diff --git a/images/title.jpg b/images/title.jpg
new file mode 100644
index 0000000..774015e
Binary files /dev/null and b/images/title.jpg differ
diff --git a/presentation.md b/presentation.md
index fd078f2..c493005 100644
--- a/presentation.md
+++ b/presentation.md
@@ -26,14 +26,14 @@ math: katex
 
 <!-- _class: "title-academic" -->
 
-![bg left:35% 120%](https://placecats.com/millie/400/600)
+![bg left:35% 250%](./images/title.jpg)
 
 <div class="title">Privacy by design: DIY Marp(X) AI presentations without sending data to third parties</div>
 <div class="subtitle">
     ... and why you should use them too!
 </div>
 <div class="author">Romane Viton</div>
-<div class="date">2026-05-24</div>
+<div class="date">2026-06-24</div>
 <div class="organization">DFI-203, htw saar</div>
 
 ---
@@ -117,8 +117,8 @@ Automated deployment|Gitea Actions
 * It can be done as well!
 * Head start when hosting models: `Ollama` (from Ollama Inc.)
 * Automatically handles the download and execution of open models locally
-* **<box>💡 Works even better when handling content, since everything is text-based !**
-* We can integrate this into our IDE of choice and never have to worry about our data being sent to anyone!
+* **<box>💡 Works when handling content, since everything is text-based !**
+* We can integrate this into our IDE of choice and never have to worry about our data being sent to anyone
 
 ---
 # **Pros** and **cons** from experience
@@ -142,21 +142,21 @@ Automated deployment|Gitea Actions
 
 </div></div>
 
-
-
 ---
 # **Conclusion**
-- Presentation software and AI often feels "unreachable" and only hostable if you're a company and have the resources for it
-- It doesn't have to be that way!
-- Don't contribute to that narrative $\implies$ <box>De-mystify the topic!
-- *Your* data belongs to *you*; own it!
+* Presentation software and AI often feels "out of reach" and only hostable if you're a company and have the resources for it
+* It doesn't have to be that way!
+* Don't contribute to that narrative $\implies$ <box>De-mystify the topic!
+* *Your* data belongs to *you*; own it!
 
 ---
 <!-- _class: "references" -->
 # References
-* [Marp](https://marp.app)
-* [MarpX Themes](TODO)
-* []
+- [Marp](https://marp.app)
+- [MarpX Themes](https://github.com/cunhapaulo/MarpX)
+- [Ollama](https://ollama.com)
+- [Gitea](https://about.gitea.com/)
+- (image) https://www.pexels.com/photo/smiling-woman-doing-a-presentation-6476778/
 
 ---
 # **This presentation** is online too!