Is $\mathbb{Q}[\sqrt{2},\sqrt{3}]$ the same as $\mathbb{Q}(\sqrt{2},\sqrt{3})$?
I mean, $\mathbb{Q}[\sqrt{2},\sqrt{3}]$ can be viewed as: $\mathbb{Q}[\sqrt{2}][\sqrt{3}]$, as polynomials of $\sqrt{3}$ having coefficients of $\mathbb{Q}[\sqrt{2}]$?, and $\mathbb{Q}(\sqrt{2},\sqrt{3})$ is the smallest field containing $\mathbb{Q}, \sqrt{2}\,\sqrt{3}$. Since $\mathbb{Q}[\sqrt{2},\sqrt{3}]$ is a field we must have that $\mathbb{Q}(\sqrt{2},\sqrt{3}) \subseteq \mathbb{Q}[\sqrt{2},\sqrt{3}]$?, but since all the terms in $\mathbb{Q}[\sqrt{2},\sqrt{3}]$ are made with sums and multiplications of $\mathbb{Q},\sqrt{2},\sqrt{3}$, we must have that $\mathbb{Q}[\sqrt{2},\sqrt{3}] \subseteq \mathbb{Q}(\sqrt{2},\sqrt{3})$?
Can someone confirm that this is correct?
But do we then also have that:
$F[\alpha]=F(\alpha)$, always? and
$F[\alpha_1,\alpha_2]=F(\alpha_1,\alpha_2)$?
Yes, and your reasoning is more or less correct.
Given a field $F$, $F[\alpha] = F(\alpha)$ if and only if $F[\alpha]$ is a field if and only if $\alpha$ is algebraic over $F$.
Note that if $\alpha$ is transcendental, then $F[\alpha]$ is isomorphic to the polynomial ring $F[x]$, which is not a field.
Now if $F$ is a field and $\alpha_1$ and $\alpha_2$ are both algebraic over $F$, $$F[\alpha_1,\alpha_2]\cong F[\alpha_1][\alpha_2] \cong F(\alpha_1)[\alpha_2]\cong F(\alpha_1)(\alpha_2)\cong F(\alpha_1,\alpha_2),$$ since $\alpha_2$ is also algebraic over $F(\alpha_1)$.