AI data center optimization needs a semantic digital twin

AI has turned the data center into a coupled constraint problem. Power, cooling, redundancy posture and workload placement now move together, which means optimization is no longer a set of independent knobs you can tune in parallel. A semantic digital twin is the missing layer that grounds those constraints in shared meaning, so decisions become computable, verifiable and governable, rather than…

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