But assuming that pixel input gets us to an AI capable of reading, they would presumably also be able to detect HWLLO as semantically close to HELLO (similarly to H3LL0, or badly handwritten text - although there would be some graphical structure in these latter examples to help). At the end of the day we are capable of identifying that... Might require some more training effort but the result would be more general.