Definition 1. Given $x \in \Bbb{R}$, the algebraic degree of $x$ is the degree of the minimal polynomial of $x$ over $\Bbb{Q}$. If $x$ is transcendental, we will define its algebraic degree to be $\infty$.
Definition 2. Given $x \in \Bbb{R}$, the rational approximation degree of $x$ is the following number: $$\mu(x) := \sup \left\{ \mu > 0 : \mbox{There are infinitely many solutions to } \left| x - \frac p q \right| \le \frac 1 {q^\mu} \mbox{, with } p, q \in \Bbb{Z} \right\}$$
Observe that all rational numbers have the smallest possible algebraic degree, $1$, while having the largest possible rational approximation degree, $\infty$.
Taking a look at irrational numbers, the first definition may be viewed as an algebraic complexity. The higher the algebraic degree is, the "harder" it is to describe the number using rational numbers.
Similarly, the second definition may be viewed as a (descending) Diophantine complexity. The lower the approximation degree is, the further away this number is from the rationals.
This intuition crashes when one learns the true nature of irrational numbers. The Liouville numbers - irrational numbers with infinite approximation degree - are not algebraically close to rationals at all; they are all transcendental! On the other end of the spectrum, the simplest irrational numbers - those of algebraic degree $2$ - are easily shown to have the worst possible rational approximation degree, $2$; in fact, by the Thue-Siegel-Roth theorem, the rational approximation degree is always $2$ for algebraic numbers of any degree.
Why is the algebraic complexity of an irrational number the opposite of its Diophantine complexity?
I know how to prove all of the above (well, except the Thue-Siegel-Roth theorem), but I don't understand the deep reason why it is true.