Comment by PaulHoule

The #1 thing that makes it ‘hard’ in real life is that nobody wants to make training and test sets. So we have 50,000 papers on the NIST digits but no insight into ‘would this work for a different problem?’ (Ironically the latter might have been exactly what academics would have needed to understand why these algorithms work!)