They are just not being creative enough. A raw text message would obviously not be enough, but why not video or pictures? What about computer programs?
The question would then be, "what input definitely comes from alien intelligence and which is just noise?" so that we can train the NN properly.
Edit: I have no knowledge of NN whatsoever. Just a thought.