That is not philosophy, but hypothesis generation. That they are not yet empirically testable does not mean they are not testable in principle, nor that they never will be testable. Theoretical physicists generate models, and the experimental physicists try figure out ways to test them. While the job is divided between two groups of workers, the job itself remains scientific.