Monday, December 4, 2023

g-f(2)1674 Navigating the AI Spectrum: A Sports Analogy for Harnessing the Power of Generative AI

 

genioux Fact post by Fernando Machuca and ChatGPT


Lighthouse of the Big Picture of the Digital Age


Daily g-f Fishing GK Series

Angel sponsors                  Monthly sponsors 


Introduction:


In the ever-evolving landscape of AI integration, a poignant sports analogy emerges, offering insights into the diverse impacts of generative AI on human capabilities. Coined by Microsoft Research, the analogy positions AI tools on a spectrum, from potential short-term enhancers to transformative coaches, sparking contemplation on the ethical and productive deployment of these technologies.



genioux GK Nugget:


"In the intricate dance between humanity and AI, envision AI not merely as a tool but as a coach, nurturing and expanding human capabilities, thereby shaping a future where augmentation, not diminishment, defines our collective potential." — Fernando Machuca and ChatGPT



genioux Foundational Fact:


Amidst the spectrum of AI impact, the crucial lesson resonates—design choices wield immense power. Whether AI serves as a steroid, a sneaker, or a coach depends on intentional decisions, each carrying nuanced consequences for human development and societal norms.



10 Most Relevant genioux Facts:


Lighthouse of the Big Picture of the Digital Age


  1. Steroids of Knowledge: Using AI as a shortcut may yield instant results but risks compromising the essence of true learning and skill acquisition.
  2. Sneakers of Augmentation: AI, akin to performance-enhancing sneakers, can elevate human capabilities in real-time tasks without sacrificing long-term skill development.
  3. Coaching Intelligence: The pinnacle of AI's potential lies in its role as a coach, aiding professionals in interactive learning experiences tailored to individual progress.
  4. Spell Check Wisdom: Thoughtful design, exemplified by spell check cues, transforms AI from a mere tool to a guiding force, enhancing the final product while fostering continuous learning.
  5. Norms as Navigators: Developing societal norms for AI usage is paramount, drawing parallels to calculators in education and establishing appropriateness in various settings.
  6. Shifts in Priorities: As AI evolves, so do societal priorities. Proactive training is essential to ensure that employees possess the skills most relevant to the dynamically shifting landscape.
  7. The Spectrum Metaphor: Understanding AI impact as a spectrum unveils its multifaceted nature, urging a nuanced approach to crafting tools that harmonize with human potential.
  8. Performance Enhancement: Like sports coaches, AI tools have the potential to offer both short and long-term benefits, shaping a future where human-AI synergy propels innovation.
  9. Cognitive Co-evolution: The choices made in AI design and usage norms shape not just technology but the co-evolution of human cognition, offering an opportunity for profound progress.
  10. Crafting the Future: The challenge lies in harnessing AI's power to augment human capabilities, steering away from pitfalls and towards a future where technology serves as a catalyst for human advancement.


Lighthouse of the Big Picture of the Digital Age


Conclusion:


In embracing the steroids, sneakers, coach framework, we embark on a journey to sculpt a future where AI, akin to a wise coach, enhances our collective capabilities. Mindful choices, evolving norms, and proactive adaptation beckon a realm where human-AI collaboration defines not only progress but the very essence of our shared potential.



REFERENCE

The GK Article


Jake M. Hofman, Daniel G. Goldstein, and David M. Rothschild, A Sports Analogy for Understanding Different Ways to Use AI, Harvard Business Review, December 4, 2023.


Jake M. Hofman 


Jake M. Hofman is a Senior Principal Researcher at Microsoft Research in New York City¹. His work in computational social science involves applications of statistics and machine learning to large-scale social data¹. Prior to joining Microsoft, he was a member of the Microeconomics and Social Systems group at Yahoo! Research¹.


In addition to his role at Microsoft, Hofman is also an Adjunct Assistant Professor of Applied Mathematics at Columbia University, where he has designed and taught classes on a number of topics ranging from biological physics to applied machine learning¹.


He holds a B.S. in Electrical Engineering from Boston University and a PhD in Physics from Columbia University¹. His research areas include artificial intelligence, economics, and social sciences¹.


For a full list of his publications and more detailed information, you can visit his personal website².


Source: Conversation with Bing, 12/4/2023

(1) Jake Hofman at Microsoft Research. https://www.microsoft.com/en-us/research/people/jmh/.

(2) jakehofman.com. http://www.jakehofman.com/.

(3) arXiv:1510.05569v1 [cs.SI] 19 Oct 2015. https://arxiv.org/pdf/1510.05569.pdf.

(4) arXiv:1802.07810v3 [cs.AI] 8 Nov 2019. https://arxiv.org/pdf/1802.07810v3.pdf.


