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force the user to decide in the end

And that's...bad?

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Not entirely.

I think, it's a bit much to call this "no hallucinations".

Technically true, but in practice you could still choose the wrong result or the probabilities can be off.

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That seems like the only possible way to eliminate hallucination, short of a model that is never wrong.
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Wait til you hear about how digital circuits work at die level
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