Comment on Dreams come true

• anzo@programming.dev ⁨1⁩ ⁨year⁩ 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…

  source
• Benn@lemm.ee ⁨1⁩ ⁨year⁩ ago

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

  source
• chicken@lemmy.dbzer0.com ⁨1⁩ ⁨year⁩ ago

  The real term is synthetic data

  source

  • itslilith@lemmy.blahaj.zone ⁨1⁩ ⁨year⁩ ago

    but it amounts to about the same

    source

    • chicken@lemmy.dbzer0.com ⁨1⁩ ⁨year⁩ ago

      sort of

      source
• thesporkeffect@lemmy.world ⁨1⁩ ⁨year⁩ ago

  Soylent AI? Auto-infocannibalism

  source
• Naz@sh.itjust.works ⁨1⁩ ⁨year⁩ 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

  source