altoid via Dng <dng@???> wrote:
> As AI is trained by humans and its data sets ie: information comes
> from what has been produced by humans.
For now …
> Thus, it goes to reason that *stupidity* and *racial bias*, both
> heavily present in human history (among many other negative traits),
> is part of AI.
>
> We have to assume that AI is trained with incomplete data sets,
> either by choice or simply because *everything* is simply *not*
> available.
Just the other day I came across an interesting piece
https://www.lightbluetouchpaper.org/2023/06/06/will-gpt-models-choke-on-their-own-exhaust/
Summary: The models are currently trained on human written text. As time goes on, inevitably some of the input material will be AI generated. And the result will be that over time the models get worse and worse as each iteration incorporates the rubbish from the previous ones.
"n our latest paper, we show that using model-generated content in training causes irreversible defects. The tails of the original content distribution disappear. Within a few generations, text becomes garbage, as Gaussian distributions converge and may even become delta functions. We call this effect model collapse.”
Simon