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The big failure mode is they can hallucinate nonsense that isn't obviously nonsense. You have to check any facts against expert sources. At that point, you coul
by Kye 4y ago
The big failure mode is they can hallucinate nonsense that isn't obviously nonsense. You have to check any facts against expert sources. At that point, you could just email an expert who can use their own LLM to whip up an answer and check the facts themselves.
- simonw 4y agoThat's a big problem if you're using a language model as a search engine. The trick is to learn how to use them for the things that they're good for outside of that.
- typest 4y ago^^ this. For instance, LLMs are really good at turning natural language into SQL. And if you know SQL, you can read it and make sure it looks good. But, it's much faster and easier than writing SQL by hand.