Here's an excellent Nature article by Ahmed Zewail. Extract:

Some believe that more can be achieved through tightly managed research -- as if we can predict the future. I believe this is an unfortunate misconception that affects and infects research funding.

I've always liked Einstein's comment that "if we knew what we were doing, it wouldn't be called research".