diff --git a/README.md b/README.md
index dde3ff0..c993e91 100644
--- a/README.md
+++ b/README.md
@@ -4,6 +4,17 @@
 
 
 
+## TODOS
+data
+- maybe buffer zone between good and bad jokes (trade off would be less data)
+- maybe not bineary classification
+- maybe change to humor detection (more data available)
+
+
+- dataset shape doesnt work correctly
+
+- history: integrate validation loss
+
 ## Data