Without criteria for what counts as a U=N-shaped developmental trajectory, it is not clear how many legitimate Us really exist. Many, if not all, Us may turn out to be illusions borne out of our sampling methods, task construal, and blurry lenses of description.Rakison and Yermolayeva (this issue) consider whether knowledge is acquired with domain-general or domain-specific learning mechanisms and make a bold proposal: that U=N-shaped curves are products of domain-general learning. Specifically, they propose that these nonmonotonic curves are generated by a combination of: 1) improvements in information-processing capacity yielding an initial rise in performance, 2) the structure of the accumulated information giving rise to constraints that restrict learning and create a performance dip, and 3) loosening constraints and improvements in information processing and executive function, yielding a subsequent rise in performance.Whether or not one agrees with Rakison and Yermolayeva's (this issue) arguments about the nature of underlying learning mechanisms, we should all cheer their proposal for consensus on criteria for domain-general and domain-specific processes. We should also, however, have the same concerns about criteria for U=N-shaped developmental trajectories themselves. On closer inspection, without universal criteria for U=N-shaped curves, it's not clear how many legitimate Us really exist.Correspondence should be sent to Athena Vouloumanos,