James Corden and Adele's sports agent boyfriend Rich Paul share a laugh at Soho House in Malibu

James Corden and Rich Paul were spotted sharing a laugh as they left a friend's birthday party in Malibu on Saturday night. Paul recently started dating Corden's longtime friend Adele.