Loosely connected to this problem, I want to show that the following infinite sum converges:
$$ \sum_{k=0}^\infty\frac{(-1)^k}{k+1}\sum_{m=0}^{\lfloor \frac{k}{2}\rfloor}\begin{pmatrix}2m\\m\end{pmatrix}\Big(-\frac14\Big)^m\tag{1} $$
The hand-waving argument here is that $\sum_{m=0}^\infty ( {\scriptsize\begin{matrix}2m\\m\end{matrix}})(-\frac14)^m=\frac{1}{\sqrt{2}}$ so for large $k$ this factor is "approximately constant" and $\sum_{k=0}^\infty(-1)^k/(k+1)$ itself converges to $\log(2)$. However, I wasn't able to prove this so far. In the linked question, the answer of "GH from MO" provides some $\mathcal O$ argument to show that
$$ \lim_{n\to\infty}\sum_{m=0}^{\lfloor\frac{n-1}2\rfloor} \begin{pmatrix}2m\\m\end{pmatrix}\Big(-\frac14\Big)^m \sum_{k=2m}^{n-1}\frac{(-1)^k}{k+1}\tag{2} $$
(note that (1) and (2) are equivalent problems as is readily verified) converges. Sadly I have very little experience with this notation so I'm not able to write this down in a detailed and rigorous way - hence why I want to find another / an easier way to prove this.
I tried to apply the Leibniz criterion but the sequence $(a_k)_{k\in\mathbb N_0}$ defined via $a_k:=\frac1{k+1}\sum_{m=0}^{\lfloor k/2\rfloor} ( {\scriptsize\begin{matrix}2m\\m\end{matrix}})(-\frac14)^m$ is not monotonous (although positive and converges to 0). Also one could maybe use
$$ \begin{pmatrix}2m\\m\end{pmatrix}\sim 4^m/\sqrt{\pi m}\quad\text{ for }\quad m\to\infty $$
but I wasn't able to apply this in a rigorous way to (1). I further considered summation by parts or the Cauchy criterion but at first glance those didn't seem too nicely applicable here.
Those are my efforts so far, I hope you'll be able to help me out on this one. Thanks in advance for any answer or comment!
The series is $$\sum_{k=0}^{\infty}\frac{b_k}{k+1}\qquad\text{with $b_k=(-1)^k\sum_{m=0}^{\lfloor \frac{k}{2}\rfloor}\begin{pmatrix}2m\\m\end{pmatrix}\Big(-\frac14\Big)^m$}.$$ By Dirichlet's test, it suffices to show that the following sequence $\{B_n\}_n$ is bounded $$B_n:=\sum_{k=0}^nb_k= \sum_{m=0}^{\lfloor\frac{n}2\rfloor} \begin{pmatrix}2m\\m\end{pmatrix}\Big(-\frac14\Big)^m \sum_{k=2m}^{n}(-1)^k =\frac{(-1)^n+1}{2}\sum_{m=0}^{\lfloor\frac{n}2\rfloor} \begin{pmatrix}2m\\m\end{pmatrix}\Big(-\frac14\Big)^m $$ which holds because $\sum_{m=0}^\infty \binom{2m}{m}(-\frac14)^m$ is convergent (it is equal to $=1/\sqrt{2}$).