[tomrod]

For assumption 1:

For every two points, the norm of the gradient is bounded by some constant times the absolute values/normed values between the two points. So the slope is bounded.

For assumption 2:

Same as assumption one, but true for the the second derivative to. So the change in slope (acceleration) is bounded. So no starts, no stops.