> I'm struggling to think of any medium that has ever reached 100% accuracy, so to target that for an ML algorithm seems foolhardy

How close to 100% is close enough?

Arithmetic and logic are close enough that cosmic rays are the limiting factor, and "computer" used to be a profession.