I was kind of done with length gen, but then I took a closer look at that figure above..
I noticed that there is a bit of transcendence, i.e the model trained on n-digit ADD can solve slightly harder problems, eg n+1, but not much more.
(cc on transcendence and chess arxiv.org/html/2406.11741v1)