Revisiting this thread, and the original post, has reminded me of one of my favourite quotations, which is attributed to the Norwegian Arctic Survey:
"Theory is when things don't work, but you know why.
Practice is when things work, but you don't know why.
We combine theory with practice. Nothing works, and we don't know why not!"