ORIGINAL: 50+AirYears
Aircraft props are probably just like boat props. At some RPM figure, the prop will start to cavitate, therefore losing thrust.
Cavitation on a boat prop is caused by a phase change from liquid water to gas. It does not happen on plane props, as far as I know.