Your assumption that such a formula is "easily findable" is false.
Hash functions effectively scramble the data so there's no way to predict what the output is going to be,
so you cannot find a "progression rule".
Correct, the consensus is that good hash functions are "one way". They require a ridiculously huge amount of computing power to brute-force (predict), but only a small amount to verify information.