diff --git a/notes.md b/notes.md
index bc7442b29..647323255 100644
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+++ b/notes.md
@@ -255,3 +255,4 @@
 2023-01-03T03:42:00 - Late-night bugfix on financial RL environment (transformers)
 2023-01-03T05:57:00 - Experimenting with FPGA constraints (source: Trimberger 'Three Ages of FPGAs') (transformers)
 2023-01-03T21:09:00 - Quick fix, referencing a known issue from the official repo (transformers)
+2023-01-03T02:01:00 - Implementing approach from a new paper read last night (transformers)