diff --git a/Main.tex b/Main.tex
index eca96c746ec86c228f3200ca7c7215ec93bac734..6edccfbb3c5d3783b15ec865fc6a71040d43ad7f 100644
--- a/Main.tex
+++ b/Main.tex
@@ -137,10 +137,10 @@
 \input{Sections/3-Limites}
 
 
-\section{Temptations}
+\section{Let's write a paper}
 \breakingframe{
     \begin{textblock*}{3cm}[0.5,0.5](0.5\textwidth,  0.5\textheight)
-        \textbf{\Huge{Temptations}}
+        \textbf{\Huge{Let's write a paper}}
     \end{textblock*}
 }
 \input{Sections/4-Tentations}
diff --git a/Sections/4-Tentations.tex b/Sections/4-Tentations.tex
index 3f7a102b0a447dc6cd95322b28d121eff2d5876e..7d13c3116c8e88db7a262c1dcf733c49c6bf081e 100644
--- a/Sections/4-Tentations.tex
+++ b/Sections/4-Tentations.tex
@@ -212,7 +212,7 @@ plt.show()
 \begin{frame}[fragile]
 \frametitle{Practical concerns}
 \begin{itemize}
-    \item<1> Reading (and have a deep understanding) of papers is integral part of our job (AI cannot read or us)
+    \item<1> Reading (and have a deep understanding) of papers is integral part of our job (AI cannot read for us)
     \item<1> Summarizing and highlighting is of major importance (convey meaning to others)
     \item<1> Homogeneous style helps others understanding
     \item<2> Except if papers are only read and written by other AIs