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Attention as Lattice Gauge Theory: Relations Interact Only Through Wilson Loops

Paper recorded by Signals 4 on 2026-10-27 in cs.AI. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-27 on arXiv · recorded by Signals 4 on 2026-10-28

Category: cs.AI · 人工智能 · first seen 2026-10-28

Abstract

Relations compose through the entity they share - Alice is Bob's mother and Bob is Carol's father, so Alice is Carol's grandmother - and the order matters, since a father's mother is not a mother's father; verifying a composed relation means closing the loop. We show that if each entity's coordinate frame may be rotated independently (per-entity frame freedom), three things follow. In the pure-gau

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#103 most recent of 940 cs.AI papers we have recorded · ↑ newer: ThinkWorld: World Imagination Reinforces Chain-of-Dynamics Reasoning · ↓ older: KPPax: preprocess differentiable kinetic ODE for machine learning in a
Cite this page: Attention as Lattice Gauge Theory: Relations Interact Only Through Wilson Loops: the #103 most recent of 940 cs.AI papers we have recorded (as of 2026-10-27). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/attention-as-lattice-gauge-theory-relations-interact-only-through-wilson-loops.html
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