K. V. A. Prannessh

ROTOR: Rotational Orientation Token Organization & Recall — An Attention-Free Multi-Head Non-Abelian Spinor Architecture

ROTOR (Rotational Orientation Token Organization & Recall) is an attention-free, non-abelian geometric sequence architecture designed and invented by Prannessh K.V.A. ROTOR eliminates the quadratic O(N × M) compute and memory bottleneck of Transformer Cross-Attention by accumulating incoming context streams into indepe...