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If you use an LLM as a mere fact dispenser, then yes, they're quite susceptible to hallucinations. That said, there are search enabled LLMs, there is RAG to inj
by danielbln 3y ago
If you use an LLM as a mere fact dispenser, then yes, they're quite susceptible to hallucinations. That said, there are search enabled LLMs, there is RAG to inject grounding truth into the LLMs context, there are LLMs that use their own code execution environments to validate code and output, all of which severely reduce hallucinations.
Also, I would not rely on a single (online) source for matters of life and death (medicine, finding non-poisnonous mushrooms, etc.) so why would LLM output be any different?
LLMs are not knowledge bases by themselves, they are text/language transformers, treat them as such or augment them with additional knowledge.
Or don't, if you think millions of people are gaslighting you and LLMs are just a parlor trick, then I don't know what to tell you.