The era of the AI data center will be brief because the models will get better and the computers will get more powerful, particularly on the desktop, laptop and phone/tablet . The transition will be like going from mainframe computers to personal computers.

All of the trucks and carts and tools to build the railroads dont exist anymore. Just like the gpus wont either