Comment by ptx
10 hours ago
How is verification faster and easier? Normally you would check an article's citations to verify its claims, which still takes a lot of work, but an LLM can't cite its sources (it can fabricate a plausible list of fake citations, but this is not the same thing), so verification would have to involve searching from scratch anyway.
Because it gives you an answer and all you have to do is check its source. Often you don’t have to do that since you have jogged your memory.
Versus finding the answer by clicking into the first few search results links and scanning text that might not have the answer.
As I said, how are you going to check the source when LLMs can't provide sources? The models, as far as I know, don't store links to sources along with each piece of knowledge. At best they can plagiarize a list of references from the same sources as the rest of the text, which will by coincidence be somewhat accurate.
Pretty much every major LLM client has web search built in. They aren't just using what's in their weights to generate the answers.
When it gives you a link, it literally takes you to the part of the page that it got its answer from. That's how we can quickly validate.
LLMs provide sources every time I ask them.
They do it by going out and searching, not by storing a list of sources in their corpus.
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