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Tracy Durnell

tracydurnell.com

I’m a book lover, sci-fi writer, and native plant nerd. Learn more about me , and see what I’m up to now .

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Society, Policy & Culture 1Life, Learning & Writing 1AI & Machine Learning 1

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AI has poisoned its own well

What will happen to GPT-{n} once LLMs contribute much of the language found online? We find that use of model-generated content in training causes irreversible defects in the resulting models, where tails of the original content distribution disappear. We refer to this effect as Model Collapse and show that it can…