At heart Intel makes hardware and will throw its superior linewidth at the problem. Until....
It runs out of linewidth.
Then it's a massive corporation whose used to a fat margin on high end chips sustained by it's ongoing bromance with MS, with the executive overhead to match.
You don't need neural networks to run Windows.
You don't need Windows to run core neural network applications.
And BTW has anyone repealed Amdah's law? I don't think so.