In discussions of super intelligence and ai takeoff and such, I find it helpful to ask why the smartest humans usually aren't heads of state...

A superintelligence is one that exceeds human intelligence in all areas. Which roughly translates to learning, adapting, and performing more quickly and efficiently than even the best humans. This is closely related to "the singularity", which is when technological growth becomes uncontrollable by humanity.