I don't scale it, but then I lose the text sharpness. I would like both.
The problem is that you need a font at exactly the right scale to realize this advantage. The right scale is often different for every user/monitor pair and changing the scale means redrawing the font which is a ton of work.
I'd be happy with like 8k at 34" or so.