Could modern GPU's upscale old video on the fly?

Or use it's math abilities to eventually just be able to upsclae any type of digital image?

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Probably needs alot more modern than we have now.  Maybe 5 years more.  Think of how long it takes to generate a single AI image.  Now try to do that at a minimum of 60x a second.

There are a lot of guides that help you get some of this stuff running on your system.  Try it out and see what the results are.  It's a lot of fun and helps bring it from "magic" to something from understandable when you do it.