Reflections on NVIDIA GTC 2026 and how AI has moved beyond the training era and into the era of production inference. GTC made it clear that the industry is moving beyond chips to the broader operating infrastructure architecture required to support AI-native companies.

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NVIDIA GTC 2026 signaled a clear industry shift from AI training to production inference. DigitalOcean's CEO reflects on this transition and announces the Agentic Inference Cloud, including a new Richmond data center with NVIDIA HGX B300 systems, NVIDIA Dynamo 1.0 on Kubernetes, and tools for deploying always-on AI agents. The post highlights that inference is now the operational layer of AI, where cost per token, latency, and uptime matter as much as model quality. Over 43,000 OpenClaw deployments on DigitalOcean are cited as evidence of growing momentum.

GTC 2026 Confirmed It: The Inference Era Is Here