Fix $\epsilon>0$.
For all large $N$, does there exist $A\subset [N]:=\{1,\dots,N\}$ such that both $A+A$ and $A^c:=[N]\setminus A$ lack arithmetic progressions of length $N^\epsilon$?
I am aware Rusza used “niveau sets” to create dense subsets of $[N]$ whose sumsets lack progressions of length $\exp(\log^{2/3+o(1)}N)$ (see https://eudml.org/doc/206433). But I don’t understand the construction well enough to know if it lacks long progressions in the complement (and thus satisfies the above).
My motivation is that I read that it was an open problem to determine for $r\ge 2$ if there exists $\epsilon_r> 0$, so any $r$-coloring $c:[N]\to [r]$ has some color class $A$ where $A+A$ contains a progression of length $N^{\epsilon_r}$. If one could find some $\epsilon>0$ where my question is false, then we could inductively take $\epsilon_r =(r-1)\epsilon$. So I am hoping to learn if this approach is viable.