During a standard derivation of the eigenvalues of the angular momentum operators, $J^2$ and $J_z$, where
$$J^2|\alpha, \beta\rangle =\hbar^2\alpha|\alpha, \beta\rangle$$
and
$$J_z|\alpha, \beta\rangle =\hbar\beta|\alpha, \beta\rangle$$
one can show that $\alpha \geq\beta^2$. Textbooks at this point say that there must exist $\beta_{max}$ for a given $\alpha$.
My question is, why cannot we say, based on the last inequality, that $\beta_{max}=\sqrt{\alpha}$?