Cheaper cognition drives more demand for dense compute, cooling, and fast deployment, which pulls Supermicro into the AI
capex stream. The cap is that much of the value can still leak to silicon vendors, larger OEMs, and customer insourcing unless speed, integration, and compliance become paid control points.