I'm not sure that's a warranted assumption based on this result, exciting as it is, we are still seeing replication of an extant testable world model, rather than extrapolation that can produce novel mechanics without them being in the training data. I'm not saying this isn't a stepping stone to that, I just think your prediction's a little optimistic based on the scope of that problem