The superintelligence could have been written to value-load based on its calculations about an alien (to its creators) superintelligence (what Bostrom refers to as the "Hail Mary" approach). This could cause it to value the natural development of alien biology enough to actively hide its activities from us.
Then it should also have not caused us to falsely have a Fermi paradox and so believe in a great filter. It could have done this in numerous ways including by causing us to think that planets rarely form.
For a moment lets assume there is some alien intelligent life on our galaxy which is older than us and that it have succeeded in creating super-intelligent self-modifying AI.
Then what set of values and/or goals it is plausible for it to have, given our current observations (I.e. that there is no evidence of it`s existence)?
Some examples:
It values non-interference with nature (some kind of hippie AI)
It values camouflage/stealth for it own defense/security purposes.
It just cares about exterminating their creators and nothing else.
Other thoughts?