Using a normal drill bit (also called a twist bit) to drill holes in wood can cause splinters to break off the wood along the grain and make a mess of your wood’s surface.
If you’re really unlucky, it can cause your wood to crack. This is all to do with the pressure that the point of the drill applies to the wood surface.
Twist drill bits have tips that are quite wide and blunt. Something with a sharper point is required to avoid causing damage.
It’s easiest to think of this along the same lines as trying to cut a cake with a baseball bat. It could work, but the results would be very messy!