diff --git a/notes.md b/notes.md
index 6637a2310..c762d5f9a 100644
--- a/notes.md
+++ b/notes.md
@@ -248,3 +248,4 @@
 2023-04-30T19:42:00 - Late-night bugfix on financial RL environment (cryptography)
 2023-05-24T19:58:00 - Refactor for clarity, might break a few tests though (cryptography)
 2023-05-24T21:33:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (cryptography)
+2023-06-11T05:14:00 - Implementing approach from a new paper read last night (cryptography)