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The AI feedback loop: Researchers warn of ‘model collapse’ as AI trains on AI-generated content (venturebeat.com)

submitted 9 months ago by mesamunefire@lemmy.world to c/technology@lemmy.world

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[–] gapbetweenus@feddit.de 2 points 8 months ago (1 children)

Training data for models in general was a big problem when I studied systems biology. Interesting that we finding works around, since it sounded rather fundamental to me. I found your metaphor rather helpful, thanks.

[–] jacksilver@lemmy.world 3 points 8 months ago

I wouldn't say we've really found a workaround. AI companies hire lots of people to parse and clean data. That can work for things like pose estimation, which are largely a once and done thing. But for things that are constantly evolving, language/art/videos, it may not be a viable long term strategy.