AMD should still compound meaningfully into 2031 because it is one of very few scaled vendors that can sell CPUs, accelerators, networking and full AI racks into the same deployment, but with the stock already near a trillion-dollar value, shareholder upside depends on
Helios becoming repeat production rather than just a credible alternative.