Before revision:  The resulting algorithms can be executed purely numerically, without requiring any partial derivatives that would be required in symbolic techniques that do not scale.
After revision:  The algorithms can be executed purely numerically, without requiring any partial derivatives that would be required in symbolic techniques that do not scale.