This is a fantastic post...and yes, conditioning is a much more accurate word to use.
when I was at school and winter threats came up the first thing some of the students would bring up in class, "what do the snow maps show?" Nobody cared about anything else. The models are proclaimed to be horrendous, brutal, garbage, blah, blah, blah, when the snow maps got it wrong in their backyard...the algorithms which go into these snow maps are pretty piss poor and too basic for something that is beyond basic and quite complicated.