Phlumn Arthropoda has lots of nasties but from what I can recall in Bio of Organisms(damn hard class) is that the US doesn't have any poisonus ones and if you happen to run across one with aposomatic coloring (eg. yellow/orange etc.)then stay away. What area of the US do you live in? Take a pic of it and I'll find out the scoop on it.
Scott