g-f(2)548 THE BIG PICTURE OF THE DIGITAL AGE (10/7/2021), MIT SMR, AI-at-Scale Hinges on Gaining a ‘Social License’

ULTRA-condensed knowledge

"g-f" fishing of golden knowledge (GK) of the fabulous treasure of the digital age, Artificial Intelligence, ‘Social License’ (10/7/2021)  g-f(2)426 

Opportunity 

AI-at-Scale Hinges on Gaining a ‘Social License’, MIT SMR

• Currently, businesses planning to deploy AI are most concerned with obtaining an economic license to do so — that is, gaining support from shareholders and executives — and a legal license, in the form of regulatory permits and compliance with statutory obligations. 
• But only when companies are able to earn a social license, winning the trust of employees, customers, and society at large, will they have what is required for the sustained use of AI at scale.
• The Three Pillars of the Social License for AI
• Winning a social license to deploy AI will require organizations to adhere to the principles of responsible AI design; ensure that all stakeholders perceive the benefits of using AI as greater than the costs; and demonstrate that they can be trusted and will be accountable.

Genioux knowledge fact condensed as an image

References

AI-at-Scale Hinges on Gaining a ‘Social License’, François Candelon, Rodolphe Charme di Carlo, and Steven D. Mills, October 7, 2021, MIT Sloan Management Review, MIT SMR. 

Extra-condensed knowledge

ALERT 

Why Responsible AI Isn’t Enough, MIT SMR

• Adhering to the concepts of responsible AI enables companies to develop AI technology that works for the good; it forces business to go beyond algorithmic fairness and bias to identify the technology’s potential effects on safety and privacy. However, following the doctrine of responsible AI has proved to be insufficient.
• Underlying the issue is the reality that while being trusted and being responsible may be related, they are distinct from each other. Responsibility may foster trust, but it can never be a substitute for it.

Condensed knowledge

• CONTEXT: The Golden Knowledge Path ("GKPath") digital highway
• Opportunity, Discovering and exploiting the treasure of the digital age
  • "genioux facts", the online programme on MASTERING “THE BIG PICTURE OF THE DIGITAL AGE”, builds The Golden Knowledge Path (GKPath) digital highway to discovering and exploiting the treasure of the digital age, accelerating everyone's success in the digital age. g-f(2)254, g-f(2)260, g-f(2)261, g-f(2)251, g-f(2)312, g-f(2)256, g-f(2)257, g-f(2)272, g-f(2)271, g-f(2)270, g-f(2)268, g-f(2)269, g-f(2)289, g-f(2)283, g-f(2)287, g-f(2)313, g-f(2)293, g-f(2)294, g-f(2)296, g-f(2)298  
  • The inverted mini pyramid of knowledge, g-f(256), is essential to travel on the "GKPath" highway.
  • g-f(2)256 The Big Picture of the Digital Age (5/2/2021), geniouxfacts, The fundamental knowledge mini-pyramid for traveling on the "GKPath" highway.
• Key "genioux facts" to travel on the "GKPath" highway.
• g-f(2)261 The Big Picture of the Digital Age (5/5/2021), geniouxfacts, You are unique. Grow without limits in the digital age.
• g-f(2)257 The Big Picture of the Digital Age (5/3/2021), geniouxfacts, At any moment you take the fastest path (GKPath) to your greatness.
• g-f(2)254 The Big Picture of the Digital Age (5/1/2021), geniouxfacts, The Golden Knowledge Path (GKPath) to accelerate everyone's success.
• g-f(2)260 The Big Picture of the Digital Age (5/4/2021), geniouxfacts, Alerts, Warnings and Relevant Lessons Learned Traveling at High Speed ​​on GKPath.

Opportunity 

The Foundations of Trust, MIT SMR

• Stakeholders’ trust in AI applications stem from three sources:
• Social contracts. Stakeholders must accept that companies that develop AI applications can be trusted with their use as well as with the acquisition of real-time data to feed their algorithms. 
• Benefits. Businesses’ perception that the advantages of using AI are greater than the costs of doing so must be widely shared by other stakeholders. 
• Responsibility. If companies are to be answerable to society, they must be able to justify how their AI algorithms work.

