Showing posts with label Bombshell Knowledge. Show all posts
Showing posts with label Bombshell Knowledge. Show all posts

Wednesday, April 26, 2023

g-f(2)1089 Multiple sources, Stanford and MIT study: Generative AI can boost productivity, improve customer satisfaction, and reduce employee turnover.


Meme Golden Knowledge (Meme GK)


🤭The "Positive Disruption: AI Revolution" has accelerated

genioux Fact: The brilliant Stanford and MIT study "Generative at Work" published in the National Bureau of Economic Research and extensively scrutinized by the media shows that customer service workers at a Fortune 500 software company who were given access to Generative AI tools became 14% more productive on average than those who weren't, with the least-skilled workers reaping the most benefit.


This genioux fact is presented in the regular way below.




ULTRA-condensed knowledge

"g-f" fishing of golden knowledge (GK) of the fabulous treasure of the digital age, The New World, The AI Revolution



Lessons learned, OPPORTUNITY, Multiple sources


🎯Exceptional Golden Knowledge (GK) Containers (g-f EGK)



Bloomberg Facts: 
  • Customer service workers at a Fortune 500 software firm who were given access to generative artificial intelligence tools became 14% more productive on average than those who were not, with the least-skilled workers reaping the most benefit.
  • With the assistance of AI, the firm’s least-skilled workers were able to get their work done 35% faster.
  • The speed at which generative AI appears to be capable of transfiguring workplaces — seemingly overnight — is dizzying, especially relative to prior technological breakthroughs.

CNBC Facts: 
  • The year-long experiment also revealed that AI assistance improved customer satisfaction, reduced requests for managerial intervention and improved employee retention.
  • Some experts say generative AI tools could affect how two-thirds of current jobs are performed and could eventually raise global gross domestic product by as much as 7%, according to one economic report from Goldman Sachs.



"genioux fact" condensed as an image






Extra-condensed knowledge


Extra condensed knowledge complements ultra condensed knowledge.


Bloomberg Facts:
  • The research suggests that the boost in low-skilled workers’ productivity and performance may come, in part, from the way that AI tools can absorb the tacit knowledge that makes the firm’s top performers excel — like knowing the best language to use to soothe an irate customer or what technical documentation would be most helpful to share in each situation — and then disseminate that knowledge to less-skilled or experienced workers through AI-generated suggested responses.
  • These findings run counter to the prevailing notion that automation tends to hurt low-skilled workers most, as has played out over the last several decades of technological advances in manufacturing and other industries.
  • In light of these early results, Erik Brynjolfsson, the director of the Digital Economy Lab at the Stanford Institute for Human-Centered AI, one of the study’s co-authors, has advice for workers and executives: Embrace this technology.


CNBC Facts: 
  • “Probably over half of the U.S. workforce will be significantly affected by these tools,” Brynjolfsson says.
  • He adds that workers, especially young workers, can stay ahead of the curve by embracing the reality of the technology. “I don’t think the generative AI is going to replace workers, but workers who work with generative AI will replace those who don’t.”


Condensed knowledge


The condensed knowledge complements the extra and ultra condensed knowledge.


Bloomberg Facts:
  • The most highly skilled workers saw little to no benefit from the introduction of AI into their work. 
  • Forward-thinking companies would be wise to recognize the expertise of their star employees since their tacit knowledge and skill will likely form the basis of the AI tools that will power the rest of the organization, said Brynjolfsson.
  • Brynjolfsson, alongside MIT researchers Danielle Li and Lindsey Raymond, tracked the performance of more than 5,000 customer support agents, based primarily in the Philippines, across key metrics like how quickly and successfully workers were able to solve clients’ problems. The agents were divided into groups: Some were given access to the AI tools — trained on a large set of successful customer service conversations — and others were not.

CNBC Facts: 
  • AI support can be especially helpful to entry-level or early-career workers, says Lindsey Raymond, an MIT Ph.D. candidate and co-author of the paper. Less experienced workers benefit from AI by taking its recommendations to get up to speed and learn skillsets that usually come with experience.
  • With that said, AI tools benefit from the best and brightest workers training the AI itself by providing examples of best practices, which the technology then turns into recommendations for others workers to apply.
  • Businesses should understand that, despite less dramatic changes in productivity, high-performing employees should be recognized and compensated for generating the solutions that others can learn from, Raymond says.
  • The research isn’t meant to hypothesize whether AI will replace workers, Raymond says, but rather concludes the technology will help workers more effectively multitask and handle more complicated questions faster.

Forbes Facts:
  • Several major businesses have been conflicted about how to approach artificial intelligence, as workers fear being replaced by the technology. The research provides insights into how workplaces can optimize their AI use to help newer, less skilled employees, manage larger teams, and reward top performers for training AI models.
  • The introduction of the AI model led to a reduction in customer requests to escalate their issues to managers, while access to AI-generated recommendations led to a considerable increase in problem resolution and customer satisfaction for newly employed and less-skilled workers. The deployment of the AI tool increased the resolution rate and resolutions per hour by 6.5% and 13.8%, respectively.
  • While the study marks a significant step in understanding the impact of generative AI on the workplace, the researchers noted in their paper that there is still much to learn and further research is needed, also acknowledging the differences between testing in the real world vs. a laboratory setting.



REFERENCES







Some relevant characteristics of this "genioux fact"

  • BOMBSHELL KNOWLEDGE
  • Category 2: The Big Picture of the Digital Age
  • [genioux fact deduced or extracted from geniouxfacts + Multiple sources]
  • This is a “genioux fact fast solution.”
  • Tag Opportunities to those travelling at high speed on GKPath
  • Type of essential knowledge of this “genioux fact”: Essential Analyzed Knowledge (EAK).
  • Type of validity of the "genioux fact". 

    • Inherited from sources + Supported by the knowledge of one or more experts.



References


“genioux facts”: The online program on "MASTERING THE BIG PICTURE OF THE DIGITAL AGE”, g-f(2)1089, Fernando Machuca, April 26, 2023, Genioux.com Corporation.


