this post was submitted on 28 Sep 2024
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Science Memes

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[–] Tolookah@discuss.tchncs.de 58 points 1 week ago (2 children)

Just use the llm to make the books that the llm then uses, what could go wrong?

[–] runner_g@lemmy.blahaj.zone 30 points 1 week ago (5 children)

Someone's probably already coined the term, but I'm going to call it LLM inbreeding.

[–] anzo@programming.dev 4 points 6 days ago

In computer science, garbage in, garbage out (GIGO) is the concept that flawed, biased or poor quality ("garbage") information or input produces a result or output of similar ("garbage") quality. The adage points to the need to improve data quality in, for example, programming.

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...

[–] Naz@sh.itjust.works 17 points 1 week ago

I suggested this term in academic circles, as a joke.

I also suggested hallucinations ~3-6 years ago only to find out it was ALSO suggested in the 1970s.

Inbreeding, lol

[–] chicken@lemmy.dbzer0.com 4 points 1 week ago (1 children)

The real term is synthetic data

[–] itslilith@lemmy.blahaj.zone 3 points 1 week ago (1 children)

but it amounts to about the same

[–] Benn@lemm.ee 3 points 1 week ago

It's quite similar to another situation known as data incest

[–] thesporkeffect@lemmy.world 3 points 1 week ago

Soylent AI? Auto-infocannibalism

[–] rickyrigatoni@lemm.ee 3 points 1 week ago

It can only go right because corporations must be punished for trying to replace people with machines.