$$\frac{1}{2^{2^{0}}}+\frac{1}{2^{2^{1}}}+\frac{1}{2^{2^{2}}}+\frac{1}{2^{2^{3}}}+\cdots$$
Is this infinite sum irrational? Is there a known way to prove it?
$$\frac{1}{2^{2^{0}}}+\frac{1}{2^{2^{1}}}+\frac{1}{2^{2^{2}}}+\frac{1}{2^{2^{3}}}+\cdots$$
Is this infinite sum irrational? Is there a known way to prove it?
$\newcommand{\abs}[1]{\left\lvert{#1}\right\rvert}$ A slightly different way to prove its irrationality could rely on this trick (basically the case $n=1$ of Liouville's theorem on diophantine approximation, just much less powerful):
Proof: Indeed, \begin{align}\abs{\dfrac pq-\dfrac mn}=\dfrac{\abs{np-qm}}{qn}\ge\frac1{qn}&&\text{since }np-qm\in\Bbb Z\setminus\{0\}\end{align}
Now, back to your case: let $\xi:=\sum\limits_{k=0}^\infty 2^{-2^k}$ and let $\xi_n:=\sum\limits_{k=0}^n 2^{-2^k}$
You can see that $$\xi_n=\frac{\sum_{k=0}^n 2^{2^n-2^k}}{2^{2^n}}\\ 0<\abs{\xi-\xi_n}=\sum_{k=n+1}^\infty 2^{-2^k}\le\sum_{h=2^{n+1}}^\infty2^{-h}= \frac{2}{2^{2^{n+1}}}=\frac{2}{\left(2^{2^n}\right)^2}$$
Since $\dfrac{\beta}{2^{2^n}}\le\abs{\xi-\xi_n}\le\dfrac{2}{\left(2^{2^n}\right)^2}$ cannot hold definitely whatever the positive constant $\beta$, the corollary above yields that $\xi$ cannot be rational.