> if I repetitively compare images of one correct coin and one incorrect coin, I am pretty sure that I would improve in some way, without putting so much effort in the process

Trying to figure out which coin is correct would be cognitive effort through - retrieval practice promoted by article. That is the point of article, it is not enough to see it, you have to work with it.