diff --git a/notes.md b/notes.md
index fdd0402fe2..1640f307fc 100644
--- a/notes.md
+++ b/notes.md
@@ -291,3 +291,4 @@
 2024-02-25T06:26:00 - Implementing approach from a new paper read last night (onnxruntime)
 2024-03-05T01:25:00 - Late-night bugfix on financial RL environment (onnxruntime)
 2024-03-05T17:33:00 - Implementing approach from a new paper read last night (onnxruntime)
+2024-01-15T04:23:00 - Refactor for clarity, might break a few tests though (onnxruntime)