People.com said Monday the baby was born last Thursday.
His name has not yet been announced.
Weinstein, 61, and Chapman, 37, also have a 2-year-old daughter. The movie mogul has three daughters from his previous marriage, as well.
Video of Victoria’s Secret models trying to 'twerk' hits Instagram
Wisconsin business offering 'therapeutic cuddling' forced to close