• Kogasa@programming.dev
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    10 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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      10 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

      • Kogasa@programming.dev
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        10 months ago

        Sure, if you define “emergent abilities” just so. It’s obvious from context that this is not what I described.

          • Kogasa@programming.dev
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            10 months ago

            Their paper uses terminology that makes sense in context. It’s not a definition of “emergent behavior.”