I have a couple of questions about a proof given in the answer for this question: Base change and irreducibility/reducedness/connectedness in Qing Liu's book (3.2.7 and 3.2.11 using 3.2.6)
Let $X$ be a scheme of finite type over a field $k$ and $k \subset K$ is an algebraic field extension. Remark: in the linked topic a variety is by definition a scheme of finite type over $k$. The CLAIM is:
$X_K$ (abbrev. for fiber product $=X \times_k \operatorname{Spec} K$) is reduced iff $X_F$ is reduced for every finite extension $k \subset F \subset K$.
The proof uses frequently following LEMMA which we assume as known:
LEMMA: Let $X$ be be a scheme of finite type over $k$, and let $K$ be an algebraic extension of $k$. Then for any reduced closed subscheme $W$ of $X_K$, there exist a finite subextension $K'$ of $K$, and a unique (for fixed $K'$) reduced closed subscheme $Z$ of $X_{k'}$ such that $W = Z_K$.
The proof of the CLAIM works as follows:
"$\Leftarrow$": Let $k\subset K$ be an algebraic field extension. Suppose $X_K$ is not reduced. Then $X_K^{red}$, the reduction, is a closed reduced subscheme. Applying LEMMA, we can find an intermediate field $k\subset K'\subset K$ and a reduced closed subscheme $Z\subset X_{K'}$ so that $X_K^{red}=Z_K$. We note that such a $Z$ cannot be equal to $X_{K'}$, as $(X_{K'})_K=X_K\neq X_K^{red}$.
"$\Rightarrow$": On the other hand, if there is a finite subextension $k\subset F\subset K$ so that $X_F$ is non-reduced, then $(X_F^{red})_K$ gives closed subscheme of $X_K$ which contains all the points of $X_K$ but is not equal to $X_K$, and thus $X_K$ is not reduced.
There is a couple of steps I not really understand:
On "$\Leftarrow$": I not see why the observations that $X_K^{red}=Z_K$ and $Z \neq X_{K'}$ imply that $X_F$ is not reduced. The LEMMA says that such $Z \subset X_F$ that is unique with property $X_K^{red}=Z_K$ exist. But there is no hint why this $Z$ should be the "maximal" reduced closed subbscheme of $X_F$. So the conclusion isn't clear.
Now on "$\Rightarrow$": What do we know about $(X_F^{red})_K$? Pure topologically it coinsides with $X_K$. But how we obtain the consequence $(X_F^{red})_K \neq X_K$ and if we assume we know the later, why this imply that $X_K$ is not reduced?