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.
asdf
Wikipedia gives lists of their sources, judge what you read based off of that. Or just skip to the sources and read them instead.
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.
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.
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.
asdf
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.
asdf
Books are not immune to being written by LLMs spewing nonsense, lies, and hallucinations, which will only make more traditional issue of author/publisher biases worse. The asymmetry between how long it takes to create misinformation and how long it takes to verify it has never been this bad.
Media literacy will be very important going forward for new informational material and there will be increasing demand for pre-LLM materials.
asdf
asdf
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”.
asdf
You had started to make a point, now you are just being a dick.
asdf
So what would you consider to be a trustworthy source?