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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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    48•1 year ago

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

    • _haha_oh_wow_
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      82•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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        35•1 year ago

        That will be a refeshing change.

        • _haha_oh_wow_
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          1•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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            25•1 year ago

            Yes that’s the joke.

            • @SpaceNoodle@lemmy.world
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              -5•1 year ago

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

              • @HowManyNimons@lemmy.world
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                1•1 year ago

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

                • _haha_oh_wow_
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                  1•1 year ago

                  Comedy is hard.

                • @SpaceNoodle@lemmy.world
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                  0•1 year ago

                  Please respect my personal space and refrain from tickling me.

      • TheEntity
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        5•1 year ago

        I’m sure we can compromise on a mandatory database of registered AI-generated content that only the corporations can read from but everyone using AI-generated content is required by law to write to, with hefty fines (but only for regular people).

    • @fidodo@lemmy.world
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      6•1 year ago

      Sounds great, how do we enforce it?

      • @HowManyNimons@lemmy.world
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        11•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•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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      5•1 year ago

      Sounds like something an advanced language learning model would say…

      • @HowManyNimons@lemmy.world
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        4•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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      3•1 year ago

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

    • @Wooki@lemmy.world
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      0•1 year ago

      Far too late for that now.

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