These are some interesting uses of psuedorandom bit streams, but I didn't understand why being able to reverse engineer the streams using ML in these instances

These are some interesting uses of psuedorandom bit streams, but I didn't understand why being able to reverse engineer the streams using ML in these instances would be useful