Astrophysicist Abraham Loeb suggests that the interstellar interloper 1I/2017 ‘Oumuamua, detected in our solar system in 2017, is alien space debris or even an alien operational probe. Does this conjecture have significant epistemic support, such that it can be justified as a viable hypothesis? In this paper, I propose that the meta-empirical confirmation approach, developed and defended by philosopher and physicist Dawid, provides an appropriate framework to answer this question. I defend this proposal by elucidating how meta-empirical confirmation applies to (...) the ‘Oumuamua case and what specific meta-empirical arguments could support Loeb’s hypothesis. Even though Loeb would not himself endorse meta-empirical confirmation, because it is not traditional empiricism, this case shows that meta-empirical confirmation is not in fact a threat to empiricism. (shrink)