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Recent literature has explored decentralized consensus (e.g., gossip algorithms), hierarchical clustering, and edge‑AI inference. Yet, most approaches either or sacrifice optimality for scalability . To bridge this gap, we propose FSDSS‑548 , a Fusion‑Centric architecture that: FSDSS-548