diff --git a/notes.md b/notes.md
index d22650a..d153871 100644
--- a/notes.md
+++ b/notes.md
@@ -285,3 +285,4 @@
 2023-09-14T06:18:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (prophet)
 2023-09-14T18:28:00 - Experimenting with FPGA constraints (source: Trimberger 'Three Ages of FPGAs') (prophet)
 2023-09-14T05:44:00 - Refactor for clarity, might break a few tests though (prophet)
+2023-09-14T04:08:00 - Minor doc updates: linking to article on quantization (prophet)