Suppose $K$ is a field and $L, L'$ are finite extensions of $K$. It is known that if $L/K$ (or $L'/K$) is separable, then $L \otimes_K L'$ is a product of finitely many fields. Is there a counterexample if $L/K$ and $L'/K$ are both inseparable?
That is, for what $L,L'$ is $L \otimes_K L'$ not a product of finitely many fields?
Edit: I think I may have figured out a solution. Let $L=L'= \mathbb{F}_p(t), K = \mathbb{F}_p(t^p)$. Then $L \otimes_K L'$ has non-zero nilpotent elements - for example, $t\otimes 1 - 1\otimes t$. However, a product of finitely many fields does not have nilpotent elements. Does this work?