diff --git a/notes.md b/notes.md
index eddefe37fb..3700699185 100644
--- a/notes.md
+++ b/notes.md
@@ -333,3 +333,4 @@
 2024-12-30T17:23:00 - Late-night bugfix on financial RL environment (onnxruntime)
 2025-01-27T17:02:00 - Experimenting with FPGA constraints (source: Trimberger 'Three Ages of FPGAs') (onnxruntime)
 2025-01-27T00:32:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (onnxruntime)
+2025-01-27T05:47:00 - Implementing approach from a new paper read last night (onnxruntime)