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We have basically already done this. Wild cats is what our pet cats evolved from.

So it could work with any wild animal basically? That would be cool.

I believe at one time...the Egyptians kept cheetahs as pets. And some are working with the Serval (I thinkthat's how it is spelled) cat here in the states on domestication.