• WhatAmLemmy@lemmy.world
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    10 days ago

    Statistical models are not technically algorithms; they are a heuristic which “approximates” a solution probabilistically. They use algorithms to function and operate on data (like everything a computer does) but they are not algorithms themselves.

    The main thing they have to do is clearly define that results derived by statistical modeling are opt-in, set limits on what personal data can be used to present content, and ensure there are significant penalties for crippling the experience of everyone who hasn’t opted-in, which all are guaranteed to do to force users to opt-in.

    They should define a bare minimum baseline of data points that should be made available to users to control the content they want to see using non-statistical algorithms (e.g. time, location, content type or popularity, friends/subs/followed only or ones they recommend themselves, etc). They should also define that opt-in/out (enabling and disabling statistical model results) should be a part of the main filter UI that uses the aforementioned data points; a simple toggle at the top of their page/feed, permanently visible and near-instantly applicable; otherwise they’re guaranteed to hide it away and make opt-in/out a major friction point.

    Basically you need to treat them like they’re sociopathic criminals who will never act in good faith voluntarily, because all multinationals are lead by criminally corrupt sociopaths.

    • dfyx@lemmy.helios42.de
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      10 days ago

      Statistical models are not technically algorithms

      Which makes “opt out of algorithms” even more wrong.

      They should define a bare minimum baseline of data points that should be made available to users to control the content they want to see

      I’m not a fan of specifying too much here. Many platforms don’t track location while other fields that we can’t think of in advance might be useful. Finding a more general rule that still gets the intent across might be hard but I’d rather have it a bit under-specified than suddenly requiring a social media site to track my location every time I post because someone wasn’t careful enough when writing the text of a law.

      Other than that, I agree 100%.