This is considered a 'gift' and is totaly free of any tax. If you give more than that per year, the recepient pays tax on the excess, at least that's how I believe it to be.
The question is, is that how it should be?
Personal direct taxes are the way the government gains control over private property and wealth. Precisely why it was opposed, and forbidden, by the founders.