diff --git a/docs/_posts/0000-01-04-conclusion.md b/docs/_posts/0000-01-04-conclusion.md
index 76f0dc2..039ecc4 100644
--- a/docs/_posts/0000-01-04-conclusion.md
+++ b/docs/_posts/0000-01-04-conclusion.md
@@ -3,4 +3,10 @@ layout: slide
 title: "Conclusions"
 ---
 
-Hi there
+## Traditional ML Superiority 
+- With asterisks
+## General Insights?
+- Fans are a difficult bunch
+- Capturing reactions can be as difficult as they are
+- NB does it best 
+