If $X\subset \mathbb{A}^N$ and $Y\subset\mathbb{A}^M$ are affine varieties with $X=Z(f_1,\dots,f_n)$ and $Y=Z(g_1,\dots,g_m)$ then $X\times Y\subset\mathbb{A}^{N+M}$ is an affine variety with $X\times Y=Z(f_1,\dots,f_n,g_1,\dots,g_m)$. But if we take $f_1,\dots,f_n$ and $g_1,\dots,g_m$ to generate the ideal of $X$ and $Y$ respectively then must $f_1,\dots,f_n,g_1,\dots,g_n$ generate the ideal of $X\times Y$?
This is equivalent to asking if given $f_1,\dots,f_n\in\mathbb{k}[x_1,\dots,x_n]$ and $g_1,\dots,g_n\in\mathbb{k}[y_1,\dots,y_m]$ generating radical ideals whether $f_1,\dots,f_n,g_1,\dots,g_n\in\mathbb{k}[x_1,\dots,x_n,y_1,\dots,y_m]$ generate a radical ideal.
This is true, for example, if the ideals are monomial ideals. But in general I don't really have good intuition for this and the main reason I am asking is because it would make working with product varieties a lot easier.
If $k$ is algebraically closed, then for two $k$-algebras $A$ and $B$ which are also integral domains, we will have $A\otimes_kB$ is an integral domain. (Reference.)
Let $X=\{x_1,\ldots,x_n\},Y=\{y_1,\ldots,y_m\}$. Now suppose $I,J$ are radical ideals in $k[X]$ and $k[Y]$ respectively, and suppose $k$ is algebraically closed. We will prove that $(I,J)$ is a radical ideal in $k[X,Y]$.
There are finitely many prime ideals $\mathfrak{p}_i\subseteq k[X]$, $\mathfrak{q}_j\subseteq k[Y]$ respectively such that $I=\cap_i \mathfrak{p}_i$ and $J=\cap_j \mathfrak{q}_j$. Thus we have injections $k[X]/I\to \prod_ik[X]/\mathfrak{p}_{i}$ and $k[Y]/J\to \prod_jk[Y]/\mathfrak{q}_j$. Therefore, we have an injection $k[X]/I\otimes_k k[Y]/J\to (\prod_ik[X]/\mathfrak{p}_i)\otimes (\prod_jk[Y]/\mathfrak{q}_j)\cong \prod_{i,j}k[X,Y]/(\mathfrak{p}_i,\mathfrak{q}_j)$. Since $\prod_{i,j}k[X,Y]/(\mathfrak{p}_i,\mathfrak{q}_j)$ is reduced, $k[X,Y]/(I,J)=k[X]/I\otimes k[Y]/J$ is also reduced.
Edit For the injectivity of $k[X]/I\otimes_k k[Y]/J\to (\prod_ik[X]/\mathfrak{p}_i)\otimes (\prod_jk[Y]/\mathfrak{q}_j)$:
(a) $k[X]/I\to \prod_ik[X]/\mathfrak{p}_i$ is injective, tensoring $k[Y]/J$ gives that $k[X]/I\otimes_kk[Y]/J\to (\prod_ik[X]/\mathfrak{p}_i)\otimes_kk[Y]/J$ is injective.
(b)$k[Y]/J\to \prod_jk[Y]/\mathfrak{q}_j$ is injective, tensoring $\prod_ik[X]/\mathfrak{p}_i$ gives $(\prod_ik[X]/\mathfrak{p}_i)\otimes_kk[Y]/J\to (\prod_ik[X]/\mathfrak{p}_i)\otimes (\prod_jk[Y]/\mathfrak{q}_j)$ is injective.
Then the composition of two injections is injective.