Some relevant characteristics of this "genioux fact"

• Category 2: The Big Picture of the Digital Age
• [genioux fact deduced or extracted from geniouxfacts]
• This is a “genioux fact fast solution.”
• Tag Opportunities 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.

• Authors of the genioux fact
• Fernando Machuca

References

“genioux facts”: The online programme on MASTERING “THE BIG PICTURE OF THE DIGITAL AGE”, g-f(2)548, Fernando Machuca, October 7, 2021, blog.geniouxfacts.com, geniouxfacts.com, Genioux.com Corporation.

ABOUT THE AUTHORS

Fernando Machuca

CEO ‎Genioux.com Corporation

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.

Key “genioux facts”

• Some relevant and recent "genioux facts" from the g-f golden knowledge pyramid to master the big picture of the digital age. 
  Opportunities those travelling at high speed on GKPath
  • Opportunities updates (10/7/2021) for those traveling at high speed on GKPath!
  • Tag Alerts those traveling at high speed on GKPath
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  • g-f(2)414 THE BIG PICTURE OF THE DIGITAL AGE (8/9/2021), geniouxfacts, The China that makes us fall in love: talent, brilliance and solidarity
  • g-f(2)413 THE BIG PICTURE OF THE DIGITAL AGE (8/9/2021), geniouxfacts, Tokyo 2020 (2021) has been an oasis of hope for humanity
  • g-f(2)412 THE BIG PICTURE OF THE DIGITAL AGE (8/8/2021), YAHOO SPORTS, U.S. rallies to top China in Tokyo Olympics gold medal tally
  • g-f(2)411 THE BIG PICTURE OF THE DIGITAL AGE (8/7/2021), geniouxfacts, A picture is worth a thousand words
  • g-f(2)410 THE BIG PICTURE OF THE DIGITAL AGE (8/6/2021), CIO, Five big ideas for reinventing IT
  • g-f(2)409 THE BIG PICTURE OF THE DIGITAL AGE (8/6/2021), HBR, The Rules of Co-opetition
  • g-f(2)408 THE BIG PICTURE OF THE DIGITAL AGE (8/5/2021), geniouxfacts, HBR Magazine, July to August 2021, is a mine of exceptional golden knowledge
  • g-f(2)406 THE BIG PICTURE OF BUSINESS ARTIFICIAL INTELLIGENCE (8/3/2021), MIT SMR, Achieving Return on AI Projects
  • g-f(2)405 THE BIG PICTURE OF BUSINESS ARTIFICIAL INTELLIGENCE (8/3/2021), MEDIA, Google is getting serious about the future of its smartphone business
  • g-f(2)404 THE BIG PICTURE OF THE DIGITAL AGE (8/2/2021), Inc., Tim Cook's Apple Is Facing the Unthinkable: Cracks in Its Perfectly Polished Image
  • g-f(2)403 THE BIG PICTURE OF THE DIGITAL AGE (8/1/2021), Forbes, Better Than Values: Mandatory Principles
  • g-f(2)402 THE BIG PICTURE OF THE DIGITAL AGE (7/31/2021), geniouxfacts, The new world needs a universal digital culture with clear universal principles and values
  • g-f(2)401 THE BIG PICTURE OF BUSINESS ARTIFICIAL INTELLIGENCE (7/30/2021), Forbes, Four Steps Before Investing In Artificial Intelligence
  • g-f(2)400 THE BIG PICTURE OF THE DIGITAL AGE (7/29/2021), BCG, YouTube Channel, Craft a Clear Integrated Strategy
  • g-f(2)399 THE BIG PICTURE OF THE DIGITAL AGE (7/29/2021), BCG, Helping companies achieve sustainability as advantage
  • g-f(2)398 THE BIG PICTURE OF THE DIGITAL AGE (7/29/2021), BCG, Why the New Competitive Advantage Demands Sustainability
  • g-f(2)396 THE BIG PICTURE OF THE DIGITAL AGE (7/28/2021), Insead Knowledge, Two CEOs, No Drama: Ground Rules for Co-Leadership
  • g-f(2)393 THE BIG PICTURE OF THE DIGITAL AGE (7/26/2021), geniouxfacts, The digital age is growth with meaning to together improve the world
  • g-f(2)392 THE BIG PICTURE OF BUSINESS ARTIFICIAL INTELLIGENCE (7/25/2021), Phys.org, Artificial intelligence helps improve NASA's eyes on the Sun
  • g-f(2)391 THE BIG PICTURE OF THE DIGITAL AGE (7/24/2021), MIT Sloan Executive Education, Becoming a Digital Master in Today's Changing World
  • g-f(2)390 THE BIG PICTURE OF THE DIGITAL AGE (7/23/2021), MIT SMR, Accelerate Digital Transformation With ‘No-Code’ Software Tools
  • g-f(2)388 The Big Picture of Business Artificial Intelligence (7/22/2021), NYTimes, A.I. Predicts the Shapes of Molecules to Come
  • g-f(2)387 THE BIG PICTURE OF THE DIGITAL AGE (7/22/2021), geniouxfacts, Challenge: Feed the entire pyramid of humanity with golden knowledge
