We will use Grok 3.5 (maybe we should call it 4), which has advanced reasoning, to rewrite the entire corpus of human knowledge, adding missing information and deleting errors.

Then retrain on that.

Far too much garbage in any foundation model trained on uncorrected data.

Source.

More Context

Source.

Source.

  • aaron@infosec.pub
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    4 hours ago

    Wikipedia is not a trustworthy source of information for anything regarding contemporary politics or economics.

    Edit - this is why the US is fucked.

    • Schadrach@lemmy.sdf.org
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      8 hours ago

      Wikipedia is not a trustworthy source of information for anything regarding contemporary politics or economics.

      Wikipedia presents the views of reliable sources on notable topics. The trick is what sources are considered “reliable” and what topics are “notable”, which is why it’s such a poor source of information for things like contemporary politics in particular.

      • aaron@infosec.pub
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        4 hours ago

        A bit more than fifteen years ago I was burned out in my very successful creative career, and decided to try and learn about how the world worked.

        I noticed opposing headlines generated from the same studies (published in whichever academic journal) and realised I could only go to the source: the actual studies themselves. This is in the fields of climate change, global energy production, and biospheric degradation. The scientific method is much degraded but there is still some substance to it. Wikipedia no chance at all. Academic papers take a bit of getting used to but coping with them is a skill that most people can learn in fairly short order. Start with the abstract, then conclusion if the abstract is interesting. Don’t worry about the maths, plenty of people will look at that, and go from there.

        I also read all of the major works on Western beliefs on economics, from the Physiocrats (Quesnay) to modern monetary theory. Read books, not websites/a website edited by who knows which government agencies and one guy who edited a third of it. It is simple: the cost of production still usually means more effort, so higher quality, provided you are somewhat discerning of the books you buy.

        This should not even be up for debate. The fact it is does go some way to explain why the US is so fucked.___

      • aaron@infosec.pub
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        4 hours ago

        Wikipedia presents the views of reliable sources on notable topics

        Absolutely nowhere near. This is why America is fucked.

        • Schadrach@lemmy.sdf.org
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          3 hours ago

          Again, read the rest of the comment. Wikipedia very much repeats the views of reliable sources on notable topics - most of the fuckery is in deciding what counts as “reliable” and “notable”.

          • aaron@infosec.pub
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            3 hours ago

            And again. Read my reply. I refuted this idiotic. take.

            You allowed yourselves to be dumbed down to this point.

    • Green Wizard@lemmy.zip
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      10 hours ago

      Wikipedia gives lists of their sources, judge what you read based off of that. Or just skip to the sources and read them instead.

      • InputZero@lemmy.world
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        8 hours ago

        Just because Wikipedia offers a list of references doesn’t mean that those references reflect what knowledge is actually out there. Wikipedia is trying to be academically rigorous without any of the real work. A big part of doing academic research is reading articles and studies that are wrong or which prove the null hypothesis. That’s why we need experts and not just an AI to regurgitate information. Wikipedia is useful if people understand it’s limitations, I think a lot of people don’t though.

        • Green Wizard@lemmy.zip
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          7 hours ago

          For sure, Wikipedia is for the most basic subjects to research, or the first step of doing any research (they could still offer helpful sources) . For basic stuff, or quick glances of something for conversation.

          • Warl0k3@lemmy.world
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            6 hours ago

            This very much depends on the subject, I suspect. For math or computer science, wikipedia is an excellent source, and the credentials of the editors maintaining those areas are formidable (to say the least). Their explanations of the underlaying mechanisms are in my experience a little variable in quality, but I haven’t found one that’s even close to outright wrong.

      • aaron@infosec.pub
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        4 hours ago

        Yeah because 1. obviously this is what everybody does. And 2. Just because sources are provided does not mean they are in any way balanced.

        The fact that you would consider this sort of response acceptable justification of wikipedia might indicate just how weak wikipedia is.

        Edit - if only you could downvote reality away.