ABOUT THE AUTHORS


PhD with awarded honors in computer science in France

Fernando is the director of "genioux facts". He is the entrepreneur, researcher and professor who has a disruptive proposal in The Digital Age to improve the world and reduce poverty + ignorance + violence. A critical piece of the solution puzzle is "genioux facts". The Innovation Value of "genioux facts" is exceptional for individuals, companies and any kind of organization.




The 100 most recent "genioux facts"


  • Some relevant and recent "genioux facts" from the g-f golden knowledge pyramid to master the big picture of the digital age. 
    1. g-f(2)1088 THE BIG PICTURE OF THE DIGITAL AGE (4/26/2023), geniouxfacts, g-f Fishing, AI Revolution, 4/25/2023, 11:11 AM
    2. g-f(2)1087 THE BIG PICTURE OF THE DIGITAL AGE (4/25/2023), geniouxfacts, g-f Fishing: Unlocking Unlimited Growth in the Digital Age
    3. g-f(2)1086 THE BIG PICTURE OF THE DIGITAL AGE (4/25/2023), geniouxfacts, The Golden Knowledge (GK) That Can Change the World
    4. g-f(2)1085 THE BIG PICTURE OF THE DIGITAL AGE (4/24/2023), MIT SMR, Leadership Strategies for the Hybrid Workforce
    5. g-f(2)1084 THE BIG PICTURE OF THE DIGITAL AGE (4/24/2023), HBR, Driving Organizational Change — Without Abandoning Tradition
    6. g-f(2)1083 THE BIG PICTURE OF THE DIGITAL AGE (4/24/2023), geniouxfacts, PDT: In the current state Bard and Bing Chatbot are GREAT!
    7. g-f(2)1082 THE BIG PICTURE OF THE DIGITAL AGE (4/23/2023), geniouxfacts, Personal Digital Transformation (g-f PDT): The Key to Success in the Digital Age
    8. g-f(2)1081 THE BIG PICTURE OF THE DIGITAL AGE (4/23/2023), HBR + Deloitte, Do You Really Know The Financial Impacts of Your Digital Transformation?
    9. g-f(2)1080 THE BIG PICTURE OF THE DIGITAL AGE (4/23/2023), Fast Company, How AI could power advertising’s next creative revolution
    10. g-f(2)1079 THE BIG PICTURE OF THE DIGITAL AGE (4/23/2023), Insead Knowledge, Leading Change in Turbulence: Case of Discovery Inc.
    11. g-f(2)1078 THE BIG PICTURE OF THE DIGITAL AGE (4/22/2023), MIT SMR, A Better Way to Pilot Emerging Technologies
    12. g-f(2)1077 THE BIG PICTURE OF THE DIGITAL AGE (4/22/2023), HBR, When Scenario Planning Fails
    13. g-f(2)1076 THE BIG PICTURE OF THE DIGITAL AGE (4/22/2023), geniouxfacts, The AI Revolution and the Transformation Revolution
    14. g-f(2)1075 THE BIG PICTURE OF THE DIGITAL AGE (4/21/2023), geniouxfacts, Bard and Bing Chatbot wrote poems to make the world a better place
    15. g-f(2)1074 THE BIG PICTURE OF THE DIGITAL AGE (4/21/2023), geniouxfacts, genioux Fact: Bard is a poet!
    16. g-f(2)1073 THE BIG PICTURE OF THE DIGITAL AGE (4/21/2023), geniouxfacts, genioux Fact: Bing Chatbot is a poet!
    17. g-f(2)1072 THE BIG PICTURE OF THE DIGITAL AGE (4/20/2023), MIT SMR, A New Way to Manage Customer Portfolios for Maximum Value
    18. g-f(2)1071 THE BIG PICTURE OF THE DIGITAL AGE (4/20/2023), HBR, The Most Successful Approaches to Leading Organizational Change
    19. g-f(2)1070 THE BIG PICTURE OF THE DIGITAL AGE (4/20/2023), geniouxfacts, Bard and Bing Chatbot wrote stories to teach humanity to trust AI
    20. g-f(2)1069 Nugget "genioux fact" 5, MIT SMR, Making 600 Billion Decisions With AI: Expedia Group’s Rathi Murthy
    21. g-f(2)1068 THE BIG PICTURE OF THE DIGITAL AGE (4/19/2023), MIT SMR + Deloitte, A Workforce Ecosystem Orchestration Framework
    22. g-f(2)1067 Nugget "genioux fact" 4, HBR, Research: Asynchronous Work Can Fuel Creativity
    23. g-f(2)1066 Nugget "genioux fact" 3, MIT SMR, Well-Being Intelligence: A Skill Set for the New World of Work
    24. g-f(2)1065 Nugget "genioux fact" 2, "genioux facts": The moment of AI has arrived
    25. g-f(2)1064 Nugget "genioux fact" 1, Responsible and light-filled leadership of the G-7
    26. g-f(2)1063 THE BIG PICTURE OF THE DIGITAL AGE (4/17/2023), geniouxfacts, The “Positive Disruption: Transformation Revolution” has accelerated
    27. g-f(2)1062 THE BIG PICTURE OF THE DIGITAL AGE (4/16/2023), geniouxfacts, "genioux facts": Knowledge Juices with Different Degrees of Condensation
    28. g-f(2)1061 Two different concepts of the New World: g-f New World (A vision for a future of prosperity for all) and the historical New World
    29. g-f(2)1060 THE BIG PICTURE OF THE DIGITAL AGE (4/15/2023), geniouxfacts, The great short story of Bard about THE g-f foundational fact
    30. g-f(2)1059 THE BIG PICTURE OF THE DIGITAL AGE (4/15/2023), geniouxfacts, The amazing short story of Bing Chat about THE g-f foundational fact
    31. g-f(2)1058 THE BIG PICTURE OF THE DIGITAL AGE (4/15/2023), geniouxfacts, The New World is a land of opportunity, but it is also a land of challenge
