Tuesday, November 28, 2023

g-f(2)1648 Intelligent Automation Meets Intelligent Oversight: The Trust Imperative

 

Lighthouse of the Big Picture of the Digital Age


genioux Fact post by Fernando Machuca and Claude


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Introduction by Fernando


In the g-f New World, the pace of the AI revolution is rapidly accelerating, catalyzing personal, business, organizational, and national digital transformation.


Lighthouse of the Big Picture of the Digital Age


The journey of the AI assistant is progressing at an impressive speed. We’re witnessing its evolution unfold in three distinct phases: assistant, concierge, and agent. This progression is exhilarating, promising to streamline our lives by eliminating mundane tasks and enhancing our productivity. However, anyone who has ever employed an assistant knows that the efficacy of the relationship hinges on trust. Kathy Baxter and Yoav Schlesinger, authors of the HBR GK article “How Companies Can Build Trustworthy AI Assistants,” delve into the potential pitfalls of autonomous agents and discuss how companies can responsibly deploy them.



Introduction


As AI assistants evolve into autonomous agents acting without human oversight, establishing trust and safety guardrails becomes imperative. This article explores considerations for responsible governance.



genioux GK Nugget


"Realizing autonomous AI's promise requires mitigating amplified risks from lack of human review, poor data, and accountability gaps through governance centering ethics and security." — Fernando Machuca and Claude


Lighthouse of the Big Picture of the Digital Age



genioux Foundational Fact


The article outlines an assistant to agent progression for AI systems, promising great efficiency gains but needing trust. It details four escalating danger areas - like interaction effects, data errors, and responsibility gaps. Recommendations include restricting use cases, adding alerts and safeguards, adversarial testing, highlighting limitations, and stringent access controls.



Top 10 genioux Facts


Lighthouse of the Big Picture of the Digital Age


  1. AI agents promise to eliminate tedious tasks through proactive orchestration.
  2. The assistant-concierge-agent evolution parallels human assistants.
  3. Public skepticism of responsible AI use is increasing.
  4. Autonomous operation multiplies risks including hidden biases.
  5. Lack of human review, bad data, and ambiguity around accountability.
  6. Guidelines should prohibit high-risk applications without human involvement.
  7. Warning systems and emergency stops can counter threats.
  8. Continual adversarial testing and indicating confidence levels bolster trust.
  9. Strict permissioning and rate limiting enable oversight.
  10. Efficiency gains necessitate balancing benefits and safeguards.



Conclusion


AI automation offers an alluring productivity upside but concentrated perils demanding mitigation before merits materialize. Responsible governance and policies centered on security, transparency, and ethics pave inroads to trustworthy integration.



REFERENCE

The GK Article


Kathy Baxter and Yoav Schlesinger, How Companies Can Build Trustworthy AI Assistants, Harvard Business Review, November 27, 2023.


Kathy Baxter

Kathy Baxter is Principal Architect of Ethical AI Practice at Salesforce, developing research-informed best practices to educate Salesforce employees, customers, and the industry on the development of responsible AI. She collaborates and partners with external AI and ethics experts to continuously evolve Salesforce policies, practices, and products. She is a member of Singapore’s Advisory Council on the Ethical Use of AI and Data, Visiting AI Fellow at NIST, and on the Board of EqualAI. Prior to Salesforce, she worked at Google, eBay, and Oracle in User Experience Research. She is the co-author of “Understanding Your Users: A Practical Guide to User Research Methodologies.”


Yoav Schlesinger 

Yoav Schlesinger is an Architect of Ethical AI Practice at Salesforce, helping the company embed and instantiate ethical product practices to maximize the societal benefits of AI. Prior to coming to Salesforce, Yoav was a founding member of the Tech and Society Solutions Lab at Omidyar Network, where he launched the Responsible Computer Science Challenge and helped develop EthicalOS, a risk mitigation toolkit for product managers.



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.


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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.
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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)1641 The 10 Most Read genioux Fact Posts of the Month (11/26/2023)


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.
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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)1638 The 10 Most Read genioux Fact Posts of the Week (11/26/2023)


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.
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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)1642 The Journey to Greatness: Knowledge Lighting the Way


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)1648: 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)1648, Fernando Machuca and Claude, November 28, 2023, Genioux.com Corporation.

The genioux facts program has established a robust foundation of over 1647 Big Picture of the Digital Age posts [g-f(2)1 - g-f(2)1647].

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