Lighthouse of the Big Picture of the Digital Age


Daniel G. Goldstein 


Daniel G. Goldstein is a Senior Principal Research Manager at Microsoft Research's New York City lab¹. He works at the intersection of behavioral economics and computer science¹. Prior to joining Microsoft, Goldstein was a Principal Research Scientist at Yahoo Research and a marketing professor at London Business School¹.


Goldstein received his Ph.D. at The University of Chicago and has taught or researched at Wharton, Columbia, Harvard, Stanford and The Max Planck Institute in Germany, where he was awarded the Otto Hahn Medal in 1997¹. His academic writings have appeared in journals from Science to Psychological Review¹.


He is a member of the Academic Advisory Board of the UK’s Behavioral Insights Team (aka Britain’s “nudge unit”) and is formerly President of the Society for Judgment and Decision Making, the leading academic organization in behavioral economics¹.


His research areas include artificial intelligence, data platforms and analytics, economics, human-computer interaction, and social sciences¹. For more information, you can visit his personal website¹.


Source: Conversation with Bing, 12/4/2023

(1) Dan Goldstein at Microsoft Research. https://www.microsoft.com/en-us/research/people/dgg/.

(2) ‪Daniel G Goldstein‬ - ‪Google Scholar‬. https://scholar.google.com/citations?user=B8avYQIAAAAJ.

(3) Daniel Goldstein - Wikipedia. https://en.wikipedia.org/wiki/Daniel_Goldstein.

(4) Daniel Gray Goldstein Career Overv iew - Wharton Faculty Platform. https://faculty.wharton.upenn.edu/wp-content/uploads/2017/12/Dan-Goldstein-CV.pdf.



David M. Rothschild 


David M. Rothschild is a Senior Principal Researcher at Microsoft Research in New York City¹. He is an economist with a Ph.D. in applied economics from the Wharton School of Business at the University of Pennsylvania¹². 


Rothschild's work pushes the boundaries on varying data and methods, including large language models, polling, prediction markets, social media and online data, and large behavioral and administrative data¹². His research focuses on solving practical and interesting questions, such as the interactions of humans and large language model-based tools, mapping and updating public opinion, the market for news, the effect of advertising, finance, and an economist's take on public policy².


He has written extensively, both in the academic and popular press¹². Prior to joining Microsoft, he was a founding member of the New York City lab and has spent his time building prediction and sentiment models and organizing novel, experimental polling and prediction games³.


For more information about his work and publications, you can visit his personal website².


Source: Conversation with Bing, 12/5/2023

(1) David Rothschild at Microsoft Research. https://www.microsoft.com/en-us/research/people/davidmr/.

(2) David M Rothschild, PhD – David Rothschild's Research Website. https://researchdmr.com/.

(3) ’12 Campaign: Predicting the U.S. Election - Microsoft Research. https://www.microsoft.com/en-us/research/blog/12-campaign-predicting-u-s-election/.



The "g-f New World"


The "g-f New World" is an innovative creation by Genioux.com Corporation. It's part of the "genioux facts" online program, which aims to illuminate the mastery of the digital landscape¹. The "g-f New World" is a realm that focuses on the revolutionary process of Digital Transformation across industries, organizations, and nations¹.


g-f(2)1580 GK Elixirs Unveiled: Navigating the New World of genioux Wisdom


Here are some key aspects of the "g-f New World":

  • Personal Digital Transformation (g-f PDT): This represents the individual's journey of learning, unlearning, and relearning, fostering an environment where adaptation to the digital era yields not just survival but thriving¹.
  • g-f Treasure: This treasure amalgamates cutting-edge emerging technologies, profound multidisciplinary knowledge, and the force of PEOPLE, the architects of metamorphosis¹.
  • Golden Knowledge (GK): In the heart of the "g-f New World," daily springs of exquisite knowledge converge, known as Golden Knowledge (GK). These precious insights continuously blossom, fostering enrichment and growth¹.


The "g-f New World" is a vision for the future of the world in the digital age. It is a world of unlimited growth and prosperity, where people are empowered to learn, grow, and thrive¹. It is a world where technology is used for good, and where everyone has a chance to succeed¹.


Source: Conversation with Bing, 11/27/2023

(1) g-f New World - Genioux.com Corporation. https://gnxc.com/g-f-new-world.

(2) g-f(2)959 THE NEW WORLD (2/23/2022), geniouxfacts, The "g-f story" of .... https://blog.geniouxfacts.com/2022/02/g-f2959-new-world-2232022-geniouxfacts.html.

(3) g-f(2)942 THE NEW WORLD (2/16/2022), The Story of the New World in a “g .... https://blog.geniouxfacts.com/2022/02/g-f2942-new-world-2162022-story-of-new.html.

