You’re mixing up the terms ‘speed’ vs. ‘acceleration’.
Constant acceleration will yield an increase in speed, even if slowly accelerated....................
Correct, the acceleration "force" of a piece of paper sitting on a desk would move a ship through space at incredible speeds