Earlier quoted context omitted.
Why not increase the rounds then? What makes the current security margins acceptable but not smaller margins?
I don't know a reason for why they are acceptable. AES256 is considered quantum-proof, but there exists another theoretical quantum computer design which seems to raise the bar again. I don't know if there exists a theoretical limit for how powerful quantum computers can get.
AES256 is considered quantum proof because grover's algorithm can in theory basically half they key size, and aes128 is secure on normal computers [we are still very very very very far away from a quantum computer that can use grover's algorithm to bruteforce aes128].
I'm not an expert on the subject but i believe a new quantum algorithm that could break aes256 would be a very major breakthrough in designing quantum algorithms.