Find the curve $\beta(s) = (x(s),y(s))$ with $|\beta'(s)|= 1$ for all $s >0$ such that $\beta(1) = (0,0)$, $\beta'(1) = (1,0)$ , and curvature $k(s) =\frac{1}{s}$ for all $s >0$.
I am guessing some sort of integral is required since we are given 'initial' conditions, but I do not see how to begin.

Once you have a continuous function $k:(a,b)\rightarrow\mathbb{R}$ there exists always a planar curve $\beta:(a,b)\rightarrow\mathbb{R}^2$ parametrized by arc-lenght and such that $k_\beta(s)=k(s)$, where $k_\beta(s)$ is the curvature of such $\beta$.
In your case since $|\beta'(s)|=1$, then $k_\beta(s)=\theta'(s)$ where $\beta'(s)=T(s)=(cos\theta(s); sin\theta(s))$. In particular \begin{equation*}\theta(s)=\int k_\beta(s)ds \end{equation*}is determined up to a constant (such constant will depend on the initial condition). In your case you have to integrate the function $\frac{1}{s}$ and once you have found $\theta(s)$ put it in the definition of $T(s)$ then integrate both coordinates to find $x(s), y(s)$ which are the components of the planar curve.
It's a useful exercise to do if your are approaching the first time to these topics.
EDIT Once you mandaged to solve the integral defining $\theta(s)$ you'll have an equation of the form $\theta(s)=f(s)+c$, where $f(s)$ is the function integrated and $c\in\mathbb{R}$. Put this (explicit) expression in $T(s)=\beta'(s)$ and use the hypothesis $\beta'(1)=(1,0)$, you'll find the constant $c$. The same will happen when you integrate $T(s)$ to find $x(s),y(s)$, you'll get another constant $\bar{c}$ and use the hypothesis $\beta(1)=(0,0)$