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AI Summary: A technical breakdown of the new Blackwell-powered Google Cloud instances optimized for the next generation of autonomous AI agents.

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Google Cloud AI infrastructure at NVIDIA GTC 2026

Mark Lohmeyer

ABSTRACT

Announced during GTC 2026, this post details Google Cloud's latest AI infrastructure, including G4 VMs powered by NVIDIA Blackwell GPUs. It introduces fractional GPU configurations and new integration recipes for GKE and Vertex AI specifically designed for Mixture-of-Experts (MoE) architectures and agentic workflows. The methodology focuses on maximizing ROI and performance for large-scale AI serving.

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