Cuda turns a gpu in to a very fast cpu for specific operations. It won’t replace the cpu, just assist it.
Graphics are just maths. Plenty of operations for display the beautiful 3d models with the beautiful lights and shadows and shines.
Those maths used for display 3d, can be used for calculate other stuffs, like chatgpt’s engine.
Or op is conservative.