The reason design has become homogenised is because we want things to be intuitive so that users don't have to learn. They just know. And a more useable app beats a less useable one. Always.
4 gigs of RAM is enough to host many singular projects - your own backup server or VPN for instance. It's only if you want to do many things simultaneously that things get slow.
This is AI?