    32. g-f(2)1057 THE BIG PICTURE OF THE DIGITAL AGE (4/14/2023), geniouxfacts, 10 Golden Knowledge (GK) Containers in Artificial Intelligence (AI)
    33. g-f(2)1056 THE BIG PICTURE OF THE DIGITAL AGE (4/14/2023), Amazon, AWS announces Amazon Bedrock and multiple generative AI services and capabilities
    34. g-f(2)1055 THE BIG PICTURE OF THE DIGITAL AGE (4/13/2023), geniouxfacts, g-f Responsible Individual Leaders update their paradigms in the New World
    35. g-f(2)1054 THE BIG PICTURE OF THE DIGITAL AGE (4/13/2023), geniouxfacts, The May-June 2023 issue of HBR is a veritable treasure trove of knowledge
    36. g-f(2)1053 THE BIG PICTURE OF THE DIGITAL AGE (4/12/2023), INSEAD, AI as a Force for Good in International Organisations w/ INSEAD faculty Phanish Puranam
    37. g-f(2)1052 THE BIG PICTURE OF THE DIGITAL AGE (4/12/2023), CIO, Three Strategies that Empower Employees
    38. g-f(2)1051 THE BIG PICTURE OF THE DIGITAL AGE (4/11/2023), geniouxfacts, Responsible leaders will shape the future of our world!
    39. g-f(2)1050 THE BIG PICTURE OF THE DIGITAL AGE (4/11/2023), Microsoft, Hybrid Work Is Just Work. Are We Doing It Wrong?
    40. g-f(2)1049 THE BIG PICTURE OF THE DIGITAL AGE (4/10/2023), geniouxfacts, 10 Golden Knowledge (GK) Containers in Artificial Intelligence (AI)
    41. g-f(2)1048 THE BIG PICTURE OF THE DIGITAL AGE (4/9/2023), geniouxfacts, A GK juice to fuel growth in the US and beyond
    42. g-f(2)1047 THE BIG PICTURE OF THE DIGITAL AGE (4/8/2023), geniouxfacts, The “g-f superpower” is a paradigm of the New World
    43. g-f(2)1046 THE BIG PICTURE OF THE DIGITAL AGE (4/7/2023), Microsoft, Edge features to help you stay organized and power your productivity
    44. g-f(2)1045 THE BIG PICTURE OF THE DIGITAL AGE (4/7/2023), WSJ, Google CEO Sundar Pichai Says Search to Include Chat AI
    45. g-f(2)1044 THE BIG PICTURE OF THE DIGITAL AGE (4/6/2023), The HILL, Russia’s transformation into China’s vassal: Has Putin or Xi blundered?
    46. g-f(2)1043 THE BIG PICTURE OF THE DIGITAL AGE (4/6/2023), g-f EGK, JPantsjoha, Thriving in the Exponential Age: How Generative AI will Disrupt Your Professions in the Digital Era
    47. g-f(2)1042 THE BIG PICTURE OF THE DIGITAL AGE (4/5/2023), geniouxfacts, 10 Golden Knowledge (GK) Containers in Artificial Intelligence (AI)
    48. g-f(2)1041 THE BIG PICTURE OF THE DIGITAL AGE (4/5/2023), HAI, Measuring trends in Artificial Intelligence
    49. g-f(2)1040 THE BIG PICTURE OF THE DIGITAL AGE (4/4/2023), g-f EGK, CIO, The big picture of digital transformation (an introduction)
    50. g-f(2)1039 THE BIG PICTURE OF THE DIGITAL AGE (4/4/2023), g-f EGK, Digital-Akademie, Digital Transformation - The Big Picture (Edition 2022)
    51. g-f(2)1038 THE BIG PICTURE OF THE DIGITAL AGE (4/4/2023), geniouxfacts, 10 GK Containers in Digital Transformation
    52. g-f(2)1037 THE BIG PICTURE OF THE DIGITAL AGE (4/3/2023), Bloomberg, Why the AI Economy Might Be Better for Everyone
    53. g-f(2)1036 THE BIG PICTURE OF THE DIGITAL AGE (4/2/2023), DW News, Who will win the race to dominate AI? | Business Beyond
    54. g-f(2)1035 THE BIG PICTURE OF THE DIGITAL AGE (4/2/2023), geniouxfacts, The treasure of the digital age allows you to upgrade your brain to achieve your greatness
    55. g-f(2)1034 THE BIG PICTURE OF THE DIGITAL AGE (4/2/2023), MIT SMR, Job, Career, or Purpose?
    56. g-f(2)1033 THE BIG PICTURE OF THE DIGITAL AGE (3/31/2023), geniouxfacts, The wrong behavior of Xi and his vassal Putin is a great danger to everyone
    57. g-f(2)1032 THE BIG PICTURE OF THE DIGITAL AGE (3/31/2023), HBR, Generative AI Will Enhance — not Erase — Customer Service Jobs
    58. g-f(2)1031 THE BIG PICTURE OF THE DIGITAL AGE (3/31/2023), MIT SMR, How Northwestern Mutual Embraces AI
    59. g-f(2)1030 THE BIG PICTURE OF THE DIGITAL AGE (3/30/2023), Phys.org, How is AI changing the way we write and create?
    60. g-f(2)1029 THE BIG PICTURE OF THE DIGITAL AGE (3/30/2023), HGSE, Big Picture Thinking: How to educate the whole person for an interconnected world
    61. g-f(2)1028 THE BIG PICTURE OF THE DIGITAL AGE (3/29/2023), MITSMR, A One-Stop Data Shop: The Lego Group’s Anders Butzbach Christensen
    62. g-f(2)1027 THE BIG PICTURE OF THE DIGITAL AGE (3/29/2023), Forbes, Leadership In The Age Of AI: How To Build Your AI Literacy
    63. g-f(2)1026 THE BIG PICTURE OF THE DIGITAL AGE (3/29/2023), geniouxfacts, 10 GK Containers in Digital Transformation
    64. g-f(2)1025 THE BIG PICTURE OF THE DIGITAL AGE (3/28/2023), geniouxfacts, 10 Golden Knowledge (GK) Containers in AI
    65. g-f(2)1024 geniouxfacts, THE BIG PICTURE OF THE DIGITAL AGE: The Key Findings of Our Research (03/26/2023)
    66. g-f(2)1023 THE BIG PICTURE OF THE DIGITAL AGE (3/26/2023), geniouxfacts, Steve Denning masters the digital age
