MI300 is most probably going to have a different programming model.

Yesterday Microsoft and NVIDIA have announced a new partnership (https://nvidianews.nvidia.com/news/nvidia-introduces-generative-ai-foundry-service-on-microsoft-azure-for-enterprises-and-startups-worldwide) which goes much beyond existing ones.