diff --git a/notes.md b/notes.md
index 76519cc..2540096 100644
--- a/notes.md
+++ b/notes.md
@@ -358,3 +358,4 @@
 2024-02-19T02:48:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (pulp-runtime)
 2024-03-12T08:23:00 - Trying out boneh-franklin approach for IBE (ref. 2003 paper) (pulp-runtime)
 2024-03-12T00:50:00 - Trying out boneh-franklin approach for IBE (ref. 2003 paper) (pulp-runtime)
+2024-03-12T17:38:00 - Implementing approach from a new paper read last night (pulp-runtime)