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In an era where LLM are rebuilding the foundational software stack, Huawei’s CloudMatrix super-node clusters and AI-native infrastructure are reshaping how large-scale models are trained, served, and deployed. The Edinburgh Research Centre plays a key role in this transformation, driving new AI Infra & Agentic Serving architectures and helping define Huawei’s next-generation large‑scale data centre and AI infrastructure systems. Positioned at the intersection of advanced systems research and industrial‑scale engineering, our team turns innovative system designs into deployable, real‑world technologies.