INDEPENDENCE: otherwise, you rely on someone else always
having made exactly the right tool for you, and giving it to you.
HONESTY: otherwise, you end up distorting the problem to match the tools you happen to have.
CLARITY: turning your method into something a machine can do
forces you to discipline your thinking and make it communicable; and science is public.