There are already a ton of high-end gaming consoles you can buy today with nvidia chips. In fact, this is exactly what I did for my own AI machine (dual 3090s).
A console would be a device like an XBox, PS5 or Switch. Of those, only the Switch (current + next gen) are NVIDIA devices. The Steam Deck and the other current generation consoles are all AMD.