> Why not? Why can't faster typing help us understand the problem faster?

Sometimes you need to think slow to understand something. Offloading your thinking to a black box of numbers and accepting what it emits is not thinking slow (i.e. ponder) and processing the problem at hand.

On the contrary, it's entering tunnel vision and brute forcing. i.e. shotgun coding.