Sunday, October 24, 2021

g-f(2)594 THE BIG PICTURE OF THE DIGITAL AGE (10/24/2021), ZDNet, Artificial intelligence sees more funding, but needs more people and better data

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"g-f" fishing of golden knowledge (GK) of the fabulous treasure of the digital ageArtificial Intelligence, State of AI (10/24/2021)  g-f(2)426 

Lessons learned, ZDNet 

    Nathan Benaich and Ian Hogarth, prominent investors in artificial intelligence, released their fourth annual and densely packed "State of AI" report reviewing developments in the field over the past year.
    • A call for 'developing metrics to assess goodness-of-data, better incentives for data excellence, better data education, better practices for early detection of data cascades, and better data access.'
    • The state of artificial intelligence is promising, and it is increasingly ready for real-life enterprises. 
    • AI talent is a growing concern, as well as area of opportunity. 
    • Globally, Brazil and India are leading the way in AI employment growth, hiring more than three times more AI talent today than they were in 2017, matching or surpassing the hiring growth of Canada and the United States.

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      The "State of AI Report 2021" is produced by AI investors Nathan Benaich and Ian Hogarth,

      • This year’s State of AI Report points to the real-world performance breakthroughs we’ve seen in NLP, computer vision and biology over the past 12 months.
      • The State of AI Report 2021 is reviewed by AI practioners in industry and research, and features invited contributions from a range of well-known and up-and-coming companies and research groups. The Report considers the following key dimensions:
        • Research: Technology breakthroughs and capabilities.
        • Talent: Supply, demand and concentration of AI talent.
        • Industry: Areas of commercial application for AI and its business impact.
        • Politics: Regulation of AI, its economic implications and the emerging geopolitics of AI.
        • Predictions: What we believe will happen and a performance review to keep us honest.


      State of AI Report 2021, AI investors Nathan Benaich and Ian Hogarth, October 12, 2021,

      Condensed knowledge

      Key themes in the 2021 Report  

      The "State of AI Report 2021" is produced by AI investors Nathan Benaich and Ian Hogarth,

      Key themes in the 2021 Report include:
      • AI is stepping up in more concrete ways, including being applied to mission critical infrastructure like national electric grids and automated supermarket warehousing optimization during pandemics.
      • AI-first approaches have taken biology by storm with faster simulations of humans’ cellular machinery (proteins and RNA). This has the potential to transform drug discovery and healthcare.
      • Transformers have emerged as a general purpose architecture for machine learning, beating the state of the art in many domains including NLP, computer vision, and even protein structure prediction.
      • Investors have taken notice, with record funding this year into AI startups, and two first ever IPOs for AI-first drug discovery companies, as well as blockbuster IPOs for data infrastructure and cybersecurity companies that help enterprises retool for the AI-first era.
      • Within the US-China rivalry, China's ascension in research quality and talent training is notable, with Chinese institutions now beating the most prominent Western ones. The world’s dependence on Taiwan's semiconductor industry, which makes AI chips for global tech giants, is a central point of geopolitical tension.

      Some relevant characteristics of this "genioux fact"

      • Category 2: The Big Picture of the Digital Age
      • [genioux fact deduced or extracted from ZDNet and]
      • 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.


      “genioux facts”: The online programme on MASTERING “THE BIG PICTURE OF THE DIGITAL AGE”, g-f(2)594, Fernando Machuca, October 24, 2021, Corporation.


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