The LLM Should Never Do the Math
A CFO will not act on a number an LLM eyeballed. They will not act on a number the model "estimated" by reasoning over a usage dump. And they should not โ because the moment a language model emits a dollar figure it computed itself, that figure is a guess wearing the costume of a fact. This is the d
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