competence testing

For the first time in human civilization, correct output no longer proves internal capability. This is not hyperbole. Throughout all of recorded history, producing the right answer implied understanding. A mathematical proof required mathematical knowledge. A legal document required legal training. A working mechanism required engineering comprehension. The correlation was not perfect, but it was … The First Time in History That Output Proves Nothing