The weather report never tells the "humidity" of the air.  It tells the 
"RELATIVE humidity".  That's the percent of the moisture the air 
COULD hold at the current temperature that it's actually holding 
right now.
If the air is completely dry, then it's holding NONE of the moisture 
that it COULD hold, and the relative humidity is zero percent.