diff --git a/paper/main.pdf b/paper/main.pdf
index a2c05dd..51af8ef 100644
Binary files a/paper/main.pdf and b/paper/main.pdf differ
diff --git a/paper/main.tex b/paper/main.tex
index ec943b6..587aab1 100644
--- a/paper/main.tex
+++ b/paper/main.tex
@@ -806,7 +806,7 @@ \section{Illustrative Example}\label{sec:illustrative-example}
 \begin{center}
 \includegraphics[width=0.9\textwidth]{figs/example7}
 \end{center}
-First, in line 30, we set the \texttt{davos.project} attribtue to \texttt{None} to temporarily 
+First, in line 30, we set the \texttt{davos.project} attribute to \texttt{None} to temporarily 
 %disable Davos's project isolation system and
 allow installing smuggled packages outside of the notebook's project directory. 
 As noted in Section \ref{subsec:projects}, this is typically discouraged, as doing so can risk interfering with the user's Python environment if existing package versions are overwritten.