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Could it for example, be trained to optimize video games?

In a sense, it already is; nVidia's DLSS [0] and AMD's FidelityFX are AI-driven technologies that allow games to be rendered at a faster, lower resolution, then using AI / ML technology to upscale it to HD or 4K resolutions without upscaling artifacts; the technology fills in the blanks based on a lower resolution frame. Apparently applying the AI upscaling is faster than rendering at full resolution.

[0] https://www.nvidia.com/nl-nl/geforce/technologies/dlss/

[1] https://www.amd.com/en/technologies/fidelityfx-super-resolut...

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