> As long as we don't have a viable explanation, there is something interesting there to discover.
This assumes there is something which needs explanation. For any finite string of gibberish there are an infinite number of languages which can be constructed to ascribe it profound meaning. All patterns in data must be assumed to be illusions until testable predictions made from them are found to be consistently accurate more often than otherwise expected.