flickr is known to not be cellphone friendly from a use standpint. this has to do with its main user base being digital photographers, as opposed to sites like instagram whose main base are social media users. looks like the functionality can to some degree be accessed as you have found, but it may not operate smoothly due to the sites focus (we don't even have access to all its functionality as we aren't serious photographers and don't want to pay them money for the privilege of full access).

as to the subject of usvs, we haven't really done much study on the subject, just picked up some snippets from usn personnel we've talked to. ai isn't really part of our engineering background - heck, it was science fiction as in "open the pod bay doors, hal" when we in school back in the dark ages.