diff --git a/README.md b/README.md
index 88d5e47..4cd2ee7 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
-attention isn't all you need
+Attention isn't all you need
 
-new architecture announcement
+New architecture announcement
 
-august 13th @ 10am pt
+August 13th @ 10am pt
 
-the singularity begins
+The singularity begins