diff --git a/notes.md b/notes.md
index 2c444f1439..7392c72ae1 100644
--- a/notes.md
+++ b/notes.md
@@ -93,3 +93,4 @@
 2017-06-29T00:10:00 - Trying out boneh-franklin approach for IBE (ref. 2003 paper) (onnxruntime)
 2017-07-09T05:12:00 - Trying out boneh-franklin approach for IBE (ref. 2003 paper) (onnxruntime)
 2017-07-14T00:12:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (onnxruntime)
+2017-07-14T19:35:00 - Minor doc updates: linking to article on quantization (onnxruntime)