They are fundamentally probabilistic, not deterministic. This makes them inherently unreliable for any application where deterministic logic is required --- like math.
Don't take my word for it, just ask your favorite LLM.
--- "Can you guarantee your results are reliable?".
While I strive to provide accurate
information and results based on the data I have, I can't guarantee absolute accuracy in every case.
--- "Do you hallucinate?"
Yes, I can "hallucinate" in the sense that I might sometimes generate information that is factually incorrect, misleading, or doesn't fully align with reality.
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Don't take my word for it, just ask your favorite LLM.
--- "Can you guarantee your results are reliable?".
While I strive to provide accurate information and results based on the data I have, I can't guarantee absolute accuracy in every case.
--- "Do you hallucinate?"
Yes, I can "hallucinate" in the sense that I might sometimes generate information that is factually incorrect, misleading, or doesn't fully align with reality.