Not really. You are still dealing with 2048 x 2048 pixels, there is no way to get "sub pixel" detail in a texture. If anything it's better to paint it at 2048 x 2048 first instead of scaling it down because Photoshop (at least Version 6.1, which is what I am using) murders details when you size something down and turns it into a blurry mess.
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