Thursday, September 23, 2021

g-f(2)512 The Big Picture of the Digital Age (9/23/2021), geniouxfacts, The Unstoppable Advances Of Artificial Intelligence


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"g-f" fishing of golden knowledge (GK) of the fabulous treasure of the digital ageArtificial intelligence (9/23/2021)  g-f(2)426 


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The Unstoppable Advances Of Artificial Intelligence, geniouxfacts 
    • Artificial intelligence is a winning emerging technology with a fabulous present and an unlimited future.

    Opportunity,
    Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report, Stanford 
    • AI100 remains unique in its combination of two key features. First, it is written by a Study Panel of core multi-disciplinary researchers in the field—experts who create artificial intelligence algorithms or study their influence on society as their main professional activity, and who have been doing so for many years. The authors are firmly rooted within the field of AI and provide an “insider’s” perspective. Second, it is a longitudinal study, with reports by such Study Panels planned once every five years, for at least one hundred years.
    • Like the first report, the second report aspires to address four audiences. For the general public, it aims to provide an accessible, scientifically and technologically accurate portrayal of the current state of AI and its potential. For industry, the report describes relevant technologies and legal and ethical challenges, and may help guide resource allocation. The report is also directed to local, national, and international governments to help them better plan for AI in governance. Finally, the report can help AI researchers, as well as their institutions and funders, to set priorities and consider the economic, ethical, and legal issues raised by AI research and its applications.
    • HOW TO CITE THIS REPORT
      • Michael L. Littman, Ifeoma Ajunwa, Guy Berger, Craig Boutilier, Morgan Currie, Finale Doshi-Velez, Gillian Hadfield, Michael C. Horowitz, Charles Isbell, Hiroaki Kitano, Karen Levy, Terah Lyons, Melanie Mitchell, Julie Shah, Steven Sloman, Shannon Vallor, and Toby Walsh. “Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report.” Stanford University, Stanford, CA, September 2021. Doc: http://ai100.stanford.edu/2021-report. Accessed: September 16, 2021.


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    Opportunity, UK publishes 10-year plan to become ‘A.I. superpower’, seeking to rival U.S. and China, CNBC 
      • The so-called “National Artificial Intelligence Strategy” is designed to boost the use of AI among the nation’s businesses, attract international investment into British AI companies and develop the next generation of homegrown tech talent.
      • “Today we’re laying the foundations for the next ten years’ growth with a strategy to help us seize the potential of artificial intelligence and play a leading role in shaping the way the world governs it,” Chris Philp, a minister of the Department for Digital, Culture, Media and Sport, said in a statement.
      • The National AI Strategy includes a number of programs, reports and initiatives. Among them, a new National AI Research and Innovation program will be launched as part of an effort to improve coordination and collaboration between the country’s researchers.
      • The launch of the National AI Strategy comes after the U.K. government allowed tech giants in the U.S. and Asia to snap up some of Britain’s most innovative AI companies.
      • UK publishes 10-year plan to become ‘A.I. superpower’, seeking to rival U.S. and China, Sam Shead, September 22, 2021, CNBC.

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      Opportunity, Artificial intelligence may be set to reveal climate-change tipping pointsPhys.org 
        • Researchers are developing artificial intelligence that could assess climate change tipping points. The deep learning algorithm could act as an early warning system against runaway climate change.
        • Chris Bauch, a professor of applied mathematics at the University of Waterloo, is co-author of a recent research paper reporting results on the new deep-learning algorithm. The research looks at thresholds beyond which rapid or irreversible change happens in a system, Bauch said.
        • The new deep learning algorithm is a "game-changer for the ability to anticipate big shifts, including those associated with climate change," said Madhur Anand, another of the researchers on the project and director of the Guelph Institute for Environmental Research.
        • Artificial intelligence may be set to reveal climate-change tipping points, University of Waterloo, September 23, 2021, Phys.org.

        Opportunity, Machine Learning vs Deep Learningdeveloper.com 
          • Machine Learning (ML) and Deep Learning are two phrases we often hear being tossed around in the realm of artificial intelligence (AI) and new digital technologies. In the media and the public imagination, mostly these two terms are interchangeable, vague, and (arguably) glamorous. Despite the mixed usage, however, they do, in fact, have some key differences. 
          • Artificial Intelligence is the science of emulating human brain functions with computers and other machines such as robots. It includes self-learning, problem-solving, and so forth.
          • To simplify the whole issue, everyone can agree that Deep Learning is a special type of Machine Learning and that Machine Learning is a branch of Artificial Intelligence.
          • Note, however, that this is a simplistic view – in reality, it is much more complicated than that. When we dig in-depth, we will uncover some differences – mostly that those three subjects overlap more than being parts of each other.
          • Machine Learning vs Deep Learning, Zaher Talab, September 23, 2021, developer.com.



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          References


          “genioux facts”: The online programme on MASTERING “THE BIG PICTURE OF THE DIGITAL AGE”, g-f(2)512, Fernando Machuca, September 23, 2021, blog.geniouxfacts.com, geniouxfacts.com, Genioux.com Corporation.


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