The fake coin is defined by either having a lesser or greater weight than all of the other coins in the problem.
Say there are 12 coins, 1 out of the 11 which is the fake coin. How does everyone know to start off by initially weighing 4 coins against 4 coins? Why not 6 against 6 (since there are 12)? Why not 1 against 1, 2 against 2, or 3 against 3 either? Why is it general consensus that 4 coins against 4 coins is the optimal initial weighing?
Same thing if the problem were to have 8 coins, 1 of which were the fake. How does everyone conclude to initially weigh 3 coins against 3? Why not 4 against 4, 1 against 1, or 2 against 2?
There must be logic behind determining the initial weighing?