Comment by arnarbi

I think it’s possible that we’ll be able to run large simulations on models whose mechanics we can’t really understand very well. It’s not a given we’ll be able to step through a sequence of states. Even more so if it involves quantum computation.

Many of the things you describe could still happen with Monte-Carlo type methods, providing statistical understanding but not full reverse engineering.