I am finding this quite fascinating because to a certain extent we are seeing ourselves as others may see our hobby.
Whilst we may think that a brightly-coloured image very clearly shows an overheating widget, to a layperson it's just an abstract arrangement of pixels. I realise of course this is true for many specialist areas but to me it was revealing that the (high resolution) image of the tin of sweets was spotted immediately, whereas the lower resolution images have been the subject of mystery and debate. So even we can't always interpret results as well as we might like.
I'm not quite sure what the moral of this story might be, but it remains interesting.