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blockscaled_chunk_kmajor packed words are byte-identical to the CUTLASS/CuTeDSL canonical blocked SF layout (tile_atom_to_shape_SF, sf_vec_size=16, atom ((32,4),(16,4)):((16,4),(0,1)) tiled with order (2,1,3)); the two views bridge zero-copy via torch view casts. Document that on the packer and lock it with a cross-layout contract test. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>