diff --git a/notes.md b/notes.md
index b882ee3..ca4f5dc 100644
--- a/notes.md
+++ b/notes.md
@@ -300,3 +300,4 @@
 2022-04-27T22:11:00 - Implementing approach from a new paper read last night (pulp-runtime)
 2022-07-16T03:01:00 - Quick fix, referencing a known issue from the official repo (pulp-runtime)
 2022-08-20T17:52:00 - Late-night bugfix on financial RL environment (pulp-runtime)
+2022-08-20T02:00:00 - Minor doc updates: linking to article on quantization (pulp-runtime)