Let $f(x)$ be a polynomial over a field $F$. I know the definition of a splitting field and I know that if $E$ and $E'$ are two splitting fields for $f$ over $F$, then $E$ and $E'$ are isomorphic as fields.
I was reading these notes (book?) by J.S Milne. Here he has a warning 2.6 on page 30-that says
Warning 2.16 Let $f\in F[X]$. If $E$ and $E'$ are both splitting fields of , then we know that there exists an $F$-isomorphism $E\to E'$, but there will in general be no preferred such isomorphism. Error and confusion can result if the fields are simply identified. Also, it makes no sense to speak of “the field $F[\alpha]$ generated by a root of $f''$ unless $f$ is irreducible (the fields generated by the roots of two different factors are unrelated). Even when $f$ is irreducible, it makes no sense to speak of “the field $F[\alpha, \beta]$ generated by two roots $\alpha, \beta$ of $f''$ (the extensions of $F[\alpha]$ generated by the roots of two different factors of $f$ in $F[\alpha][X]$ may be very different).
I don't understand the comment about "error and confusion can result if the fields are simply identified"
Can someone explain what this is getting at? (I assume we can still talk about the splitting field?)
Let's consider the polynomial $f(x) = x^2 + 1$ over $\mathbb{Q}$. Then one way to construct a splitting field for $f$ is to take the subfield of $\mathbb{C}$ generated by its roots, which of course is $\mathbb{Q}[i]$ where $i$ is the usual complex number. Another way to construct a splitting field for $f$ is to again take the subfield generated by the roots but in the $p$-adic numbers $\mathbb{Q}_p$ for any prime $p \equiv 1 \bmod 4$; these are the primes for which there exists a $p$-adic number $i_p \in \mathbb{Q}_p$ satisfying $i_p^2 = -1$.
Take a second to actually think about this!