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MUSINGS ON AI AND Computing

Analysis of Events and Themes

  • THE ATTENTION MECHANISM AND WHY AI HAS BECOME SO DOMINANT

    AINotes

    26th Jul 2024
    Uncategorized

    This summarizes the advancements in artificial intelligence (AI), primarily through the development of the transformer architecture and its attention mechanism.  Transformers have revolutionized AI by enabling parallel processing of large-scale data sets, overcoming the limitations of sequential data processing inherent in previous models like RNNs and LSTMs.  This has led to significant enhancements in the…

  • Linguistic Revolution: The Transformer’s Unprecedented Impact on Artificial Intelligence and what comes next?

    Linguistic Revolution: The Transformer’s Unprecedented Impact on Artificial Intelligence and what comes next?

    AINotes

    12th Jun 2024
    Artificial Intelligence
    Artificial Intelligence

    Summary Transformers have revolutionized AI by enabling parallel processing of large-scale data sets, overcoming the limitations of sequential data processing inherent in previous models like RNNs and LSTMs.  This has led to significant enhancements in the handling of long-range dependencies within texts, which is crucial for tasks such as language translation and content generation.  The…

  • India’s new Carbon Market Rules

    AINotes

    28th Jun 2023
    Uncategorized
    carbon credits, india

    (paraphrased from press articles and research) The government of India has released a draft of the Carbon Credit Trading Scheme giving a blueprint of organisational structure. India aims to give the domestic carbon market clarity by June. This market could reduce the cost of achieving Nationally Determined Contributions and net zero goals. Summary The Ministry…

  • Global Warming

    AINotes

    28th Jun 2023
    Uncategorized
    carbon credits, climate change, CO2

    Global emissions of carbon dioxide, methane, nitrous oxide and other gases have increased rapidly over the past century, and particularly over the last 50 years. CO2 causes global warming by trapping heat in the Earth’s atmosphere, leading to a rise in temperatures that can have far-reaching effects on climate patterns and ecosystems around the world.…

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