>>384627283
You can cut a hole in the bottom of the head in a circle shape, select that as well as the edge loop from the top of the neck, and use Ctrl + E -> Bridge Edge Loops to physically connect the neck to the head. Then you can use Ctrl + V -> Smooth Vertices to make the transition less rough.
Make sure you don't do this with a shapekey selected though.