[foxes]

The only real argument I think you can make is that it might be more efficient to have a neural network quickly spit out an approximate solution instead of solving the actual equations.

But if you have the time having the actual equations is more valuable?

[PeterisP]

Assuming that "having the actual equations" is possible, which in market predictions it most likely is not.