I know $\sup(AB) = \sup(A)\sup(B)$ if $A$ and $B$ are nonnegative, but what if the assumption is dropped that $A$ and $B$ are nonnegative. Does this change the answer?
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Yes it does. Consider the set $$A=B=\{-1/n : n\in \mathbb{N}\}.$$ Then $\sup(AB)=sup\{ab: a\in A, b\in B\}=1$ but $sup(A)=sup(B)=0$
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