The h200 gpu has entered technical conversations not with loud announcements, but through practical discussions about memory bandwidth, model scale, and efficiency limits. Engineers and researchers often frame it less as a leap and more as a response to real constraints seen in modern workloads. As data volumes grow and models become more parameter-heavy, hardware decisions increasingly revolve...