I don't think we know that it'll fail, or at least that is not universally accepted as true. Rather, there are claims that given a large enough model / context window, such capabilities emerge. I think skepticism of that claim is warranted. This research validates that skepticism, at least for a certain parameters (model family/size, context size, etc).