this post was submitted on 28 Sep 2024
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How many of these books will just be totally garbage nonsense just so they could fulfill a prearranged quota.
Now the LLM are filled with a good amount of nonsense.
Just use the llm to make the books that the llm then uses, what could go wrong?
Someone's probably already coined the term, but I'm going to call it LLM inbreeding.
There was some research article applying this 70s computer science concept to LLMs. It was published in Nature and hit major news outlets. Basically they further trained GPT on its output for a couple generations, until the model degraded terribly. Sounded obvious to me, but seeing it happen on the www is painful nonetheless...