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Great read! With the scale-up/scale-out (UALink /Ultra Ethernet), it's also worth noting the interface choice cascades directly into thermal and multi-die sign-off decisions too. Foundation and Interface IP selection isn't just a bandwidth call anymore; it's an early architectural one! Also, good to see SLM getting equal attention here rather than being an afterthought. In hyperscale environments, silent data corruption is as much a design-time concern as a field-ops one — the closed-loop between the design intent and deployed devices is a real differentiator!