    67. g-f(2)1022 THE BIG PICTURE OF THE DIGITAL AGE (3/26/2023), geniouxfacts, “genioux facts” are the building blocks of Golden Knowledge (GK) that can help create a better world
    68. g-f(2)1021 THE BIG PICTURE OF THE DIGITAL AGE (3/24/2023), geniouxfacts, 10 Golden Knowledge (GK) Containers in AI
    69. g-f(2)1020 THE BIG PICTURE OF THE DIGITAL AGE (3/23/2023), NYT, Chatbot Start-Up Character.AI Valued at $1 Billion in New Funding Round
    70. g-f(2)1019 THE BIG PICTURE OF THE DIGITAL AGE (3/23/2023), geniouxfacts, The extraordinarily erratic behavior of two world leaders, Xi Jinping and Vladimir Putin
    71. g-f(2)1018 THE BIG PICTURE OF THE DIGITAL AGE (3/23/2023), Bill Gates, The Age of AI has begun
    72. g-f(2)1017 THE BIG PICTURE OF THE DIGITAL AGE (3/22/2023), geniouxfacts, State-of-the-art g-f fishing in artificial intelligence (AI), 12:01 PM
    73. g-f(2)1016 THE BIG PICTURE OF THE DIGITAL AGE (3/22/2023), NVIDIA, NVIDIA Launches Inference Platforms for Large Language Models and Generative AI Workloads
    74. g-f(2)1015 THE BIG PICTURE OF THE DIGITAL AGE (3/22/2023), MIT Technology Review, How AI experts are using GPT-4
    75. g-f(2)1014 THE BIG PICTURE OF THE DIGITAL AGE (3/21/2023), geniouxfacts, AI drives cascade of digital transformations!
    76. g-f(2)1013 THE BIG PICTURE OF THE DIGITAL AGE (3/21/2023), Microsoft, Create images with your words – Bing Image Creator comes to the new Bing
    77. g-f(2)1012 THE BIG PICTURE OF THE DIGITAL AGE (3/21/2023), Google, Try Bard and share your feedback
    78. g-f(2)1011 THE BIG PICTURE OF THE DIGITAL AGE (3/21/2023), McKinsey, Generative AI is here: How tools like ChatGPT could change your business
    79. g-f(2)1010 THE BIG PICTURE OF THE DIGITAL AGE (3/21/2023), Forrester, Forrester: Ignoring Generative AI Will Be A Costly Mistake For Enterprises
    80. g-f(2)1009 THE BIG PICTURE OF THE DIGITAL AGE (3/20/2023), For Steve Ballmer, Building An NBA Champion Is Harder Than Running Microsoft But More Fun
    81. g-f(2)1008 THE BIG PICTURE OF THE DIGITAL AGE (3/20/2023), MITSMR, Rethinking Hierarchy
    82. g-f(2)1007 THE BIG PICTURE OF THE DIGITAL AGE (3/20/2023), HBR, Using Technology to Create a Better Customer Experience
    83. g-f(2)1006 THE BIG PICTURE OF THE DIGITAL AGE (3/19/2023), Quanta magazine, The Unpredictable Abilities Emerging From Large AI Models
    84. g-f(2)1005 THE BIG PICTURE OF THE DIGITAL AGE (3/19/2023), Bloomberg, Google Is Making Breakthroughs Much Bigger Than AI
    85. g-f(2)1004 THE BIG PICTURE OF THE DIGITAL AGE (3/18/2023), The g-f New World News (3/17/2023, 2)
    86. g-f(2)1003 Lighthouse of the big picture of the digital age (3/17/2023), Your growth skyrockets with three addends: UAI + AI + PDT
    87. g-f(2)1002 THE BIG PICTURE OF THE DIGITAL AGE (3/16/2023), NYT, Microsoft and Google Unveil A.I. Tools for Businesses
    88. g-f(2)1001 THE BIG PICTURE OF THE DIGITAL AGE (3/16/2023), geniouxfacts, Search engines are fabulous “co-pilots” for looking for GOLDEN KNOWLEDGE
    89. g-f(2)1000 THE BIG PICTURE OF THE DIGITAL AGE (3/15/2023), geniouxfacts, Knowledge is GOLD!
    90. g-f(2)999 THE BIG PICTURE OF THE DIGITAL AGE (3/14/2023), geniouxfacts, Brilliant strategic move by Google making visible an arsenal of benefits with its AI
    91. g-f(2)998 THE BIG PICTURE OF THE DIGITAL AGE (3/14/2023), NYT, 10 Ways GPT-4 Is Impressive but Still Flawed
    92. g-f(2)997 THE BIG PICTURE OF THE DIGITAL AGE (3/14/2023), geniouxfacts, Generative AI will democratize all kinds of content creation
    93. g-f(2)996 THE BIG PICTURE OF THE DIGITAL AGE (3/13/2023), geniouxfacts, Fast valuation of the gold of "The g-f New World News (3/13/2023, 3)"
    94. g-f(2)995 THE BIG PICTURE OF THE DIGITAL AGE (3/13/2023), geniouxfacts, 100 Golden Knowledge Juices From 10 Issues Of "The g-f New World News"
    95. g-f(2)994 THE BIG PICTURE OF THE DIGITAL AGE (3/12/2023), geniouxfacts, Extremely rare gold of "The g-f New World News (2/27/2023, 3)"
    96. g-f(2)993 THE BIG PICTURE OF THE DIGITAL AGE (3/12/2023), geniouxfacts, Fast valuation of the gold of "The g-f New World News (3/8/2023, 2)"
    97. g-f(2)992 THE BIG PICTURE OF THE DIGITAL AGE (3/11/2021), geniouxfacts, Valuing the gold of "The g-f New World News (3/10/2023, 3)"
    98. g-f(2)991 THE NEW WORLD (3/10/2023), geniouxfacts, 10 Golden Knowledge (GK) Containers on Digital Transformation (DT)
    99. g-f(2)990 Lighthouse of the big picture of the digital age (3/10/2023), Your Personal Digital Transformation (PDT) is potentially disruptive!
    100. g-f(2)989 Lighthouse of the big picture of the digital age (3/10/2023), Digital transformation is becoming more potentially disruptive every day
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Tuesday, April 25, 2023