(4) "g-f GK": The Radiance of Limitless Understanding - gnxc.com. https://gnxc.com/g-f-gk.



"genioux facts" Program


The "genioux facts" is a free online program developed by researcher, professor, and entrepreneur Fernando Machuca (PhD in computer science) and his team¹. The program focuses on "Mastering the Big Picture of the Digital Age" and aims to create a better world in the digital age²⁴⁵.


g-f(2)1670 Illuminating the Collective Path Ahead: The Weekly genioux Beacon Forged Through Human-Digital Synergy


Here are some key aspects of the "genioux facts" program:

  • Essential Blocks of Executive Knowledge: The program examines the state of the art of the digital age daily to deduce, extract, and produce the essential blocks of executive knowledge, also known as "genioux facts"¹.
  • Golden Knowledge (GK): The "genioux facts" are the building blocks of Golden Knowledge (GK) that can help create a better world².
  • Critical and Creative Thinking: The program teaches us how to think critically and creatively, providing us with the Golden Knowledge we need to succeed in the digital age².
  • AI-powered Dream Team: The program features an AI-powered dream team that brings forth Golden Knowledge (GK) to fuel boundless growth for all, offering a fascinating beacon of hope for humanity amid the perils of misinformed leaders².


In essence, the "genioux facts" program is a beacon in the exploration of the digital age, providing insightful viewpoints on the crossroads of AI and human creativity³. It's a platform that empowers individuals and nations alike to navigate the challenges and opportunities of the digital world².


Source: Conversation with Bing, 11/27/2023

(1) “genioux facts”:. https://www.geniouxfacts.com/.

(2) “genioux facts”: The online program on "MASTERING THE BIG PICTURE OF .... https://blog.geniouxfacts.com/.

(3) “genioux facts”: The online program on "MASTERING THE BIG PICTURE OF .... https://blog.geniouxfacts.com/p/about.html.

(4) genioux facts (g-f) - Genioux.com Corporation. https://gnxc.com/genioux-facts-g-f.

(5) “genioux facts”: The online program on "MASTERING THE BIG PICTURE OF .... https://blog.geniouxfacts.com/2023/10/g-f21409-genioux-revolution-new-era-of.html.



Who can benefit from genioux facts program


g-f(2)1669 The 10 Most Read genioux Fact Posts of the Month (12/03/2023)


The "genioux facts" program is designed to benefit a wide range of individuals. Here are some groups who might find it particularly useful:


  • Individuals: The program can help individuals understand the digital age and adapt to its challenges and opportunities¹. It's particularly beneficial for those who are curious about the digital age and want to learn more about it².
  • Executives: The program provides essential blocks of executive knowledge, making it a valuable resource for executives who want to stay informed about the latest developments in the digital age¹.
  • Entrepreneurs: Entrepreneurs can benefit from the program's insights into the digital age, which can help them identify opportunities and make informed decisions².
  • Researchers and Professors: Those involved in academic research or teaching can use the program as a resource for understanding the big picture of the digital age².
  • Students: Students studying computer science or related fields can use the program to supplement their coursework and gain a broader understanding of the digital age².


In essence, anyone interested in understanding the digital age and its impact on various aspects of life and work can benefit from the "genioux facts" program².


Source: Conversation with Bing, 11/27/2023

(1) “genioux facts”: The online program on "MASTERING THE BIG PICTURE OF .... https://blog.geniouxfacts.com/2023/09/g-f21310-genioux-ai-powered-chatbot.html.

(2) genioux facts (g-f) - Genioux.com Corporation. https://gnxc.com/genioux-facts-g-f.

(3) “genioux facts”: The online program on "MASTERING THE BIG PICTURE OF .... https://blog.geniouxfacts.com/.

(4) “genioux facts”: The online program on "MASTERING THE BIG PICTURE OF .... https://blog.geniouxfacts.com/p/about.html.



The categorization and citation of the genioux Fact post


g-f(2)1668 The 10 Most Read genioux Fact Posts of the Week (12/03/2023)


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


g-f(2)1674: The Juice of Golden Knowledge



GK Juices or Golden Knowledge Elixirs


References


genioux facts”: The online program on "MASTERING THE BIG PICTURE OF THE DIGITAL AGE”, g-f(2)1674, Fernando Machuca and ChatGPT, December 4, 2023, Genioux.com Corporation.


The genioux facts program has established a robust foundation of over 1673 Big Picture of the Digital Age posts [g-f(2)1 - g-f(2)1673].

Featured "genioux fact"

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

  Updated on February 24, 2024. genioux GK Nugget of the Day (2/7/2024) " genioux facts " presents daily the list of the most rece...

Popular genioux facts, Last 30 days