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AI models collapse when trained on recursively generated data
(www.nature.com)
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this post was submitted on 24 Jul 2024
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Holy shit are you telling me...
Garbage In...
= Garbage Out?
No, that can't be it, throw billions and billions of dollars at this instead of, I don't know, housing the homeless.
You realize that those "billions of dollars" have actually resulted in a solution to this? "Model collapse" has been known about for a long time and further research figured out how to avoid it. Modern LLMs actually turn out better when they're trained on well-crafted and well-curated synthetic data.
Honestly, everyone seems to assume that machine learning researchers are simpletons who've never used a photocopier before.