g-f(2)1086 THE BIG PICTURE OF THE DIGITAL AGE (4/25/2023), geniouxfacts, The Golden Knowledge (GK) That Can Change the World


g-f Nugget Golden Knowledge (Nugget GK)



genioux Foundational Fact: The most valuable golden knowledge (GK) is the kind that can change the world. It's the knowledge that can make a difference in people's lives and help us solve the world's problems. However, this golden knowledge (GK) often doesn't go viral. Instead, it's overshadowed by gossip, hype, misinformation, toxic propaganda, and fake news.



This genioux fact is presented in the regular way below.






ULTRA-condensed knowledge

"g-f" fishing of golden knowledge (GK) of the fabulous treasure of the digital age, The New World, Golden Knowledge (GK)


Meme GK






Viral GK






OPPORTUNITY, geniouxfacts


🎯Exceptional Golden Knowledge (GK) Container (g-f EGK)



genioux Foundational Fact: The most valuable golden knowledge (GK) is the kind that can change the world. It's the knowledge that can make a difference in people's lives and help us solve the world's problems. However, this golden knowledge (GK) often doesn't go viral. Instead, it's overshadowed by gossip, hype, misinformation, toxic propaganda, and fake news.


genioux Facts:
  • GK is essential for our progress as a society. 
  • For example, the article "ChatGPT versus Hybrids: The Future Depends on Our Choices" is an example of GK of exceptional quality. It provides a well-researched overview of the challenges facing generative AI and offers thoughtful solutions.
  • This article is worth sharing because it could help shape the future of generative AI in a positive way. 
  • If we want to create a better future, we need to share the knowledge that can make a difference.


"genioux fact" condensed as an image


Extra-condensed knowledge


Extra condensed knowledge complements ultra condensed knowledge.



Meme GK


The Golden Knowledge (GK) That Can Change the World



The best golden knowledge (GK) is the knowledge that can change the world. It is the knowledge that can make a difference in people's lives, and it is the knowledge that can help us to solve the world's problems.

Unfortunately, golden knowledge (GK) of exceptional quality does not go viral, generally. It is often overshadowed by gossip, hype, misinformation, toxic propaganda, and fake news. This is a problem because golden knowledge is essential for our progress as a society.

The article "ChatGPT versus Hybrids: The Future Depends on Our Choices" is an example of golden knowledge (GK) of a rare, exquisite, extraordinary quality. It is a well-researched article that provides a clear and concise overview of the challenges facing generative AI. It also offers thoughtful and insightful solutions to these challenges.

This article is worth sharing with others, as it could help to shape the future of generative AI in a positive way. If we want to create a better future, we need to share the knowledge that can make a difference.

Let's spread the golden knowledge (GK) that can change the world!



Condensed knowledge


The condensed knowledge complements the extra and ultra condensed knowledge.


Meme GK


ChatGPT versus Hybrids: The Future Depends on Our Choices



Insead Knowledge Facts:
  • Imposing the equivalent of a worldwide moratorium on generative artificial intelligence is absurd. But developers might want to pause and reflect on what they hope to achieve before releasing AI applications to the public.
  • This call for reflection came in the wake of overwhelming media coverage of ChatGPT since the chatbot’s launch in November. Unfortunately, the media often fails to distinguish between generative methodologies and artificial intelligence in general. While various forms of AI can be dated back to before the Industrial Revolution, the decreasing cost of computing and the use of public domain software have given rise to more complex methods, especially neural network approaches. There are many challenges facing these generative AI methodologies, but also many possibilities in terms of the way we (humans) work, learn or access information.
  • The GPT approach is broad in its abilities but expensive to implement and open to guesswork. A recent media report, for example, concluded that “ChatGPT Is Pretty Bad At Poetry, According To Poets”.
  • Generative AI is in its infancy. Things will improve over time. Asking to pause research in this area appears naïve in its lack of specificity. What needs to happen is that firms selling this technology must be cautious in releasing it too early or too widely. Minimal quality standards should be encouraged. Many of the platforms developed at the INSEAD TotoGEO AI Lab are in the hands of selected curators verifying veracity and provenance. Our work has already included the use of generative AI to exacting standards in agriculture and research.
  • Soon we can expect to see more hybrid AI methodologies that blend deep learning with cognitive, symbolic, control and/or various rule-based approaches. In all cases, engineers can and have introduced strategic biases into the systems produced, leading to calls for transparency, provenance and accountability. If a plane crashes because of a bad autopilot system, the company creating and/or knowingly using such a faulty system may face liabilities.
  • In the articles to follow in this series, I will explain how these methodologies can take business consulting, education, journalism and search engines to a whole new level.


TotoGEO: The Content Divide




  • TotoGEO YouTube channel: It's time for a radical shift. TotoGEO has teamed up with experts in algorithmic writing at INSEAD. With the power of big data and automatic authoring, we are creating educational materials for millions of people at a fraction of the cost.


REFERENCES





ABOUT THE AUTHORS



Philip M. Parker


Philip M. Parker is a Professor of Marketing at INSEAD and the INSEAD Chaired Professor of Management Science. Before joining INSEAD, he was a Professor of International Strategy and Economics at the University of California, San Diego. He has taught at Harvard University, MIT, Stanford University, and UCLA, and delivered courses in various countries in Africa, the Middle East, Asia, Latin America, North America, and Europe. He has degrees in Finance and Economics, and a PhD from the Wharton School of the University of Pennsylvania.

He is an economist and his research explores why existing theories governing macroeconomic growth and firm level competition yield unreliable forecasts of actual market outcomes. He introduced the idea that physical sciences (physics and physiology) should be directly integrated into macroeconomics. His contrarian research concludes that certain economic development measures, such as income per capita, can dramatically exaggerate the levels of poverty in a country, but also be poor indicators of future economic growth. Some of his work was published in his book Marketing Management: A Strategic Decision-Making Approach and Physioeconomics: The Basis for Long-Run Economic Growth (MIT Press, 2000) in which he forecasts global economic and demographic trends to the year 2100. He argues that critical economic axioms violate laws of physics and shows that convergence across nations is unlikely, if not impossible, in the long run. Free markets will, however, allow countries to converge to similar levels of well-being across individuals, but at dramatically different levels of income-based consumption (i.e. low-income countries may remain so, but will not be “poorer” than high-income countries) provided that citizens are given economic liberty. Wealth redistribution, from “richer” countries to “poorer” countries, in these cases, is not justified for the sake of “poverty reduction”, and may actually increase poverty.



