• naught101@lemmy.world
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    2 days ago

    emergent behavior doesn’t really exist in certain model archetypes

    Hey, would you have a reference for this? I’d love to read it. Does it apply to deep neural nets? And/or recurrent NNs?

    • finitebanjo@lemmy.world
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      2 days ago

      There is this 2023 study from Stanford which states AI likely do not have emergent abilities LINK

      And there is this 2020 study by… OpenAI… which states the error rate is predictable based on 3 factors, that AI cannot cross below the line or approach 0 error rate without exponentially increasing costs several iterations beyond current models, lending to the idea that they’re predictable to a fault LINK

      There is another paper by DeepMind in 2022 that comes to the conclusion that even at infinite scales it can never approach below 1.69 irreducable error LINK

      This all lends to the idea that AI lacks the same Emergent behavior in Human Language.