diff --git a/notes.md b/notes.md
index 75724f77c0..2287ff0d49 100644
--- a/notes.md
+++ b/notes.md
@@ -239,3 +239,4 @@
 2021-10-13T23:08:00 - Minor doc updates: linking to article on quantization (onnxruntime)
 2021-12-26T03:39:00 - Implementing approach from a new paper read last night (onnxruntime)
 2021-12-26T06:59:00 - Late-night bugfix on financial RL environment (onnxruntime)
+2022-01-24T06:09:00 - Refactor for clarity, might break a few tests though (onnxruntime)