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NVIDIA GTC 2026 Ushered In the Inference Era: What DigitalOcean's Agentic Cloud Means for Hosting Buyers

For nearly three years, the AI infrastructure story has been about training: bigger clusters, longer runs, and eye-watering capex. At NVIDIA GTC 2026, that framing visibly shifted. The headline message, echoed by Reuters as an "inference boom," was that AI has moved into production — and production means serving tokens, not generating them. DigitalOcean leaned into that narrative with its Agentic Inference Cloud, a new purpose-built data center, and deeper NVIDIA integrations. For hosting buyers, resellers, and sysadmins, this matters more than most conference news: inference is becoming a standard workload class with its own economics, latency profiles, and operational risks — much like web hosting itself became one decades ago. Here is what actually changed, and what you should check before spending money on it. For a more detailed walkthrough of this part of the topic, read The AI Revolution in WordPress: Is Your Hosting Ready for AI-Generated Blocks? . From Training R...