Are we gaining more aether as we level up?

[Zohar_Lahar]

Things like HP and damage increasing as you level is more game mechanics than anything. otherwise a level 70 something garlean soldier in Doma could have killed everyone in Eorzea by himself

One can only imagine what that level 80 treant from the last SCH quest could do to all the actual ARR content.