Interesting; this is the first I've heard of automatic differentiation and it's quite elegant and exact. Do you know why it's not covered more in academia?
I've wondered the same myself. It's rather popular in industry. I hadn't head of it until coming to Google. Fun fact: backpropagation for neural networks, which is really just a fancy word for computing the derivatives of the cost, is equivalent to reverse mode autodiff.
