Well, the speculation is that an AI could iterate through a zillion novel and mostly-garbage designs to discover something unexpected with a higher gain than known designs.

There's a percent efficiency/gain improvement that exceeds the cost-performance ratio of simply increasing power -- boiling down to the usual capex vs opex argument.

I can't make an intelligent guess on the likelihood of that discovery.