diff --git a/events/20231107-FIRSTCTI23-MISP3/content.tex b/events/20231107-FIRSTCTI23-MISP3/content.tex
index 8dce19b..1f4e393 100755
--- a/events/20231107-FIRSTCTI23-MISP3/content.tex
+++ b/events/20231107-FIRSTCTI23-MISP3/content.tex
@@ -477,10 +477,10 @@
 \begin{frame}
     \frametitle{> Key take-aways from the upcoming version}
     \begin{itemize}
-        \item Reworked UX
-        \item Alternative, Analyst centric in addition to the data centric approach
-        \item Improved search and trend monitoring tools
-        \item Improved performance and resilience
+        \item Reworked UX/UI
+        \item Alternative, \textbf{Analyst centric} in addition to the data centric approach
+        \item Improved \textbf{search and trend} monitoring tools
+        \item \textbf{Improved performance} and resilience
         \item Want to get involved?
         \item Removal of the main painpoints of MISP 2.x's limitations across the board
     \end{itemize}
diff --git a/events/20231107-FIRSTCTI23-MISP3/slide.pdf b/events/20231107-FIRSTCTI23-MISP3/slide.pdf
index 5c8525e..c6ca6ad 100644
Binary files a/events/20231107-FIRSTCTI23-MISP3/slide.pdf and b/events/20231107-FIRSTCTI23-MISP3/slide.pdf differ