diff --git a/notes.md b/notes.md
index 5afe506..7fd2acf 100644
--- a/notes.md
+++ b/notes.md
@@ -269,3 +269,4 @@
 2021-05-18T19:20:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (pulp-runtime)
 2021-05-18T20:40:00 - Quick fix, referencing a known issue from the official repo (pulp-runtime)
 2021-07-23T00:58:00 - Trying out boneh-franklin approach for IBE (ref. 2003 paper) (pulp-runtime)
+2021-07-23T01:41:00 - Refactor for clarity, might break a few tests though (pulp-runtime)