If you replace my GPU with AI hardware, are you implying that I’m supposed to use this AI hardware to drive my games instead of a GPU? It seems much more plausible that GPU will gain AI capabilities rather than be replaced by AI hardware. Why would I not need a GPU anymore?

This smells more like a big dream to me than an observation in where the industry is going.