The incident Larry mentions where he lied to the HBO executive to get out of a TV special happened not in a previous episode, but in the mockumentary Larry David: Curb Your Enthusiasm (1999).
Julia Louis-Dreyfus says she wants to do the show with HBO so that she can use curse words. As luck would have it, she ends up starring in Veep (2012) on HBO and is allowed to curse.