diff --git a/paper/defense/defense.pdf b/paper/defense/defense.pdf
index 672e5ba..6cf4254 100644
Binary files a/paper/defense/defense.pdf and b/paper/defense/defense.pdf differ
diff --git a/paper/defense/defense.tex b/paper/defense/defense.tex
index 24e5fce..76536db 100644
--- a/paper/defense/defense.tex
+++ b/paper/defense/defense.tex
@@ -250,8 +250,6 @@
     \end{tikzpicture}
   \end{columns}
 
-  \vspace{0.1em}
-  {\footnotesize\textbf{Use in practice:} this card gives immediate cohort context before any modeling step.}
   \stagebar{2}
 \end{frame}