GTC 2026: The Shift from AI Software to AI Infrastructure
Most people came to GTC 2026 expecting new GPUs. What they got instead was something much bigger: AI is no longer being presented as software. It is being redefined as infrastructure. This shift shows up everywhere: from NVIDIA’s “AI factory” framing to the rise of agent-based systems like OpenClaw. If you still think of AI as a tool or a feature, you are looking at the wrong layer. What’s being built now is a new kind of computing system, not software. AI Factories Are Not a Metaphor NVIDIA’s idea of “AI factories” is easy to misunderstand. It sounds like a bigger data center, but that framing misses the point. A traditional data center stores and processes data. An AI factory produces something else entirely: intelligence, in the form of tokens, decisions, and actions. In other words: Input: data Output: tokens System: large-scale coordinated compute AI factories produce intelligence the way factories produce goods. This is a structural shift. Data centers used to be part of IT. AI factories start to look more like industrial systems. ...