diff --git a/notes.md b/notes.md
index d1447ba..455b5c0 100644
--- a/notes.md
+++ b/notes.md
@@ -373,3 +373,4 @@
 2024-07-14T02:20:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (pulp-runtime)
 2024-07-14T04:43:00 - Quick fix, referencing a known issue from the official repo (pulp-runtime)
 2024-07-14T06:52:00 - Quick fix, referencing a known issue from the official repo (pulp-runtime)
+2024-07-28T20:36:00 - Implementing approach from a new paper read last night (pulp-runtime)