A.I.’s un-learning problem: Researchers say it’s virtually impossible to make an A.I. model ‘forget’ the things it learns from private user data - eviltoast
As it turns out, it’s impossible to remove a user’s data from a trained A.I. model. Deleting the model entirely is also difficult—and there’s little regulation to enforce either option.

I’m rather curious to see how the EU’s privacy laws are going to handle this.

(Original article is from Fortune, but Yahoo Finance doesn’t have a paywall)

  • Dran@lemmy.worldEnglish
    31·
    1 year ago

    Or you know, if it’s impossible to strip out individual data, and it’s too expensive to retain/retrain models with data removed… Why is everyone overlooking “just don’t process private data, and only use public data in model training”?

    • Dojan@lemmy.worldEnglish
      11·
      1 year ago

      Yeah. Penalise it heavily so if you need to make a model, make manually vetting the data the most affordable option.

      Ultimately, ensuring models are trained on safe, good, legal data, and not just random bullshit scraped off of the internet, will just be a net positive overall.

      • assassin_aragorn@lemmy.worldOPEnglish
        4·
        1 year ago

        Along those lines, perhaps you put in a stipulation that you don’t have to toss the model if you instead give the person a significant sum in royalties. After all, if their data isn’t a lynchpin in the model, you didn’t need it in the first place, and if it is crucial, you should pay them accordingly.

        Punitive regulations seem to be the best way to make companies grow a sense of ethics.