Comment by fiddlerwoaroof

This isn’t true: if you build a system for highly sophisticated inputs, simplifying the inputs can break all sorts of assumptions about the accuracy of the input data and other such invariants. If you start with a more primitive set of sensors and go as far as possible, adding more accurate sensors seems less risky.