Cannabis is federally illegal in the US, and the federation has its own enforcement teams that can come and get you even if your state's enforcement teams won't.
This is half true. Medical cannabis is now schedule III, with state programs explicitly placed into sched III (even without FDA approval) making it fully federal legal in that case.