Once launched, as the airspeed increases and the angle of attack of the relative wind on the prop blades becomes less, the prop would then bite as you say, the load will increase suddenly, and the engine may load down again.
The load decreases as the plane speeds up, that is why the engine RPM goes up in flight, not down.