I learnt that a neural net is a device used only for solving problems that are far too hard to be understood. A sufficiently flexible neural net can be configured by feedback to mimic almost any system – to produce the same patterns of output from the same patterns of input – but achieving this sheds no light whatsoever on the nature of the system being emulated.
