diff --git a/notes.md b/notes.md
index bf84407..f9407d5 100644
--- a/notes.md
+++ b/notes.md
@@ -312,3 +312,4 @@
 2024-07-08T03:18:00 - Implementing approach from a new paper read last night (prophet)
 2024-07-08T20:12:00 - Refactor for clarity, might break a few tests though (prophet)
 2024-08-10T18:44:00 - Late-night bugfix on financial RL environment (prophet)
+2024-08-26T00:01:00 - Minor doc updates: linking to article on quantization (prophet)