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balderdash@lemmy.zip to memes@lemmy.world · 1 year ago

Education - It's about to get wild

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Education - It's about to get wild

lemmy.zip

balderdash@lemmy.zip to memes@lemmy.world · 1 year ago
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  • jacksilver@lemmy.world
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    1 year ago

    It’s interesting, because people say they can only get better, but I’m not sure that’s true. What happens when most new text data is being generated by LLMs or we accidentally start labeling images created through diffusion as real. Seems like there is a potential for these models to implode.

    • FierySpectre@lemmy.world
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      1 year ago

      They actually tested that, trained a model using only the outputs of the previous generation of model. It takes less iterations of that to completely lose quality than you’d think.

      • jacksilver@lemmy.world
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        1 year ago

        Do you have any links on that, it was something I had wanted to explore, but never had the time or money.

      • WarmSoda@lemm.ee
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        1 year ago

        They go insane pretty quickly don’t they? As in it all just become a jumble.

    • Ilovethebomb@lemm.ee
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      1 year ago

      Given that people quite frequently try and present AI generated content as real, I’d say this will be a huge problem in the future.

    • danielbln@lemmy.world
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      1 year ago

      Microsoft has shown with Phi-2 (https://www.microsoft.com/en-us/research/blog/phi-2-the-surprising-power-of-small-language-models/) that synthetic data generation can be a great source for training data.

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