Some relevant characteristics of this "genioux fact"

  • BOMBSHELL KNOWLEDGE
  • Category 2: The Big Picture of the Digital Age
  • [genioux fact deduced or extracted from geniouxfacts + Insead knowledge]
  • This is a “genioux fact fast solution.”
  • Tag Opportunities to those travelling at high speed on GKPath
  • Type of essential knowledge of this “genioux fact”: Essential Analyzed Knowledge (EAK).
  • Type of validity of the "genioux fact". 

    • Inherited from sources + Supported by the knowledge of one or more experts.



References


“genioux facts”: The online program on "MASTERING THE BIG PICTURE OF THE DIGITAL AGE”, g-f(2)1086, Fernando Machuca, April 25, 2023, Genioux.com Corporation.


ABOUT THE AUTHORS


PhD with awarded honors in computer science in France

Fernando is the director of "genioux facts". He is the entrepreneur, researcher and professor who has a disruptive proposal in The Digital Age to improve the world and reduce poverty + ignorance + violence. A critical piece of the solution puzzle is "genioux facts". The Innovation Value of "genioux facts" is exceptional for individuals, companies and any kind of organization.




The 100 most recent "genioux facts"


  • Some relevant and recent "genioux facts" from the g-f golden knowledge pyramid to master the big picture of the digital age. 
    1. g-f(2)1085 THE BIG PICTURE OF THE DIGITAL AGE (4/24/2023), MIT SMR, Leadership Strategies for the Hybrid Workforce
    2. g-f(2)1084 THE BIG PICTURE OF THE DIGITAL AGE (4/24/2023), HBR, Driving Organizational Change — Without Abandoning Tradition
    3. g-f(2)1083 THE BIG PICTURE OF THE DIGITAL AGE (4/24/2023), geniouxfacts, PDT: In the current state Bard and Bing Chatbot are GREAT!
    4. g-f(2)1082 THE BIG PICTURE OF THE DIGITAL AGE (4/23/2023), geniouxfacts, Personal Digital Transformation (g-f PDT): The Key to Success in the Digital Age
    5. g-f(2)1081 THE BIG PICTURE OF THE DIGITAL AGE (4/23/2023), HBR + Deloitte, Do You Really Know The Financial Impacts of Your Digital Transformation?
    6. g-f(2)1080 THE BIG PICTURE OF THE DIGITAL AGE (4/23/2023), Fast Company, How AI could power advertising’s next creative revolution
    7. g-f(2)1079 THE BIG PICTURE OF THE DIGITAL AGE (4/23/2023), Insead Knowledge, Leading Change in Turbulence: Case of Discovery Inc.
    8. g-f(2)1078 THE BIG PICTURE OF THE DIGITAL AGE (4/22/2023), MIT SMR, A Better Way to Pilot Emerging Technologies
    9. g-f(2)1077 THE BIG PICTURE OF THE DIGITAL AGE (4/22/2023), HBR, When Scenario Planning Fails
    10. g-f(2)1076 THE BIG PICTURE OF THE DIGITAL AGE (4/22/2023), geniouxfacts, The AI Revolution and the Transformation Revolution
    11. g-f(2)1075 THE BIG PICTURE OF THE DIGITAL AGE (4/21/2023), geniouxfacts, Bard and Bing Chatbot wrote poems to make the world a better place
    12. g-f(2)1074 THE BIG PICTURE OF THE DIGITAL AGE (4/21/2023), geniouxfacts, genioux Fact: Bard is a poet!
    13. g-f(2)1073 THE BIG PICTURE OF THE DIGITAL AGE (4/21/2023), geniouxfacts, genioux Fact: Bing Chatbot is a poet!
    14. g-f(2)1072 THE BIG PICTURE OF THE DIGITAL AGE (4/20/2023), MIT SMR, A New Way to Manage Customer Portfolios for Maximum Value
    15. g-f(2)1071 THE BIG PICTURE OF THE DIGITAL AGE (4/20/2023), HBR, The Most Successful Approaches to Leading Organizational Change
    16. g-f(2)1070 THE BIG PICTURE OF THE DIGITAL AGE (4/20/2023), geniouxfacts, Bard and Bing Chatbot wrote stories to teach humanity to trust AI
    17. g-f(2)1069 Nugget "genioux fact" 5, MIT SMR, Making 600 Billion Decisions With AI: Expedia Group’s Rathi Murthy
    18. g-f(2)1068 THE BIG PICTURE OF THE DIGITAL AGE (4/19/2023), MIT SMR + Deloitte, A Workforce Ecosystem Orchestration Framework
    19. g-f(2)1067 Nugget "genioux fact" 4, HBR, Research: Asynchronous Work Can Fuel Creativity
    20. g-f(2)1066 Nugget "genioux fact" 3, MIT SMR, Well-Being Intelligence: A Skill Set for the New World of Work
    21. g-f(2)1065 Nugget "genioux fact" 2, "genioux facts": The moment of AI has arrived
    22. g-f(2)1064 Nugget "genioux fact" 1, Responsible and light-filled leadership of the G-7
    23. g-f(2)1063 THE BIG PICTURE OF THE DIGITAL AGE (4/17/2023), geniouxfacts, The “Positive Disruption: Transformation Revolution” has accelerated
    24. g-f(2)1062 THE BIG PICTURE OF THE DIGITAL AGE (4/16/2023), geniouxfacts, "genioux facts": Knowledge Juices with Different Degrees of Condensation
    25. g-f(2)1061 Two different concepts of the New World: g-f New World (A vision for a future of prosperity for all) and the historical New World
    26. g-f(2)1060 THE BIG PICTURE OF THE DIGITAL AGE (4/15/2023), geniouxfacts, The great short story of Bard about THE g-f foundational fact