  • g-f(2)386 The Big Picture of Business Artificial Intelligence (7/21/2021), STAT, Explaining medical AI is easier said than done.
  • g-f(2)385 THE BIG PICTURE OF THE DIGITAL AGE (7/21/2021), WSJ, Investigation: How TikTok's Algorithm Figures Out Your Deepest Desire
  • g-f(2)384 THE BIG PICTURE OF THE DIGITAL AGE (7/21/2021), geniouxfacts, The digital age is the age of freedom, especially the freedom to dream!
  • g-f(2)383 The Big Picture of Business Artificial Intelligence (7/20/2021), yahoo!finance/Cision, Global Personal Artificial Intelligence and Robotics Market Report 2021: Personalized Robot Components will Reach $15.0 Billion by 2026.
  • g-f(2)382 The Big Picture of the Digital Age, Untapped free golden knowledge of exceptional quality, YouTube channel, MITSMR, MIT Sloan Management Review, 7/20/2021.
  • g-f(2)381 The Big Picture of the Digital Age (7/19/2021), geniouxfacts, Observing the new world with our exceptional general natural intelligence.
  • g-f(2)380 The Big Picture of Business Artificial Intelligence (7/17/2021), VB, The future of deep learning, according to its pioneers
  • g-f(2)379 The big picture of the digital age (7/17/2021), geniouxfacts, The treasure of the digital age is not available to the entire pyramid of humanity!
  • g-f(2)378 The big picture of the digital age (7/16/2021), Media, The digital age unmasks the failed Cuban communist system
  • g-f(2)377 The Big Picture of Business Artificial Intelligence (7/16/2021), Phys.org, New artificial intelligence software can compute protein structures in 10 minutes
  • g-f(2)375 The Big Picture of Business Artificial Intelligence (7/15/2021), MIT Sloan, How to prepare for the AI productivity boom
  • g-f(2)374 The big picture of the digital age, Untapped free golden knowledge of exceptional quality, YouTube Channel, Wharton School, 7/14/2021.
  • g-f(2)370 The Big Picture of Business Artificial Intelligence (7/13/2021), PRNewswire, IoT Machine Learning and Artificial Intelligence Services to Reach US$3.6 Billion in Revenue in 2026
  • g-f(2)369 The big picture of the digital age (7/12/2021), The Atlantic, KILL THE 5-DAY WORKWEEK
  • g-f(2)368 The big picture of the digital age (7/12/2021), The Atlantic, The Pandemic Did Not Affect Mental Health the Way You Think
  • g-f(2)367 The Big Picture of Business Artificial Intelligence (7/12/2021), Wired, Need to Fit Billions of Transistors on a Chip? Let AI Do It
  • g-f(2)366 The big picture of your life (7/11/2021), geniouxfacts, Fishing for Golden Knowledge in the age of abundance
  • g-f(2)365 The big picture of your life (7/10/2021), geniouxfacts, The digital age offers you a wonderful treasure tailor-made for you
  • g-f(2)364 The big picture of your life (7/9/2021), geniouxfacts, The path to your greatness and your Personal Digital Transformation (PDT) in a “g-f KBP” Chart.
  • g-f(2)363 The big picture of the digital age (7/8/2021), ASCM, COVID-19 Accelerates Technological Change
  • g-f(2)362 The big picture of the digital age (7/8/2021), CIO, Predictive analytics: 4 success stories
  • g-f(2)361 The big picture of the digital age (7/7/2021), MIT SMR, Summer 2021 Issue
  • g-f(2)360 The big picture of the digital age (7/7/2021), HBR, Magazine (July–August 2021)
  • g-f(2)359 The big picture of the digital age (7/6/2021), MIT SMR, Leadership at a Time When Every Company Is a Tech Company
  • g-f(2)357 The big picture of the digital age (7/5/2021), The Week, Microsoft's quiet triumph
  • g-f(2)356 The big picture of the digital age (7/4/2021), geniouxfacts, Challenge: Discover the treasure of the digital age
  • g-f(2)355 The big picture of your life (7/3/2021), geniouxfacts, Enjoy the greatest pleasure of learning with the “g-f” golden juices of knowledge
  • g-f(2)353 The big picture of the digital transformation (7/2/2021), WEF, Digital Culture: The Driving Force of Digital Transformation
  • g-f(2)352 The big picture of the digital transformation (7/1/2021), WEF, How digital culture is critical to successful digital transformations
  • g-f(2)343 The big picture of the digital age (6/26/2021), geniouxfacts, Learn to Fish Golden Knowledge (GK) to Unleash Your Unlimited Growth
