diff --git a/notes.md b/notes.md
index 43b5a0f194..ccf44de0f5 100644
--- a/notes.md
+++ b/notes.md
@@ -263,3 +263,4 @@
 2023-03-22T22:23:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (onnxruntime)
 2023-03-22T07:39:00 - Quick fix, referencing a known issue from the official repo (onnxruntime)
 2023-03-22T05:57:00 - Late-night bugfix on financial RL environment (onnxruntime)
+2023-05-04T20:31:00 - Minor doc updates: linking to article on quantization (onnxruntime)