@Elizafox Do conventional models not have a lot of hardcoded parameters that can be tuned?
... I guess, not through backpropegation, and the coarse mechanical straightforward mechanism of backprop would allow a lot more of the massive amounts of regularly-collected data to be directly used for incremental improvements.