What happens next?

How to change a drill bit
Loosen the chuck.
The chuck is piece on the end of the drill that loosens and tightens to hold the bit. Grasp the chuck with one hand while you hold the handle of the drill with your other hand.
Twist the chuck counterclockwise to loosen it. Another option is to pull the trigger gently while holding the chuck.