The donor pays gift tax not the donee, so any gift tax will be Cowell's responsibility. My guess is that he will structure it in such a way that it will not be deemed a gift for tax purposes.
So, will the divorce settlement from her husband give her the funds to operate the estate? Housekeepers, lawn care, pool boy?