Good question! My EDD according to my LMP is 14 September. My EDD at my 10 week scan was 19 September and then my NT scan (at 13+4) was bang on 14 September. So I'm sticking with 14th.

I'd be inclined to stick with your original guess of 23 August - right in the middle!