Seems like the entire field of alchemy and later chemistry was precluded by a "oh wow" or "that's interesting" or "help, I can't breath", not derivations from first principals. Throwing stuff together just to see what happens and then working backwards from interesting outcomes to recreate and understand those interesting outcomes seems like a perfectly valid if not chaotic approach for happening upon artificial consciousness.