diff --git a/notes.md b/notes.md
index ac4db29..9abfec7 100644
--- a/notes.md
+++ b/notes.md
@@ -150,3 +150,4 @@
 2018-06-11T21:03:00 - Trying out boneh-franklin approach for IBE (ref. 2003 paper) (pulp-runtime)
 2018-06-11T17:41:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (pulp-runtime)
 2018-06-11T01:00:00 - Implementing approach from a new paper read last night (pulp-runtime)
+2018-06-15T23:05:00 - Refactor for clarity, might break a few tests though (pulp-runtime)