Does this answer your question?
Could you drill that by hand? No.
How much power is behind your drill press ? Few hundred watts?
Now assume it's 90% efficient (it isn't) and half of that waste is going into heat. So that's the heat output of a reasonable size soldering iron, sat in a closed-in hole full of flammable sawdust. What do you think is going to happen next?