• huginn@feddit.it
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    11 months ago

    Unless you want to call your predictive text on your keyboard a mind you really can’t call an LLM a mind. It is nothing more than a linear progression from that. Mathematically proven to not show any form of emergent behavior.

    • MxM111@kbin.social
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      11 months ago

      I do not think that it is “linear” progression. ANN by definition is nonlinear. Neither I think anything is “mathematically proven”. If I am wrong, please provide a link.

    • Kogasa@programming.dev
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      11 months ago

      No such thing has been “mathematically proven.” The emergent behavior of ML models is their notable characteristic. The whole point is that their ability to do anything is emergent behavior.

      • huginn@feddit.it
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        11 months ago

        Here’s a white paper explicitly proving:

        1. No emergent properties (illusory due to bad measures)
        2. Predictable linear progress with model size

        https://arxiv.org/abs/2304.15004

        The field changes fast, I understand it is hard to keep up