NVIDIA should remain the default platform for large-scale AI buildouts through 2031, converting growth in training, inference, sovereign deployments and system-level networking into more content per deployment; upside remains substantial, but the stock now needs execution and new recurring software or operations layers to outrun
export controls, supply bottlenecks and custom-chip substitution.