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Validate AI Factory Changes with Digital Twins and AI Agents

NVIDIA Developer Blog · Oct 07, 2026 · Engineering Insights

NVIDIA proposes using digital twins and AI agents to validate AI factory infrastructure changes

NVIDIA's developer blog introduces a framework for validating AI factory changes using digital twins and AI agents before deployment. The approach addresses the complexity of modern AI infrastructure combining GPUs, DPUs, SuperNICs, and rapidly evolving software stacks. This matters for operators running large-scale AI compute who need safer change management without risking production workloads.

NVIDIA AI infrastructure digital twins AI agents data center

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