Grok Review: Strengths Your paper introduces an innovative fusion of attention mechanisms with ring topologies for distributed message processing, addressing a gap in embedding-aware routing while respecting connectivity constraints. This is particularly valuable for middleware systems where semantic matching (via embeddings) can improve efficiency over traditional methods like round-robin or greedy local search. The inclusion … Continue reading Attention for “soft” node selection (via cosine similarity, latency EWMA, and reliability) on a hard topological constraint (ring)