Algebraic Invariants of Lightning Self-Attention

arXiv:2604.15632v1 Announce Type: cross Abstract: We study the polynomial coefficients of lightning self-attention as coordinates of an algebraic variety. We identify linear and nonlinear families of algebraic invariants, including Chow-type, low-rank, Veronese-type, and Sylvester resultant-based constraints.