diff --git a/notes.md b/notes.md
index 5a6918a..0418359 100644
--- a/notes.md
+++ b/notes.md
@@ -317,3 +317,4 @@
 2023-04-29T20:37:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (stable-baselines3)
 2023-04-29T06:30:00 - Minor doc updates: linking to article on quantization (stable-baselines3)
 2023-05-16T18:58:00 - Trying out boneh-franklin approach for IBE (ref. 2003 paper) (stable-baselines3)
+2023-05-16T20:51:00 - Refactor for clarity, might break a few tests though (stable-baselines3)