    27. g-f(2)1059 THE BIG PICTURE OF THE DIGITAL AGE (4/15/2023), geniouxfacts, The amazing short story of Bing Chat about THE g-f foundational fact
    28. g-f(2)1058 THE BIG PICTURE OF THE DIGITAL AGE (4/15/2023), geniouxfacts, The New World is a land of opportunity, but it is also a land of challenge
    29. g-f(2)1057 THE BIG PICTURE OF THE DIGITAL AGE (4/14/2023), geniouxfacts, 10 Golden Knowledge (GK) Containers in Artificial Intelligence (AI)
    30. g-f(2)1056 THE BIG PICTURE OF THE DIGITAL AGE (4/14/2023), Amazon, AWS announces Amazon Bedrock and multiple generative AI services and capabilities
    31. g-f(2)1055 THE BIG PICTURE OF THE DIGITAL AGE (4/13/2023), geniouxfacts, g-f Responsible Individual Leaders update their paradigms in the New World
    32. g-f(2)1054 THE BIG PICTURE OF THE DIGITAL AGE (4/13/2023), geniouxfacts, The May-June 2023 issue of HBR is a veritable treasure trove of knowledge
    33. g-f(2)1053 THE BIG PICTURE OF THE DIGITAL AGE (4/12/2023), INSEAD, AI as a Force for Good in International Organisations w/ INSEAD faculty Phanish Puranam
    34. g-f(2)1052 THE BIG PICTURE OF THE DIGITAL AGE (4/12/2023), CIO, Three Strategies that Empower Employees
    35. g-f(2)1051 THE BIG PICTURE OF THE DIGITAL AGE (4/11/2023), geniouxfacts, Responsible leaders will shape the future of our world!
    36. g-f(2)1050 THE BIG PICTURE OF THE DIGITAL AGE (4/11/2023), Microsoft, Hybrid Work Is Just Work. Are We Doing It Wrong?
    37. g-f(2)1049 THE BIG PICTURE OF THE DIGITAL AGE (4/10/2023), geniouxfacts, 10 Golden Knowledge (GK) Containers in Artificial Intelligence (AI)
    38. g-f(2)1048 THE BIG PICTURE OF THE DIGITAL AGE (4/9/2023), geniouxfacts, A GK juice to fuel growth in the US and beyond
    39. g-f(2)1047 THE BIG PICTURE OF THE DIGITAL AGE (4/8/2023), geniouxfacts, The “g-f superpower” is a paradigm of the New World
    40. g-f(2)1046 THE BIG PICTURE OF THE DIGITAL AGE (4/7/2023), Microsoft, Edge features to help you stay organized and power your productivity
    41. g-f(2)1045 THE BIG PICTURE OF THE DIGITAL AGE (4/7/2023), WSJ, Google CEO Sundar Pichai Says Search to Include Chat AI
    42. g-f(2)1044 THE BIG PICTURE OF THE DIGITAL AGE (4/6/2023), The HILL, Russia’s transformation into China’s vassal: Has Putin or Xi blundered?
    43. g-f(2)1043 THE BIG PICTURE OF THE DIGITAL AGE (4/6/2023), g-f EGK, JPantsjoha, Thriving in the Exponential Age: How Generative AI will Disrupt Your Professions in the Digital Era
    44. g-f(2)1042 THE BIG PICTURE OF THE DIGITAL AGE (4/5/2023), geniouxfacts, 10 Golden Knowledge (GK) Containers in Artificial Intelligence (AI)
    45. g-f(2)1041 THE BIG PICTURE OF THE DIGITAL AGE (4/5/2023), HAI, Measuring trends in Artificial Intelligence
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    47. g-f(2)1039 THE BIG PICTURE OF THE DIGITAL AGE (4/4/2023), g-f EGK, Digital-Akademie, Digital Transformation - The Big Picture (Edition 2022)
    48. g-f(2)1038 THE BIG PICTURE OF THE DIGITAL AGE (4/4/2023), geniouxfacts, 10 GK Containers in Digital Transformation
    49. g-f(2)1037 THE BIG PICTURE OF THE DIGITAL AGE (4/3/2023), Bloomberg, Why the AI Economy Might Be Better for Everyone
    50. g-f(2)1036 THE BIG PICTURE OF THE DIGITAL AGE (4/2/2023), DW News, Who will win the race to dominate AI? | Business Beyond
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    56. g-f(2)1030 THE BIG PICTURE OF THE DIGITAL AGE (3/30/2023), Phys.org, How is AI changing the way we write and create?
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    58. g-f(2)1028 THE BIG PICTURE OF THE DIGITAL AGE (3/29/2023), MITSMR, A One-Stop Data Shop: The Lego Group’s Anders Butzbach Christensen
    59. g-f(2)1027 THE BIG PICTURE OF THE DIGITAL AGE (3/29/2023), Forbes, Leadership In The Age Of AI: How To Build Your AI Literacy
    60. g-f(2)1026 THE BIG PICTURE OF THE DIGITAL AGE (3/29/2023), geniouxfacts, 10 GK Containers in Digital Transformation
    61. g-f(2)1025 THE BIG PICTURE OF THE DIGITAL AGE (3/28/2023), geniouxfacts, 10 Golden Knowledge (GK) Containers in AI
    62. g-f(2)1024 geniouxfacts, THE BIG PICTURE OF THE DIGITAL AGE: The Key Findings of Our Research (03/26/2023)
    63. g-f(2)1023 THE BIG PICTURE OF THE DIGITAL AGE (3/26/2023), geniouxfacts, Steve Denning masters the digital age
    64. g-f(2)1022 THE BIG PICTURE OF THE DIGITAL AGE (3/26/2023), geniouxfacts, “genioux facts” are the building blocks of Golden Knowledge (GK) that can help create a better world
    65. g-f(2)1021 THE BIG PICTURE OF THE DIGITAL AGE (3/24/2023), geniouxfacts, 10 Golden Knowledge (GK) Containers in AI
    66. g-f(2)1020 THE BIG PICTURE OF THE DIGITAL AGE (3/23/2023), NYT, Chatbot Start-Up Character.AI Valued at $1 Billion in New Funding Round
