The AI feedback loop: Researchers warn of ‘model collapse’ as AI trains on AI-generated content
venturebeat.com
As a generative AI training model is exposed to more AI-generated data, it performs worse, producing more errors, leading to model collapse.
  • mtwofive@lemmy.world
    2·
    2 years ago

    It would be ironic if companies had to pay people to generate clean content to train the AIs.

  • Gsus4
    2·
    2 years ago

    But which fraction of AI-generated content is the threshold for collapse? And how is that fraction measured? How much new input is necessary to make sure the model does not overlook it?

    • dystop@lemmy.worldOP
      2·
      2 years ago

      All good questions. I’m not sure if anyone has actually run simulations to estimate the percentage.

  • Sploosh the Water@vlemmy.net
    1·
    2 years ago

    The ultimate irony if it goes this way. The singularity is inherently impossible, instead of an exponential explosion of machine intelligence, there is an exponential implosion.