diff --git a/notes.md b/notes.md
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+++ b/notes.md
@@ -250,3 +250,4 @@
 2021-06-28T21:31:00 - Trying out boneh-franklin approach for IBE (ref. 2003 paper) (prophet)
 2021-07-26T00:28:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (prophet)
 2021-10-10T07:45:00 - Late-night bugfix on financial RL environment (prophet)
+2022-03-07T01:54:00 - Refactor for clarity, might break a few tests though (prophet)