By hand flying you are monitoring and feeling all changes to the airplane. When the autopilot disconects you are not. The autopilot is great for reducing workload but must be monitored closely. Letting airspeed get too low started this event in the first place because the crew let it happen. Then the pitch up maneuver caused the crash.