Mechanism failed
2026
Permutation-Mixed Orthogonal Quantization
Precondition activation or cache blocks with a fixed product U = A Sigma B of orthogonal transforms and a random signed permutation before quantization or coordinate sampling. The random permutation makes the product incoherent, so energy is less concentrated in a few coordinates and lossy compression should introduce less worst-case distortion.
Paper: Randomly Permuted Orthogonal Products and Fast Dimension Reduction
arXiv:2608.18557