Friday, November 3, 2023

g-f(2)1539 Empowering Communities, Advancing AI: A New Paradigm


Lighthouse of the Big Picture of the Digital Age

genioux Fact post by Fernando MachucaClaude and Bing Chatbot

Daily g-f Fishing GK Series

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This genioux Fact post illuminates an inspiring model pioneered by startups like Karya that ethically sources localized language data from rural communities to power more inclusive AI systems. This socially conscious approach not only results in higher quality training data, but also generates prosperity for marginalized groups historically left out of technological progress.

g-f(2)1530 The Power of AI and Knowledge: Conquering the g-f New World

By providing fair wages to people in India's villages for high-demand AI data work, companies like Karya are demonstrating how the march of progress does not have to leave communities behind. Their paradigm of ethical data sourcing provides a roadmap for the coming wave of multilingual AI assistants that aim to serve billions of non-English speakers.

Join us as we explore how uplifting people at the margins paradoxically moves society forward faster. When technology expands opportunity, it builds momentum that compounds. This genioux Fact post reveals how models like Karya lighting the way show that sometimes the best path to advancing AI is empowering humanity.

genioux GK Nugget:

"By ethically sourcing high-quality multilingual data to make AI work well for non-English users, startups like Karya represent a new model uplifting marginalized communities." Fernando Machuca and Claude

genioux Foundational Fact:

Karya provides fair wages to rural Indian women to source localized language data that tech giants like Microsoft and Google need to build inclusive AI assistants serving billions of non-English speakers. This ethical data sourcing approach improves AI quality while combating poverty.

The 10 Most Relevant genioux Facts:

Lighthouse of the Big Picture of the Digital Age

  1. Karya pays well above prevailing wages to gather quality Indian language data for training AI systems.
  2. Microsoft, Google, and Gates Foundation partner with Karya for multilingual data to expand AI access.
  3. Most AI today is disproportionately built with English data, poorly serving non-English users.
  4. With nearly 1 billion potential users in India alone, inclusive multilingual AI is critical.
  5. Low-quality data leads to poor AI grammar, word invention, and cultural representation issues.
  6. Karya specifically sources data from rural communities to increase language diversity.
  7. Their app works offline and supports low-literacy users to expand access.
  8. Fair pay incentivizes better data quality and community engagement in the process.
  9. Karya aims to fight poverty by making tech data work more ethical and inclusive globally.
  10. Platforms like Karya pioneer models where AI advancement also uplifts communities.


By creating a more ethical data pipeline, Karya marries AI progress with social impact, demonstrating how technology companies can build tools that work for all while empowering marginalized communities.


The GK Article

Saritha Rai, Google and Microsoft Bet on 27-Year-Old Stanford Alum to Make AI Work For a Billion Users, Bloomberg, November 2, 2023.

Saritha Rai

Saritha Rai is a seasoned journalist with a rich career in covering various subjects such as globalization, the technology industry, and social change³. She has spent her journalistic career tracking the shifting Indian economy and the rise of its post-liberalization entrepreneurs². 

Rai has worked for several prestigious publications. She was the India-based business reporter for the New York Times, where she wrote about the economy, outsourcing, liberalization, and change³. She also served as a contributor and contributing editor for Forbes Asia², where she covered Indian business and their transition to the new economy¹. 

In addition to her work for the New York Times and Forbes, Rai has contributed to the Indian Express in India and was a columnist at both CBS Interactive and The New York Times¹. She also worked as a technology correspondent at Time magazine¹.

Recently, Bloomberg appointed Rai as its Asia artificial intelligence reporter¹. In her new role, she covers startups, innovation, big enterprises, and the regulation of AI in India, China, Japan, and South Korea¹.

Rai holds degrees from Bangalore University in India and Stanford University¹. Her work continues to influence and inform readers about the rapidly changing landscape of the digital age¹²³.

Source: Conversation with Bing, 11/3/2023

(1) Saritha Rai | The World from PRX.

(2) Saritha Rai - Forbes.

(3) Bloomberg appoints Rai its Asia AI reporter - Talking Biz News.

The "g-f New World" 

The "g-f New World" is a concept developed by Corporation². It represents a vision for the future of the world in the digital age². The "g-f New World" is characterized by unlimited growth and prosperity, where people are empowered to learn, grow, and thrive². It is a world where technology is used for good, and everyone has a chance to succeed².

g-f(2)1536 Teaching the World: The genioux Dream Team and Foundational GK

This concept is part of an online program called "genioux facts" which focuses on "MASTERING THE BIG PICTURE OF THE DIGITAL AGE"¹. The program discusses how leaders can prove their greatness in the New World¹. It emphasizes the importance of mastering the context of the New World and wisely exploiting the fabulous treasure of the digital age for the good of all¹.

The "g-f New World" is built from the wise exploitation of the fabulous treasure of the digital age, powered by three engines: PEOPLE, Emerging Technologies, and Multidisciplinary Golden Knowledge (GK)¹³. It is a world of continuous transformation, where we all play the permanent game of transformation¹. In this world, every leader has to prove his greatness by brilliantly exploiting the treasure of the digital age for his people¹. 

The "g-f New World" is also about achieving a balance between progress and evolution¹. It is about living in an era of limitless growth, where Golden Knowledge (GK) allows you to achieve your dreams while helping to make a better world for everyone¹. 

In summary, the "g-f New World" is a vision of a future where technology, knowledge, and human potential come together to create a world of unlimited growth and prosperity².

Source: Conversation with Bing, 11/3/2023

(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) Fernando Machuca PhD on Twitter.

"genioux facts"

"genioux facts" is an online program developed by Corporation². It focuses on "Mastering the Big Picture of the Digital Age" and aims to transfer essential Golden Knowledge (GK) to its users¹². 

g-f(2)1531 Reconfiguring Your Brain to Win the Game of Transformation with Golden Knowledge (GK)

The program is run by Fernando Machuca, a researcher, professor, and entrepreneur¹. It teaches people to think critically and creatively, and it explores solutions to create a better world in the Digital Age¹². 

The "genioux facts" are the building blocks of GK that can help create a better world¹². These facts are not only true but also have the power to change the way we think and act¹². They inspire us to be better, do better, and create a better world for ourselves and others¹².

The program describes the transformation of each person as the Personal Digital Transformation (g-f PDT)¹². It is a process of continuous learning, unlearning, and relearning that enables individuals to adapt to the digital age and thrive in it¹².

The fundamental challenge for everyone, people, companies, organizations, countries, is to find the right balance between running and transforming¹². We need to run fast enough to keep up with the pace of change, but we also need to take the time to transform ourselves so that we can thrive in the new world¹².

Source: Conversation with Bing, 11/3/2023

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

(2) "genioux facts": The Building Blocks of Golden Knowledge (GK).

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

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

Type: Bombshell Knowledge, Free Speech

g-f(2)1539: 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)1539, Fernando MachucaClaude and Bing Chatbot, November 3, 2023, Corporation.

Lighthouse of the Big Picture of the Digital Age

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