A self driving car wouldn't have to work very hard here to do better than me.
* Check for weather conditions at altitude (not just start and destination points).
* Refuse to leave the house using that route if weather conditions are bad.
Oh well, lesson learned. On that topic does anyone know of maps software that does that for you -- i.e. check weather not just traffic?