[shoyer]

I'm a big believer in auto-diff, but I'm skeptical that any autodiff tool would differentiate a 100k line simulation code correctly and efficiently without manual intervention. I'd certainly love to be proven wrong, though and absolutely AD can be a big time saver :)

[wsmoses]

Whoops added one too many zero’s there, agreed that would be really nice :P