Mainly, I would like to check if I am correct. Over $\mathbb{Q}$, the result is shown in Sec. 13.4 or 13.6 of Dummit and Foote. I think the result is essentially the same here.
Since $x-1$ is a root in $\mathbb{F}_2$, factor that out. This leaves: $\frac{x^{17}-1}{x-1} = x^{16}+x^{15}+ \dots + x + 1$, which is irreducible in $\mathbb{F}_2$. Therefore this is the minimal polynomial of $\zeta_{17}$ (the primitive 17th root of unity) over $\mathbb{F}_2$, so $[K:\mathbb{F}_2] = 16$.
Is this correct? It seems rather straightforward, which makes me suspicious.
Thanks
Edit: Related Question.
In the question I linked above, the argument is as follows: The splitting field will be $\mathbb{F}_{2^r}$ for the smallest $r$ such that there are elements of order $17$. The order of the multiplicative group of $\mathbb{F}_{2^r}$ is $2^r-1$. The smallest $r$ such that $17 |2^r-1$ is $r = 8$. This would suggest that the polynomial above could be factored (I believe the factors are $x^8+x^7+x^6+x^4+x^2+x+1$ and $x^8+x^5+x^4+x^3+1$).