To see this, you have to be a Little more mathematical precise. Consider the commutator
$[A,B]=AB-BA$.
Take the norm $||...||_n$ (with natural number $n$ as a parameter) defined by $||X||_n=E_n(X^2)$ for any Operator $X$ and the Quantum expectation value $E_n$ given by the relation:
$E_n(X) = <\psi^{(n)}|X|\psi^{(n)}>$.
Now I clarify the Parameter $n$: We can define a sequence $|\psi^{(n)}>$ of wave functions that converge to the correct wave function $|\psi^{(n)}>$ in the Limit $n \mapsto \infty$. So we have only the Quantum state as a Limit of a sequence! Now proceed with computing the norm and using triangle inequality
$||[A,B]||_n = ||AB-BA||_n \leq ||AB||_n+||BA||_n \leq ||A||_n||B||_n+||B||_n||A||_n = 2 ||B||_n||A||_n$.
Let $B'$ be the Operator where the state $|\psi>$ is eigenstate. Then, the Operator
$B = B' - <B'>$ has the following norm:
$||B'-<B'>||_n \mapsto 0$ as $n \mapsto \infty$.
But: If $n$ is not at infinity, we have a very very Tiny remainder that we can denote by $\epsilon_n>0$. So in General we have
$||B'-<B'>||_n=\epsilon_n$. Thus we will have for the value $A$:
$||A||_n \geq \frac {||[A,B]||_n }{2 \epsilon_n}$.
Letting $\epsilon_n$ to Zero in the Limit $n \mapsto \infty$, we will see that the uncertainty of the other Operator $||A||_n$ tends to infinity. Uncertainty for one Operator goes only in Limit to Zero, while the other goes to infinity in the limit.