A $2 trillion valuation defines AMD's projection for the AI compute infrastructure market by 2030. This growth stems from the rapid evolution of large-scale model requirements. The company is betting on an open ecosystem to challenge incumbents. Hardware architects must now plan for massive scaling in inference and training capacity.