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When A.I.’s Output Is a Threat to A.I. Itself | As A.I.-generated data becomes harder to detect, it’s increasingly likely to be ingested by future A.I., leading to worse results. (www.nytimes.com)

submitted 2 months ago by silence7 to c/technology@lemmy.world

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[–] BetaDoggo_@lemmy.world 22 points 2 months ago* (last edited 2 months ago) (1 children)

How many times is this same article going to be written? Model collapse from synthetic data is not a concern at any scale when human data is in the mix. We have entire series of models now trained with mostly synthetic data: https://huggingface.co/docs/transformers/main/model_doc/phi3. When using entirely unassisted outputs error accumulates with each generation but this isn't a concern in any real scenarios.

[–] SomethingBurger@jlai.lu 34 points 2 months ago

As the number of articles about this exact subject increases, so does the likelihood of AI only being able to write about this very subject.