Own silicon requires owning the model demand

Building your own vertical accelerator only makes sense if you have your own model to generate or subsidize demand for it, which is why even Google and Amazon still buy Nvidia (the general-purpose option all models run on); Microsoft's birthright to do its own silicon comes from creating a closed loop between its own MAI models and its silicon microarchitecture.