Thanks - I didn't think it was literally doing symbolic differentiation (I don't work in the area so literally had no idea) - but the basic idea that you apply some process to your code to get some other code doesn't sound that surprising to anyone who has used lisp (and I used to write tools in lisp to write numerical engineering simulations - admittedly a long time ago)