    67. g-f(2)1019 THE BIG PICTURE OF THE DIGITAL AGE (3/23/2023), geniouxfacts, The extraordinarily erratic behavior of two world leaders, Xi Jinping and Vladimir Putin
    68. g-f(2)1018 THE BIG PICTURE OF THE DIGITAL AGE (3/23/2023), Bill Gates, The Age of AI has begun
    69. g-f(2)1017 THE BIG PICTURE OF THE DIGITAL AGE (3/22/2023), geniouxfacts, State-of-the-art g-f fishing in artificial intelligence (AI), 12:01 PM
    70. g-f(2)1016 THE BIG PICTURE OF THE DIGITAL AGE (3/22/2023), NVIDIA, NVIDIA Launches Inference Platforms for Large Language Models and Generative AI Workloads
    71. g-f(2)1015 THE BIG PICTURE OF THE DIGITAL AGE (3/22/2023), MIT Technology Review, How AI experts are using GPT-4
    72. g-f(2)1014 THE BIG PICTURE OF THE DIGITAL AGE (3/21/2023), geniouxfacts, AI drives cascade of digital transformations!
    73. g-f(2)1013 THE BIG PICTURE OF THE DIGITAL AGE (3/21/2023), Microsoft, Create images with your words – Bing Image Creator comes to the new Bing
    74. g-f(2)1012 THE BIG PICTURE OF THE DIGITAL AGE (3/21/2023), Google, Try Bard and share your feedback
    75. g-f(2)1011 THE BIG PICTURE OF THE DIGITAL AGE (3/21/2023), McKinsey, Generative AI is here: How tools like ChatGPT could change your business
    76. g-f(2)1010 THE BIG PICTURE OF THE DIGITAL AGE (3/21/2023), Forrester, Forrester: Ignoring Generative AI Will Be A Costly Mistake For Enterprises
    77. g-f(2)1009 THE BIG PICTURE OF THE DIGITAL AGE (3/20/2023), For Steve Ballmer, Building An NBA Champion Is Harder Than Running Microsoft But More Fun
    78. g-f(2)1008 THE BIG PICTURE OF THE DIGITAL AGE (3/20/2023), MITSMR, Rethinking Hierarchy
    79. g-f(2)1007 THE BIG PICTURE OF THE DIGITAL AGE (3/20/2023), HBR, Using Technology to Create a Better Customer Experience
    80. g-f(2)1006 THE BIG PICTURE OF THE DIGITAL AGE (3/19/2023), Quanta magazine, The Unpredictable Abilities Emerging From Large AI Models
    81. g-f(2)1005 THE BIG PICTURE OF THE DIGITAL AGE (3/19/2023), Bloomberg, Google Is Making Breakthroughs Much Bigger Than AI
    82. g-f(2)1004 THE BIG PICTURE OF THE DIGITAL AGE (3/18/2023), The g-f New World News (3/17/2023, 2)
    83. g-f(2)1003 Lighthouse of the big picture of the digital age (3/17/2023), Your growth skyrockets with three addends: UAI + AI + PDT
    84. g-f(2)1002 THE BIG PICTURE OF THE DIGITAL AGE (3/16/2023), NYT, Microsoft and Google Unveil A.I. Tools for Businesses
    85. g-f(2)1001 THE BIG PICTURE OF THE DIGITAL AGE (3/16/2023), geniouxfacts, Search engines are fabulous “co-pilots” for looking for GOLDEN KNOWLEDGE
    86. g-f(2)1000 THE BIG PICTURE OF THE DIGITAL AGE (3/15/2023), geniouxfacts, Knowledge is GOLD!
    87. g-f(2)999 THE BIG PICTURE OF THE DIGITAL AGE (3/14/2023), geniouxfacts, Brilliant strategic move by Google making visible an arsenal of benefits with its AI
    88. g-f(2)998 THE BIG PICTURE OF THE DIGITAL AGE (3/14/2023), NYT, 10 Ways GPT-4 Is Impressive but Still Flawed
    89. g-f(2)997 THE BIG PICTURE OF THE DIGITAL AGE (3/14/2023), geniouxfacts, Generative AI will democratize all kinds of content creation
    90. g-f(2)996 THE BIG PICTURE OF THE DIGITAL AGE (3/13/2023), geniouxfacts, Fast valuation of the gold of "The g-f New World News (3/13/2023, 3)"
    91. g-f(2)995 THE BIG PICTURE OF THE DIGITAL AGE (3/13/2023), geniouxfacts, 100 Golden Knowledge Juices From 10 Issues Of "The g-f New World News"
    92. g-f(2)994 THE BIG PICTURE OF THE DIGITAL AGE (3/12/2023), geniouxfacts, Extremely rare gold of "The g-f New World News (2/27/2023, 3)"
    93. g-f(2)993 THE BIG PICTURE OF THE DIGITAL AGE (3/12/2023), geniouxfacts, Fast valuation of the gold of "The g-f New World News (3/8/2023, 2)"
    94. g-f(2)992 THE BIG PICTURE OF THE DIGITAL AGE (3/11/2021), geniouxfacts, Valuing the gold of "The g-f New World News (3/10/2023, 3)"
    95. g-f(2)991 THE NEW WORLD (3/10/2023), geniouxfacts, 10 Golden Knowledge (GK) Containers on Digital Transformation (DT)
    96. g-f(2)990 Lighthouse of the big picture of the digital age (3/10/2023), Your Personal Digital Transformation (PDT) is potentially disruptive!
    97. g-f(2)989 Lighthouse of the big picture of the digital age (3/10/2023), Digital transformation is becoming more potentially disruptive every day
    98. g-f(2)988 Lighthouse of the big picture of the digital age (3/9/2023), The "Positive Disruption: AI Revolution" has accelerated
    99. g-f(2)987 THE NEW WORLD (3/8/2023), WSJ, How Google Became Cautious of AI and Gave Microsoft an Opening
    100. g-f(2)986 Lighthouse of the big picture of the digital age (3/8/2023), The New World is mostly colonized by global tech leaders
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