game-changer that reshapes your perspective, leaving you exclaiming, "Wow, I had no idea!"


Type: Bombshell Knowledge, Free Speech



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This genioux Fact post is part of:
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  • Game On! Mastering THE TRANSFORMATION GAME in the Arena of Sports Series






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“genioux facts”: The online program on "MASTERING THE BIG PICTURE OF THE DIGITAL AGE”, g-f(2)3201, Fernando Machuca and Gemini, November 30, 2024, Genioux.com Corporation.


The genioux facts program has established a robust foundation of over 3200 Big Picture of the Digital Age posts [g-f(2)1 - g-f(2)3200].


Monthly Compilations Context October 2024

  • Strategic Leadership evolution
  • Digital transformation mastery


genioux GK Nugget of the Day


"genioux facts" presents daily the list of the most recent "genioux Fact posts" for your self-service. You take the blocks of Golden Knowledge (g-f GK) that suit you to build custom blocks that allow you to achieve your greatness. — Fernando Machuca and Bard (Gemini)



The Big Picture Board of the Digital Age (BPB)


October 2024

  • BPB October 31, 2024
    • g-f(2)3179 The Big Picture Board of the Digital Age (BPB): A Multidimensional Knowledge Framework
      • The Big Picture Board of the Digital Age (BPB) is a meticulously crafted, actionable framework that captures the essence and chronicles the evolution of the digital age up to a specific moment, such as October 2024. 
  • BPB October 27, 2024
    • g-f(2)3130 The Big Picture Board of the Digital Age: Mastering Knowledge Integration NOW
      • "The Big Picture Board of the Digital Age transforms digital age understanding into power through five integrated views—Visual Wisdom, Narrative Power, Pure Essence, Strategic Guide, and Deep Analysis—all unified by the Power Evolution Matrix and its three pillars of success: g-f Transformation Game, g-f Fishing, and g-f Responsible Leadership." — Fernando Machuca and Claude, October 27, 2024



Power Matrix Development


October 2024

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September 2024

  • g-f(2)3003 Strategic Leadership in the Digital Age: September 2024’s Key Facts
  • g-f(2)3002 Orchestrating the Future: A Symphony of Innovation, Leadership, and Growth
  • g-f(2)3001 Transformative Leadership in the g-f New World: Winning Strategies from September 2024
  • g-f(2)3000 The Wisdom Tapestry: Weaving 159 Threads of Digital Age Mastery
  • g-f(2)2999 Charting the Future: September 2024’s Key Lessons for the Digital Age


August 2024

  • g-f(2)2851 From Innovation to Implementation: Mastering the Digital Transformation Game
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  • g-f(2)2848 145 Facets of the Digital Age: A Month of Transformative Insights
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July 2024


June 2024


May 2024

g-f(2)2393 Unlock Your Greatness: Today's Daily Dose of g-f Golden Knowledge (May 2024)


April 2024

g-f(2)2281 Unlock Your Greatness: Today's Daily Dose of g-f Golden Knowledge (April 2024)


March 2024

g-f(2)2166 Unlock Your Greatness: Today's Daily Dose of g-f Golden Knowledge (March 2024)


February 2024

g-f(2)1938 Unlock Your Greatness: Today's Daily Dose of g-f Golden Knowledge (February 2024)


January 2024

g-f(2)1937 Unlock Your Greatness: Today's Daily Dose of g-f Golden Knowledge (January 2024)


Recent 2023

g-f(2)1936 Unlock Your Greatness: Today's Daily Dose of g-f Golden Knowledge (2023)



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