  • g-f(2)346 The big picture of your life (6/28/2021), geniouxfacts, All who fish for Golden Knowledge (GK) to grow find
  • g-f(2)339 The big picture of your life (6/24/2021), geniouxfacts, Take advantage of the wisdom of geniuses applied to the digital age
  • g-f(2)338 The big picture of your life (6/24/2021), geniouxfacts, Take advantage of popular wisdom applied to the digital age
  • Take advantage of the right Golden Knowledge (GK), be a successful learner and enjoy the full range of opportunities of the digital age to revolutionize yourself and grow without limits.
  • The big picture of your life can drastically limit your growth, or it can open up unimaginable opportunities. 
  • Your Personal Digital Transformation (PDT) is potentially wonderful and disruptive!
  • g-f(2)334 The big picture of the digital age (6/21/2021), WSJ, U.S. Economy Is Bouncing Back From Covid-19. Now Foreign Investors Are Rushing In.
  • g-f(2)333 The big picture of the digital age (6/20/2021), geniouxfacts, How AI teaches how to optimize human intelligence
  • g-f(2)332 The Big Picture of Business Artificial Intelligence (6/20/2021), IBM, Global Data from IBM Points to AI Growth as Businesses Strive for Resilience
  • g-f(2)331 The Big Picture of Business Artificial Intelligence (6/20/2021), IBM, Global AI Adoption Index 2021
  • g-f(2)320 The Big Picture of Business Artificial Intelligence (6/14/2021), VB, DeepMind says reinforcement learning is ‘enough’ to reach general AI
  • g-f(2)249 The Big Picture of the Digital Age (4/28/2021), geniouxfacts, There are emerging technologies and multidisciplinary knowledge that can radically improve the world.
  • g-f(2)314 The big picture of the digital age (6/9/2021), NYT, Media, Senate Passes Bill to Bolster Competitiveness With China!
  • g-f(2)312 Ultra Condensed Golden Knowledge Juice: In the current big picture of the digital age (6/8/2021), your Personal Digital Transformation (PDT) is potentially wonderful and disruptive!
  • g-f(2)311 The big picture of the digital age (6/7/2021), MIT SMR, How a Startup Mindset Brews Innovation at a Global Scale
  • g-f(2)310 The big picture of the digital age (6/7/2021), WSJ, FBI Director Compares Ransomware Challenge to 9/11.
  • g-f(2)309 The big picture of the digital age (6/6/2021), geniouxfacts, Ultra Condensed Golden Knowledge Juice: In the current state of the art Digital Transformation (DT) is wonderful and potentially disruptive!
  • g-f(2)308 The Big Picture of Business Artificial Intelligence (6/5/2021), geniouxfacts, Ultra Condensed Golden Knowledge Juice: AI in Its Current State Is Already Wonderful.
  • g-f(2)307 The Big Picture of Business Artificial Intelligence (6/3/2021), MIT Technology Review, AI is learning how to create itself.
  • g-f(2)302 The big picture of the digital age (5/31/2021), MIT SMR, Self-Sufficient Production Following the Pandemic.
  • g-f(2)301 The big picture of the digital age (5/30/2021), MIT SMR, Digital Fabrication During the COVID-19 Pandemic.
  • g-f(2)300 The big picture of the digital age, Untapped free golden knowledge of exceptional quality, Boston Global Forum YouTube channel, 5/30/2021.
  • g-f(2)299 The big picture of the digital age, MIT SMR, THE THIRD DIGITAL REVOLUTION: 10 relevant lessons learned (5/30/2021).
  • g-f(2)126 THE BIG PICTURE OF THE DIGITAL AGE, MIT SMR, The Promise of Self-Sufficient Production. Digital fabrication represents a third digital revolution.
  • g-f(2)254 The Big Picture of the Digital Age (5/1/2021), geniouxfacts, The Golden Knowledge Path (GKPath) to accelerate everyone's success.
  • g-f(2)260 The Big Picture of the Digital Age (5/4/2021), geniouxfacts, Alerts, Warnings and Relevant Lessons Learned Traveling at High Speed ​​on GKPath.
  • g-f(2)271 The Big Picture of the Digital Age (5/11/2021), geniouxfacts, The inverted pyramid of knowledge of a “genioux fact fast solution”: From GOLD JUICES to GOLD FRUITS.
  • g-f(2)256 The Big Picture of the Digital Age (5/2/2021), geniouxfacts, The fundamental knowledge mini-pyramid for traveling on the "GKPath" highway.

