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mesamunefire@lemmy.world to Technology@lemmy.worldEnglish · 1 year ago

The AI feedback loop: Researchers warn of ‘model collapse’ as AI trains on AI-generated content

venturebeat.com

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The AI feedback loop: Researchers warn of ‘model collapse’ as AI trains on AI-generated content

venturebeat.com

mesamunefire@lemmy.world to Technology@lemmy.worldEnglish · 1 year ago
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As a generative AI training model is exposed to more AI-generated data, it performs worse, producing more errors, leading to model collapse.
  • HowManyNimons@lemmy.world
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    1 year ago

    Maybe we need to label AI-generated content to, you know, avoid confusion.

    • _haha_oh_wow_@sh.itjust.works
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      1 year ago

      Sorry, best we can do is a race to the bottom fueled by greed and incompetence.

      • HowManyNimons@lemmy.world
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        1 year ago

        That will be a refeshing change.

        • _haha_oh_wow_@sh.itjust.works
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          1 year ago

          That’s what has been happening, and is likely what will continue to happen. Not much change there really…

          • pendingdeletion@lemmy.world
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            1 year ago

            Yes that’s the joke.

            • SpaceNoodle@lemmy.world
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              1 year ago

              Wouldn’t it have to be funny to be a joke?

              • HowManyNimons@lemmy.world
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                1 year ago

                I thought I was being funny. Sorry if it didn’t tickle you just right.

                • SpaceNoodle@lemmy.world
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                  1 year ago

                  Please respect my personal space and refrain from tickling me.

                • _haha_oh_wow_@sh.itjust.works
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                  1 year ago

                  Comedy is hard.

    • fidodo@lemmy.world
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      1 year ago

      Sounds great, how do we enforce it?

      • HowManyNimons@lemmy.world
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        1 year ago

        If the AIs want to avoid digital incest they’ll enforce it for themselves.

        • agitatedpotato@lemmy.world
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          1 year ago

          The AIs dont want anything themselves and those who make the decisions about them want the most profit, what costs more, verifying training data or AI incest?

    • gibmiser@lemmy.world
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      1 year ago

      Sounds like something an advanced language learning model would say…

      • HowManyNimons@lemmy.world
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        1 year ago

        It’s important to understand that a language modelling AI can only produce responses based on its inputs.

    • tinwhiskers@lemmy.world
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      1 year ago

      Ah, you’re suggesting using RFC 3514. Good thinking.

    • Wooki@lemmy.world
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      1 year ago

      Far too late for that now.

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