512×512 Inverted Hash

We present the 512×512 Inverted Hash, a novel cryptographic hash function based on a pyramidal reduction architecture with a structural inversion mechanism. The design operates on 256-byte input blocks, maintains a 256-byte ( 2048-bit ) internal state, and produces a 256-byte output through 24 permutation rounds. Rigorous empirical evaluation through 11 independent statistical test on the fully 2048-bit output.