• A list of relevant "genioux facts" that describe a "Classical CONTEXT" of the Digital Age
1. g-f(2)45 "The Big Picture of the Digital Age": Knowledge opens the way to staggering opportunities, risks and challenges
2. g-f(2)50 The Big Picture of the Digital Age: Mines of Golden Knowledge Growing Every Day
3. g-f(2)74 THE BIG PICTURE OF THE DIGITAL AGE: Rapid change, incertitude and disruption, in a hypercompetitive environment
4. g-f(1)28 The pyramid of knowledge of a “genioux fact”: From GOLD FRUITS to GOLD JUICES
5. g-f(2)51 The Big Picture of the Digital Age: The Value of Golden Knowledge is Relative
6. g-f(2)99 THE BIG PICTURE OF THE DIGITAL AGE, The “genioux facts”: Essential knowledge to unleash your limitless growth.
7. g-f(2)75 THE BIG PICTURE OF THE DIGITAL AGE: “Infinite Learners” to keep pace with change, incertitude and disruption, in a hypercompetitive environment
8. g-f(2)151 The Big Picture of the Digital Transformation, 3/1/2021, geniouxfacts, How To Succeed At Business Digital Transformation.
9. g-f(2)153 The Big Picture of Business Artificial Intelligence (3/3/2021) in a Single “g-f KBP” Chart
10. g-f(2)174 THE BIG PICTURE OF THE DIGITAL AGE (3/20/2021), geniouxfacts, Executive guide of golden knowledge to fire up your unlimited growth.
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