Thursday, December 7, 2023

g-f(2)1687 Scaling Generative AI: A Blueprint for Transformative Organizational Change


genioux Fact post by Fernando MachucaChatGPT, and Bing Chatbot 

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In the rapidly evolving landscape of artificial intelligence, businesses are increasingly turning to generative AI to enhance productivity and drive innovation. However, the key challenge lies not in adopting generative AI tools but in successfully scaling them beyond initial experimentation. This article explores the essential factors for scaling generative AI, drawing insights from companies like NVIDIA and The Coca-Cola Company. It delves into the pivotal role of community, commonality, and coordination in achieving widespread adoption and realizing the transformative potential of generative AI.

Lighthouse of the Big Picture of the Digital Age

genioux GK Nugget:

"Scaling generative AI requires more than experimentation; it demands a strategic focus on community building, common platform development, and effective coordination to unlock the true value of artificial intelligence." — Fernando Machuca and ChatGPT

genioux Foundational Fact:

Unlike esoteric AI applications, generative AI offers a compelling advantage due to its ease of demonstration and practical utility. Whether it's summarizing documents, writing code, drafting emails, or personalizing customer interactions, generative AI proves its effectiveness across diverse tasks, making it more accessible and intuitive for users across different age groups.

10 Most Relevant genioux Facts:

Lighthouse of the Big Picture of the Digital Age

  1. The risk with generative AI lies not in leaders' failure to try it but in the common pitfall of stopping at the experimentation phase, limiting its strategic impact.
  2. Generative AI's unique capabilities extend to tasks such as summarizing complex documents, writing code, and personalizing customer interactions, making it highly versatile.
  3. Community building is identified as a crucial driver for AI scale, as exemplified by NVIDIA's success in fostering a community of users enthusiastic about exploring generative AI tools.
  4. The concept of commonality emphasizes the importance of building integrated platforms over blindly provisioning individual AI products to encourage broader use cases and utility.
  5. Coordination emerges as a key factor for AI scale, illustrated by The Coca-Cola Company's establishment of a digital council to prioritize impactful AI initiatives and create a unified platform.
  6. The digital council at Coca-Cola focuses on evaluating and prioritizing AI initiatives based on their potential to transform consumer and business experiences.
  7. A platform-based approach, as demonstrated by NVIDIA, allows for the reuse of infrastructure, turning disparate generative AI applications into an emergent cultural operating system.
  8. NVIDIA's experience highlights the need for prototypes and use cases to build momentum around generative AI, paving the way for standardization by a central team.
  9. The shift from experimentation to strategic AI deployment requires leaders to embrace risks, experiment across the organization, and convert AI's potential into tangible value.
  10. The true goal of AI-fueled companies is to create a digital workforce, changing how organizations operate and challenging them to be more talent-dense, ultimately leading to better competitive positioning and profitability.

Lighthouse of the Big Picture of the Digital Age


In the pursuit of scaling generative AI, the success stories of companies like NVIDIA and The Coca-Cola Company underscore the transformative power of AI when approached strategically. Embracing community-driven exploration, building common platforms, and prioritizing impactful coordination are foundational steps toward reinventing organizational processes and achieving a digital workforce that propels businesses into the future.


The GK Article

Mike Walsh and Nitin MittalTo Scale GenAI, Companies Need to Focus on 3 Factors, Harvard Business ReviewDecember 01, 2023.

Mike Walsh

Mike Walsh is the author of the bestselling book, "The Algorithmic Leader: How to Be Smart When Machines Are Smarter Than You"¹³. He is also the CEO of Tomorrow, a global innovation consultancy³. In his book, Walsh synthesizes years of research and interviews with some of the world's top business leaders, AI pioneers, and data scientists into a set of 10 principles about what it takes to succeed in the algorithmic age¹²⁴. The book offers a hopeful and practical guide for leaders of all types, and organizations of all sizes, to survive and thrive in this era of unprecedented change². By applying Walsh's 10 core principles, readers will be able to design their own journey of personal transformation, harness the power of algorithms, and chart a clear path ahead².

Source: Conversation with Bing, 12/7/2023

(1) The Algorithmic Leader: How to Be Smart When Machines Are Smarter Than ....

(2) Futurist Keynote Speaker | Mike Walsh.

(3) The Algorithmic Leader | The Future of Leadership In The AI Era.

(4) The Algorithmic Leader - Google Books.

Nitin Mittal

Nitin Mittal is a principal with Deloitte Consulting LLP¹²³. He currently serves as the US Artificial Intelligence (AI) Strategic Growth Offering Consulting Leader and the Global Strategy, Analytics and M&A Leader¹²³. He is also the US Generative AI Innovation Leader and the Global Consulting Emerging Markets Leader². He advises organizations on the application of AI and the implications of emerging technologies on the strategy and competitive positioning of businesses². He is the 2019 recipient of the AI Innovator of the Year award at the AI Summit New York¹²³. He specializes in advising clients to achieve competitive advantage through data and cognitive powered transformations that promote amplified intelligence and enable our clients to make strategic choices and transform ahead of disruption¹. Throughout his career, Nitin has served as a trusted advisor to global clients and has worked across a number of industry sectors¹. His primary focus has been working with Life Sciences and Health Care clients, implementing large scale data programs that promote organizational intelligence, and the use of advanced analytics and AI to drive insights and business strategy¹.

Source: Conversation with Bing, 12/7/2023

(1) Nitin Mittal, US AI Strategic Growth Offering Leader | Deloitte US.

(2) Nitin Mittal | Emerging Markets Leader, Deloitte Global.

(3) Nitin Mittal | Principal | Deloitte US Consulting.

The "g-f New World"

The "g-f New World" is an innovative creation by 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 - Corporation.

(2) g-f(2)959 THE NEW WORLD (2/23/2022), geniouxfacts, The "g-f story" of ....

(3) g-f(2)942 THE NEW WORLD (2/16/2022), The Story of the New World in a “g ....

(4) "g-f GK": The Radiance of Limitless Understanding -

"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”:.

(2) “genioux facts”: The online program on "MASTERING THE BIG PICTURE OF ....

(3) “genioux facts”: The online program on "MASTERING THE BIG PICTURE OF ....

(4) genioux facts (g-f) - Corporation.

(5) “genioux facts”: The online program on "MASTERING THE BIG PICTURE OF ....

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 ....

(2) genioux facts (g-f) - Corporation.

(3) “genioux facts”: The online program on "MASTERING THE BIG PICTURE OF ....

(4) “genioux facts”: The online program on "MASTERING THE BIG PICTURE OF ....

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)


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)1687: The Juice of Golden Knowledge

GK Juices or Golden Knowledge Elixirs


genioux facts”: The online program on "MASTERING THE BIG PICTURE OF THE DIGITAL AGE”, g-f(2)1687, Fernando MachucaChatGPT, and Bing Chatbot, December 7, 2023, Corporation.

The genioux facts program has established a robust foundation of over 1686 Big Picture of the Digital Age posts [g-f(2)1 - g-f(2)1686].

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