Isn't really a paradox, but that's what everyone knows it as. In my humble opinion, the aliens don't want to contact us because they're afraid that we'd be too boring. I imagine that once you've conquered your planet, your own genetics, and crawled your way up to 2 on the Kardashev Scale, you might get a bit bored with things.

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