NVIDIA's Vera Rubin roadmap signals the AI race is becoming an infrastructure race

mikeflache · x · 2026-10-08

NVIDIA's latest roadmap (Vera Rubin) shifts focus from training ever-larger models to the infrastructure for always-on reasoning: large-scale inference, agentic AI, and continuous reasoning across enterprise systems, alongside expanded work on agent safety, governance and secure deployment.

The author argues the next phase of AI won't be defined by who has the most powerful model, but by who can deliver the compute, networking, software, safety and energy efficiency to run millions of agents reliably at scale — the AI race is becoming an infrastructure race.

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