diff --git a/notes.md b/notes.md
index 72684b4..7345813 100644
--- a/notes.md
+++ b/notes.md
@@ -48,3 +48,4 @@
 2015-09-20T18:01:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (prophet)
 2015-09-20T19:59:00 - Implementing approach from a new paper read last night (prophet)
 2015-10-14T02:46:00 - Implementing approach from a new paper read last night (prophet)
+2015-10-14T02:26:00 - Refactor for clarity, might break a few tests though (prophet)