Genuine question as I don't understand the deeper aspects of this, but is it possible that we will see AI specific hardware in the future that will make local A

Genuine question as I don't understand the deeper aspects of this, but is it possible that we will see AI specific hardware in the future that will make local AI's more possible? My general thinking is that we're using graphics processors which _work_ but aren't really designed for AI (lack of memory, etc.).