There's a common principle found in various academic disciplines, that absence of proof does not equal proof of absence (ie: a lack of evidence for something doesn't mean that it does not exist). I am often reminded of Eduyos 2:2 and Zevachim 12:4, in which the chakhomim tell Rabbi Akiva that "אין לא ראינו ראיה" ("We did not see it" is not a proof).
Given, however, that the chakhomim had to say this to Rabbi Akiva, and given that he did just use it as a proof, does that mean that Rabbi Akiva didn't hold to this principle?
Did Rabbi Akiva believe that not ever having seen something accounted to an argument in favour of that thing's non-existence?