A typical scientific question is, "what is the value of some parameter", say b.

If we don't have enough data to estimate b, we often resort to a broad, stupid question, "is b not 0?".

With enough data to get tiny p values, you don't have to resort to the stupid question. You can just ask "what is the value of b?"