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GTC 2026: Next Phase of GPU Infrastructure — Inference, Agentic AI, and Physical AI
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GTC 2026: Next Phase of GPU Infrastructure — Inference, Agentic AI, and Physical AI

Introduction At GTC 2026, Jensen Huang opened with a line that reframed the entire week: "2025 was the year of inference." And if 2025 was when inference arrived, GTC 2026 made one thing clear — what's accelerating it next is moving even faster. Three themes dominated the week: agentic tools that are compressing the AI development cycle from weeks to hours, Physical AI emerging as a genuinely continuous GPU workload, and a hardware roadmap built entirely around the assumption that inference de

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