ChatGPT went from answering a simple math correctly 98% of the time to just 2%, over the course of a few months.

By June, “for reasons that are not clear,” ChatGPT stopped showing its step-by-step reasoning.

  • Captain Janeway@lemmy.worldEnglish
    2·
    1 year ago

    I don’t get it. I thought these models were “locked”. Shouldn’t the same input produce near-identical output? I know the algorithm has some fuzzing to help produce variation. But ultimately it shouldn’t degrade, right?

    • dave@feddit.ukEnglish
      1·
      1 year ago

      The big pre-training is pretty much fixed. The fine tuning is continuously being tweaked, and as shown, can have dramatic effects on the results.

      The model itself just does what it does. It is, in effect, and ‘internet completer’. But if you don’t want it to just happily complete what it found on the internet (homophobia, racism, and all), you have to put extra layers in to avoid that. And those layers are somewhat hand-crafted, sometimes conflicting, and therefore unlikely to give everyone what they consider to be excellent results.