diff --git a/slides/Workshop_wrapup.pdf b/slides/Workshop_wrapup.pdf
index f4354f7..17d4e0d 100644
Binary files a/slides/Workshop_wrapup.pdf and b/slides/Workshop_wrapup.pdf differ