diff --git a/unil_2024/Figures/chatgpt_knows.png b/unil_2024/Figures/chatgpt_knows.png
new file mode 100644
index 0000000000000000000000000000000000000000..145a832c084e7811810c92bb3373aa3dfa177478
Binary files /dev/null and b/unil_2024/Figures/chatgpt_knows.png differ
diff --git a/unil_2024/Figures/how_ai_thinks.png b/unil_2024/Figures/how_ai_thinks.png
new file mode 100644
index 0000000000000000000000000000000000000000..8589ba8ebcc89652bc636c6f405ffaa1bf933e8c
Binary files /dev/null and b/unil_2024/Figures/how_ai_thinks.png differ
diff --git a/unil_2024/Main.tex b/unil_2024/Main.tex
index e45d43522f8c9ddfbb3bf720fcea8b9c25eba556..41332a6e2156b726a75816d05272829ab038944e 100644
--- a/unil_2024/Main.tex
+++ b/unil_2024/Main.tex
@@ -175,6 +175,8 @@
 		\item https://simonwillison.net/2022/Sep/12/prompt-injection/
 		\item https://spectralops.io/blog/ai-ml-in-code-githubs-copilot-leak/
 		\item  https://www.theverge.com/2023/7/9/23788741/sarah-silverman-openai-meta-chatgpt-llama-copyright-infringement-chatbots-artificial-intelligence-ai
+		\item https://doi.org/10.1007/s10664-024-10590-1
+		\item https://dl.acm.org/doi/pdf/10.1145/3613904.3642596
 	\end{itemize}
 \end{frame}