diff --git a/notes.md b/notes.md
index 9cb3e6aa349..e3266c0b79a 100644
--- a/notes.md
+++ b/notes.md
@@ -307,3 +307,4 @@
 2022-06-21T02:04:00 - Quick fix, referencing a known issue from the official repo (pytorch)
 2022-06-21T03:42:00 - Quick fix, referencing a known issue from the official repo (pytorch)
 2022-07-25T22:08:00 - Refactor for clarity, might break a few tests though (pytorch)
+2022-07-25T20:35:00 - Implementing approach from a new paper read last night (pytorch)