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If web-pages don't contain the answer, the AI likely won't either. But the AI will confidently tell me "the answer" anyway. I've had atrocious issues with wrong or straight up invented information that I must search up every single claim it makes on a website.

My primary workflow is asking AI questions vaguely to see if it successfully explains information I already know or starts to guess. My average context length of a chat is around 3 messages, since I create new chats with a rephrased version of the question to avoid the context poison. Asking three separate instances the same question in slightly different way regularly gives me 2 different answers.

This is still faster than my old approach of finding a dry ground source like a standards document, book, reference, or datasheet, and chewing through it for everything. Now I can sift through 50 secondary sources for the same information much faster because the AI gives me hunches and keywords to google. But I will not take a single claim for an AI seriously without a link to something that says the same thing.



Given how embracing AI is an imperative in tech companies, "a link to something" is likely to be a product of LLM-assisted writing itself. Entire concept of checking through the internet becomes more and more recursive with every passing moment.




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