diff --git a/notes.md b/notes.md
index 2101635..fff730f 100644
--- a/notes.md
+++ b/notes.md
@@ -389,3 +389,4 @@
 2024-12-15T04:59:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (pulp-runtime)
 2024-12-15T06:11:00 - Experimenting with FPGA constraints (source: Trimberger 'Three Ages of FPGAs') (pulp-runtime)
 2025-01-30T01:40:00 - Implementing approach from a new paper read last night (pulp-runtime)
+2025-01-30T05:24:00 - Minor doc updates: linking to article on quantization (pulp-runtime)