Encryption and decryption are information preserving operations.
Hash functions are not. If you hash a number into 64 bins, there are only 64 possible answers even through there are zillions of possible inputs. Clearly, this is not reversible.
The whole point of the hash is to be much smaller than the number of bits needed to store a copy of the information, while providing some evidence of tampering.
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