AutoPilot will adjust speed down from the max speed you started with, but not above unless you specifically tell it.
For Example, If you turned on AutoPilot in a 55 MPH zone, and the speed limit changes to 35, it will drop itself to 35. Leaving town the speed limit goes back up to 55, it will...