This weekend I presented an updated empirical analysis of Trademark Modernization Act expungement and reexamination proceedings at the Annual University of Houston Institute for Intellectual Property and Information Law National Conference in Santa Fe. Many thanks to Professor Greg Vetter for the invitation, and to my co-presenters and other participants for their feedback. The final version of my findings will be published this fall in the Houston Law Review. In the meantime, here is the slide deck from my presentation, with some of the highlights from the paper.