The simplest claim that would make Alex's point is that a flat integral extension of rings is faithfully flat, and that the only faithfully flat extensions of domains with the same field of fractions are identity maps. In other words if $B$ is integrally closed and integral and flat over $A$, then $B=A$, and in particular $A$ is also integrally closed.
That handles the situation of $k[x^2,x^3]\subset k[x]$. But the stronger claim (1) is false, as you can see by taking $B$ to be the field of fractions of any non-integrally closed $A$. (2) is also false, since if $A$ is a field then every $B$ is flat.
**EDIT** : The one other thing you might wonder is whether an integral extension of an integrally closed ring is integrally closed, and again the answer is no: $\mathbb{Z}[X^2,X^3]/\langle X^5+2\rangle$ is an integral extension of $\mathbb{Z}$ which is not integrally closed, since it doesn't contain $X$.