Using data from Thomas Piketty and Emmanuel Saez, Acemoglu also points out that the dynamics of the wage distribution for the top 1% of US income earners look different. As Thomas Philippon and Ariell Reshef have suggested, this group’s sharp increase in earning power appears more related to deregulation of finance (and perhaps other sectors).